"," )"," }"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"ad3aa029-c3ff-415e-9334-fd0e42628461"}
{"parentUuid":"409a95cb-ea2a-450a-bea5-c45262fa3556","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VKSqcCAP8gihUcD8YjgoYS","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me create the configuration file schema and default config. I'll create a config.py module for managing configuration.","signature":"EqcCCkYICxgCKkCRP61/zRlvGiIhR7SVN3L+b3Zkl3cRR/cssAvZMqMaTXzQmMFNbEsv4j5txmnlVcKpKRlKlAPlL+DFR25hIr9qEgzDBSoXNml9FRRvn2saDHpudyup8Ocu7loOESIwbn/Yt8eyCSBgUAua0qiepkp3kbgSzZ9aWL906s/oORMyb7qrDjCJdUGf1kvtO0KtKo4BcdBU8+PBil9D+Kum/NbX3s007J4j+chgdK2H+3nv59wqqplORR9zWcrLbRPJfGW3/L1mioaN5iliYevj+GnpSjyWmmVNXmq39CLxBqjiPL8AApZpDnG5CZDfe6ttjNYiByP3GXIDOV25Tzt+snoH9slFO5+IsWJvpBH03ldK4bR8CSC9zP+ZCg8WJM8T/RgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":993,"cache_read_input_tokens":114771,"cache_creation":{"ephemeral_5m_input_tokens":993,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"requestId":"req_011CWzGbg9kfFcjRBBnxa7fU","type":"assistant","uuid":"ef331cd0-66b0-4136-aa7b-d7368fb8d3bc","timestamp":"2026-01-10T19:43:45.331Z"}
{"parentUuid":"ef331cd0-66b0-4136-aa7b-d7368fb8d3bc","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VKSqcCAP8gihUcD8YjgoYS","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me create the configuration module."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":993,"cache_read_input_tokens":114771,"cache_creation":{"ephemeral_5m_input_tokens":993,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"requestId":"req_011CWzGbg9kfFcjRBBnxa7fU","type":"assistant","uuid":"5fa81b73-7042-4733-8787-d8270842b9f8","timestamp":"2026-01-10T19:43:45.652Z"}
{"parentUuid":"5fa81b73-7042-4733-8787-d8270842b9f8","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VKSqcCAP8gihUcD8YjgoYS","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016X5i5cHEzRCwkv23sL6AmX","name":"Write","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\config.py","content":"\"\"\"\nAutocoder Configuration\n=======================\n\nCentralized configuration management for Autocoder 2.0.\nLoads settings from ~/.autocoder/config.json with sensible defaults.\n\"\"\"\n\nimport json\nimport logging\nfrom dataclasses import dataclass, field, asdict\nfrom pathlib import Path\nfrom typing import Optional\n\nlogger = logging.getLogger(__name__)\n\n# Default config location\nCONFIG_DIR = Path.home() / \".autocoder\"\nCONFIG_FILE = CONFIG_DIR / \"config.json\"\n\n\n@dataclass\nclass GitAgentConfig:\n \"\"\"Git agent configuration.\"\"\"\n auto_commit: bool = True\n auto_push: bool = False\n commit_style: str = \"conventional\" # \"conventional\", \"simple\", \"detailed\"\n push_on: list[str] = field(default_factory=lambda: [\"feature_complete\", \"session_end\"])\n pull_before: list[str] = field(default_factory=lambda: [\"code_review\", \"feature_start\"])\n\n\n@dataclass\nclass ParallelConfig:\n \"\"\"Parallel agent configuration.\"\"\"\n enabled: bool = True\n max_agents: int = 3\n lock_timeout_seconds: int = 3600\n\n\n@dataclass\nclass SecurityConfig:\n \"\"\"Security configuration.\"\"\"\n sandbox_enabled: bool = False # Disabled for full system access\n allowed_hosts: list[str] = field(default_factory=list) # Empty = all allowed\n\n\n@dataclass\nclass PathsConfig:\n \"\"\"Path configuration.\"\"\"\n credentials_path: str = \"~/claude-projects/shared-data/credentials.md\"\n global_resources_path: str = \"~/.autocoder/global_resources.json\"\n session_logs_path: str = \"~/claude-projects/session-logs\"\n\n\n@dataclass\nclass UIConfig:\n \"\"\"UI configuration.\"\"\"\n theme: str = \"neobrutalism\"\n show_agent_thoughts: bool = True\n sound_enabled: bool = True\n celebration_enabled: bool = True\n\n\n@dataclass\nclass AutocoderConfig:\n \"\"\"Main Autocoder configuration.\"\"\"\n version: str = \"2.0.0\"\n default_model: str = \"claude-sonnet-4-20250514\"\n git_agent: GitAgentConfig = field(default_factory=GitAgentConfig)\n parallel: ParallelConfig = field(default_factory=ParallelConfig)\n security: SecurityConfig = field(default_factory=SecurityConfig)\n paths: PathsConfig = field(default_factory=PathsConfig)\n ui: UIConfig = field(default_factory=UIConfig)\n\n def to_dict(self) -> dict:\n \"\"\"Convert to dictionary for JSON serialization.\"\"\"\n return {\n \"version\": self.version,\n \"default_model\": self.default_model,\n \"git_agent\": asdict(self.git_agent),\n \"parallel\": asdict(self.parallel),\n \"security\": asdict(self.security),\n \"paths\": asdict(self.paths),\n \"ui\": asdict(self.ui),\n }\n\n @classmethod\n def from_dict(cls, data: dict) -> \"AutocoderConfig\":\n \"\"\"Create from dictionary.\"\"\"\n return cls(\n version=data.get(\"version\", \"2.0.0\"),\n default_model=data.get(\"default_model\", \"claude-sonnet-4-20250514\"),\n git_agent=GitAgentConfig(**data.get(\"git_agent\", {})),\n parallel=ParallelConfig(**data.get(\"parallel\", {})),\n security=SecurityConfig(**data.get(\"security\", {})),\n paths=PathsConfig(**data.get(\"paths\", {})),\n ui=UIConfig(**data.get(\"ui\", {})),\n )\n\n\n# Global config instance\n_config: Optional[AutocoderConfig] = None\n\n\ndef get_config() -> AutocoderConfig:\n \"\"\"\n Get the global configuration instance.\n\n Loads from ~/.autocoder/config.json if it exists,\n otherwise returns defaults.\n\n Returns:\n AutocoderConfig instance\n \"\"\"\n global _config\n\n if _config is not None:\n return _config\n\n _config = load_config()\n return _config\n\n\ndef load_config(path: Optional[Path] = None) -> AutocoderConfig:\n \"\"\"\n Load configuration from file.\n\n Args:\n path: Optional path to config file (defaults to ~/.autocoder/config.json)\n\n Returns:\n AutocoderConfig instance\n \"\"\"\n config_path = path or CONFIG_FILE\n\n if config_path.exists():\n try:\n with open(config_path, \"r\", encoding=\"utf-8\") as f:\n data = json.load(f)\n logger.info(f\"Loaded config from {config_path}\")\n return AutocoderConfig.from_dict(data)\n except Exception as e:\n logger.warning(f\"Failed to load config from {config_path}: {e}\")\n logger.info(\"Using default configuration\")\n\n return AutocoderConfig()\n\n\ndef save_config(config: Optional[AutocoderConfig] = None, path: Optional[Path] = None) -> None:\n \"\"\"\n Save configuration to file.\n\n Args:\n config: Config to save (defaults to global config)\n path: Path to save to (defaults to ~/.autocoder/config.json)\n \"\"\"\n config = config or get_config()\n config_path = path or CONFIG_FILE\n\n # Ensure directory exists\n config_path.parent.mkdir(parents=True, exist_ok=True)\n\n with open(config_path, \"w\", encoding=\"utf-8\") as f:\n json.dump(config.to_dict(), f, indent=2)\n\n logger.info(f\"Saved config to {config_path}\")\n\n\ndef reset_config() -> AutocoderConfig:\n \"\"\"\n Reset configuration to defaults.\n\n Returns:\n New default AutocoderConfig\n \"\"\"\n global _config\n _config = AutocoderConfig()\n return _config\n\n\ndef update_config(**kwargs) -> AutocoderConfig:\n \"\"\"\n Update configuration with new values.\n\n Args:\n **kwargs: Configuration values to update\n\n Returns:\n Updated AutocoderConfig\n \"\"\"\n config = get_config()\n\n for key, value in kwargs.items():\n if hasattr(config, key):\n setattr(config, key, value)\n\n return config\n\n\ndef ensure_config_dir() -> Path:\n \"\"\"\n Ensure the config directory exists.\n\n Returns:\n Path to config directory\n \"\"\"\n CONFIG_DIR.mkdir(parents=True, exist_ok=True)\n return CONFIG_DIR\n\n\ndef create_default_config() -> None:\n \"\"\"Create default configuration file if it doesn't exist.\"\"\"\n if not CONFIG_FILE.exists():\n ensure_config_dir()\n save_config(AutocoderConfig())\n logger.info(f\"Created default config at {CONFIG_FILE}\")\n\n\n# Initialize config directory on import\nensure_config_dir()\n"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":993,"cache_read_input_tokens":114771,"cache_creation":{"ephemeral_5m_input_tokens":993,"ephemeral_1h_input_tokens":0},"output_tokens":1838,"service_tier":"standard"}},"requestId":"req_011CWzGbg9kfFcjRBBnxa7fU","type":"assistant","uuid":"ed98e121-8fc7-4f46-832f-7b4b1e62a727","timestamp":"2026-01-10T19:44:05.450Z"}
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{"parentUuid":"ed98e121-8fc7-4f46-832f-7b4b1e62a727","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016X5i5cHEzRCwkv23sL6AmX","type":"tool_result","content":"File created successfully at: C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\config.py"}]},"uuid":"66e183ce-5cdc-4d09-b841-3d995c0f1582","timestamp":"2026-01-10T19:44:07.625Z","toolUseResult":{"type":"create","filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\config.py","content":"\"\"\"\nAutocoder Configuration\n=======================\n\nCentralized configuration management for Autocoder 2.0.\nLoads settings from ~/.autocoder/config.json with sensible defaults.\n\"\"\"\n\nimport json\nimport logging\nfrom dataclasses import dataclass, field, asdict\nfrom pathlib import Path\nfrom typing import Optional\n\nlogger = logging.getLogger(__name__)\n\n# Default config location\nCONFIG_DIR = Path.home() / \".autocoder\"\nCONFIG_FILE = CONFIG_DIR / \"config.json\"\n\n\n@dataclass\nclass GitAgentConfig:\n \"\"\"Git agent configuration.\"\"\"\n auto_commit: bool = True\n auto_push: bool = False\n commit_style: str = \"conventional\" # \"conventional\", \"simple\", \"detailed\"\n push_on: list[str] = field(default_factory=lambda: [\"feature_complete\", \"session_end\"])\n pull_before: list[str] = field(default_factory=lambda: [\"code_review\", \"feature_start\"])\n\n\n@dataclass\nclass ParallelConfig:\n \"\"\"Parallel agent configuration.\"\"\"\n enabled: bool = True\n max_agents: int = 3\n lock_timeout_seconds: int = 3600\n\n\n@dataclass\nclass SecurityConfig:\n \"\"\"Security configuration.\"\"\"\n sandbox_enabled: bool = False # Disabled for full system access\n allowed_hosts: list[str] = field(default_factory=list) # Empty = all allowed\n\n\n@dataclass\nclass PathsConfig:\n \"\"\"Path configuration.\"\"\"\n credentials_path: str = \"~/claude-projects/shared-data/credentials.md\"\n global_resources_path: str = \"~/.autocoder/global_resources.json\"\n session_logs_path: str = \"~/claude-projects/session-logs\"\n\n\n@dataclass\nclass UIConfig:\n \"\"\"UI configuration.\"\"\"\n theme: str = \"neobrutalism\"\n show_agent_thoughts: bool = True\n sound_enabled: bool = True\n celebration_enabled: bool = True\n\n\n@dataclass\nclass AutocoderConfig:\n \"\"\"Main Autocoder configuration.\"\"\"\n version: str = \"2.0.0\"\n default_model: str = \"claude-sonnet-4-20250514\"\n git_agent: GitAgentConfig = field(default_factory=GitAgentConfig)\n parallel: ParallelConfig = field(default_factory=ParallelConfig)\n security: SecurityConfig = field(default_factory=SecurityConfig)\n paths: PathsConfig = field(default_factory=PathsConfig)\n ui: UIConfig = field(default_factory=UIConfig)\n\n def to_dict(self) -> dict:\n \"\"\"Convert to dictionary for JSON serialization.\"\"\"\n return {\n \"version\": self.version,\n \"default_model\": self.default_model,\n \"git_agent\": asdict(self.git_agent),\n \"parallel\": asdict(self.parallel),\n \"security\": asdict(self.security),\n \"paths\": asdict(self.paths),\n \"ui\": asdict(self.ui),\n }\n\n @classmethod\n def from_dict(cls, data: dict) -> \"AutocoderConfig\":\n \"\"\"Create from dictionary.\"\"\"\n return cls(\n version=data.get(\"version\", \"2.0.0\"),\n default_model=data.get(\"default_model\", \"claude-sonnet-4-20250514\"),\n git_agent=GitAgentConfig(**data.get(\"git_agent\", {})),\n parallel=ParallelConfig(**data.get(\"parallel\", {})),\n security=SecurityConfig(**data.get(\"security\", {})),\n paths=PathsConfig(**data.get(\"paths\", {})),\n ui=UIConfig(**data.get(\"ui\", {})),\n )\n\n\n# Global config instance\n_config: Optional[AutocoderConfig] = None\n\n\ndef get_config() -> AutocoderConfig:\n \"\"\"\n Get the global configuration instance.\n\n Loads from ~/.autocoder/config.json if it exists,\n otherwise returns defaults.\n\n Returns:\n AutocoderConfig instance\n \"\"\"\n global _config\n\n if _config is not None:\n return _config\n\n _config = load_config()\n return _config\n\n\ndef load_config(path: Optional[Path] = None) -> AutocoderConfig:\n \"\"\"\n Load configuration from file.\n\n Args:\n path: Optional path to config file (defaults to ~/.autocoder/config.json)\n\n Returns:\n AutocoderConfig instance\n \"\"\"\n config_path = path or CONFIG_FILE\n\n if config_path.exists():\n try:\n with open(config_path, \"r\", encoding=\"utf-8\") as f:\n data = json.load(f)\n logger.info(f\"Loaded config from {config_path}\")\n return AutocoderConfig.from_dict(data)\n except Exception as e:\n logger.warning(f\"Failed to load config from {config_path}: {e}\")\n logger.info(\"Using default configuration\")\n\n return AutocoderConfig()\n\n\ndef save_config(config: Optional[AutocoderConfig] = None, path: Optional[Path] = None) -> None:\n \"\"\"\n Save configuration to file.\n\n Args:\n config: Config to save (defaults to global config)\n path: Path to save to (defaults to ~/.autocoder/config.json)\n \"\"\"\n config = config or get_config()\n config_path = path or CONFIG_FILE\n\n # Ensure directory exists\n config_path.parent.mkdir(parents=True, exist_ok=True)\n\n with open(config_path, \"w\", encoding=\"utf-8\") as f:\n json.dump(config.to_dict(), f, indent=2)\n\n logger.info(f\"Saved config to {config_path}\")\n\n\ndef reset_config() -> AutocoderConfig:\n \"\"\"\n Reset configuration to defaults.\n\n Returns:\n New default AutocoderConfig\n \"\"\"\n global _config\n _config = AutocoderConfig()\n return _config\n\n\ndef update_config(**kwargs) -> AutocoderConfig:\n \"\"\"\n Update configuration with new values.\n\n Args:\n **kwargs: Configuration values to update\n\n Returns:\n Updated AutocoderConfig\n \"\"\"\n config = get_config()\n\n for key, value in kwargs.items():\n if hasattr(config, key):\n setattr(config, key, value)\n\n return config\n\n\ndef ensure_config_dir() -> Path:\n \"\"\"\n Ensure the config directory exists.\n\n Returns:\n Path to config directory\n \"\"\"\n CONFIG_DIR.mkdir(parents=True, exist_ok=True)\n return CONFIG_DIR\n\n\ndef create_default_config() -> None:\n \"\"\"Create default configuration file if it doesn't exist.\"\"\"\n if not CONFIG_FILE.exists():\n ensure_config_dir()\n save_config(AutocoderConfig())\n logger.info(f\"Created default config at {CONFIG_FILE}\")\n\n\n# Initialize config directory on import\nensure_config_dir()\n","structuredPatch":[],"originalFile":null},"sourceToolAssistantUUID":"ed98e121-8fc7-4f46-832f-7b4b1e62a727"}
{"parentUuid":"66e183ce-5cdc-4d09-b841-3d995c0f1582","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01LwZ7Dan5QbtRrX918Cy8oM","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Let me mark Phase 5 as complete and provide a summary to the user of everything that was done.","signature":"EoYCCkYICxgCKkDDLj4YO40Tsq18NiO29KDwxr8hwPo3/gv2RBCi4fSvb3CGDcCJesrmgCnaOu/WUMSqr0b4+S5op8Q8Ivp+2M/oEgx4DQTtOvo4e4I0bkkaDOd3zgzS4rgZO6YLciIw6POk3VfOF3Y0PPVT3npdSh93Mw+NIOdIn1NrVbmzhwFWOVLzsXx/b6Ca2pS6UpWGKm4pvMyUHjb+r5amxTzROfpHtL+/DJg6dQQm+jtzMpU/5YpAVDU6v3Khn6UVzR+CXLavZkB6qHkrHpqnV3rK8BT3NvP8wPIsGeXNrMnd5ssktjEwpjTnfPQEfjA+LY60GdbIBAKH3FFNEmkis/ASOxgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":2146,"cache_read_input_tokens":115764,"cache_creation":{"ephemeral_5m_input_tokens":2146,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"requestId":"req_011CWzGdpNvGuYwAzcuY6pVu","type":"assistant","uuid":"240ccc82-5073-4d10-a8c4-719a5a90c5dd","timestamp":"2026-01-10T19:44:14.419Z"}
{"parentUuid":"240ccc82-5073-4d10-a8c4-719a5a90c5dd","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01LwZ7Dan5QbtRrX918Cy8oM","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0116cErTwbAupFbUbVjBZae9","name":"TodoWrite","input":{"todos":[{"content":"Phase 1: Foundation (sandbox, credentials, resources, context injection)","status":"completed","activeForm":"Phase 1 foundation complete"},{"content":"Phase 2: Claude Terminal (backend + frontend)","status":"completed","activeForm":"Phase 2 terminal complete"},{"content":"Phase 3: Git Agent (backend + frontend)","status":"completed","activeForm":"Phase 3 git agent complete"},{"content":"Phase 4: Parallel coding agents","status":"completed","activeForm":"Phase 4 parallel agents complete"},{"content":"Phase 5: Integration and UI updates","status":"completed","activeForm":"Phase 5 integration complete"}]}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":2146,"cache_read_input_tokens":115764,"cache_creation":{"ephemeral_5m_input_tokens":2146,"ephemeral_1h_input_tokens":0},"output_tokens":254,"service_tier":"standard"}},"requestId":"req_011CWzGdpNvGuYwAzcuY6pVu","type":"assistant","uuid":"11f3d08c-30e3-4ba6-9a4b-0eaeaf6b4899","timestamp":"2026-01-10T19:44:16.461Z"}
{"parentUuid":"11f3d08c-30e3-4ba6-9a4b-0eaeaf6b4899","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0116cErTwbAupFbUbVjBZae9","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"uuid":"becb749b-05b4-489a-bab7-b0f21d126330","timestamp":"2026-01-10T19:44:16.598Z","toolUseResult":{"oldTodos":[{"content":"Phase 1: Foundation (sandbox, credentials, resources, context injection)","status":"completed","activeForm":"Phase 1 foundation complete"},{"content":"Phase 2: Claude Terminal (backend + frontend)","status":"completed","activeForm":"Phase 2 terminal complete"},{"content":"Phase 3: Git Agent (backend + frontend)","status":"completed","activeForm":"Phase 3 git agent complete"},{"content":"Phase 4.1: Create feature_graph.py for dependency tracking","status":"completed","activeForm":"Creating feature dependency graph"},{"content":"Phase 4.2: Create file_lock.py for concurrent access control","status":"completed","activeForm":"Creating file lock manager"},{"content":"Phase 4.3: Create parallel_agent.py runner","status":"completed","activeForm":"Implementing parallel agent runner"},{"content":"Phase 5: Integration and UI updates","status":"in_progress","activeForm":"Integrating and polishing UI"}],"newTodos":[{"content":"Phase 1: Foundation (sandbox, credentials, resources, context injection)","status":"completed","activeForm":"Phase 1 foundation complete"},{"content":"Phase 2: Claude Terminal (backend + frontend)","status":"completed","activeForm":"Phase 2 terminal complete"},{"content":"Phase 3: Git Agent (backend + frontend)","status":"completed","activeForm":"Phase 3 git agent complete"},{"content":"Phase 4: Parallel coding agents","status":"completed","activeForm":"Phase 4 parallel agents complete"},{"content":"Phase 5: Integration and UI updates","status":"completed","activeForm":"Phase 5 integration complete"}]},"sourceToolAssistantUUID":"11f3d08c-30e3-4ba6-9a4b-0eaeaf6b4899"}
{"parentUuid":"becb749b-05b4-489a-bab7-b0f21d126330","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01Uo6HTcFwodUdTrCKb6J3P5","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"All phases are complete. Let me provide a summary of everything that was implemented in the Autocoder 2.0 upgrade.","signature":"EpsCCkYICxgCKkB5dDqzHTZW8yLtSx9n87ygPbQKJ+bNQ16jVFgjQcIKLET91oT7ZY1tjQ4SZ1TciBdX5FfaXr2Npafy18ty/eNHEgzRCkhMaAaXgppLqJkaDK1f6ECtxamFzriqQyIw6xpI6iFWbCQ/3BDFTu7reiAb9aMlJsqClOTDC0EUIvlnc7X9Pc745mkeeiRDhrbtKoIB0KOVJ5QRECGXo0XMX0EP/VslXXk/MU09ngXxhJlCu5K/yIZ2963UAH2SWhLg/0IxrtYTwszm0u531QsJKK0vzNMMqzw3fnOoTSfjwTOqrOyB5YJhOwdopY/iCpTDqytbrKOCSFI8Ha2wvrwnzHsgBYcx/NSQcGSe+uLByfOk01X8dxgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":303,"cache_read_input_tokens":117910,"cache_creation":{"ephemeral_5m_input_tokens":303,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzGeSs8tm1ETtpnfgAqr","type":"assistant","uuid":"0e589604-eb33-4073-9889-fc53413b4c1d","timestamp":"2026-01-10T19:44:22.761Z"}
{"parentUuid":"0e589604-eb33-4073-9889-fc53413b4c1d","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01Uo6HTcFwodUdTrCKb6J3P5","type":"message","role":"assistant","content":[{"type":"text","text":"All phases complete! Here's a summary of the Autocoder 2.0 implementation:\n\n## Implementation Summary\n\n### Phase 1: Foundation\n| File | Purpose |\n|------|---------|\n| `client.py` | Disabled sandbox for full system access |\n| `security.py` | Expanded allowed commands (SSH, docker, etc.) |\n| `server/services/credential_resolver.py` | Parse credentials.md |\n| `server/services/resource_manager.py` | Global + project resource management |\n| `prompts.py` | Context injection (infrastructure, credentials) |\n\n### Phase 2: Claude Terminal\n| File | Purpose |\n|------|---------|\n| `server/services/terminal_session.py` | WebSocket Claude session for resource management |\n| `server/routers/terminal.py` | REST + WebSocket endpoints |\n| `ui/src/hooks/useTerminal.ts` | React hook for terminal |\n| `ui/src/components/TerminalChat.tsx` | Terminal UI component |\n\n### Phase 3: Git Agent\n| File | Purpose |\n|------|---------|\n| `server/services/git_operations.py` | Async git command wrappers |\n| `server/agents/git_agent.py` | Change tracking and commit coordination |\n| `server/routers/git.py` | REST + WebSocket endpoints |\n| `ui/src/hooks/useGit.ts` | React hook for git status |\n| `ui/src/components/GitPanel.tsx` | Git status panel |\n\n### Phase 4: Parallel Agents\n| File | Purpose |\n|------|---------|\n| `server/services/feature_graph.py` | Feature dependency tracking |\n| `server/services/file_lock.py` | Async file locking |\n| `parallel_agent.py` | Parallel agent runner CLI |\n\n### Phase 5: Integration\n| File | Purpose |\n|------|---------|\n| `config.py` | Centralized configuration (~/.autocoder/config.json) |\n| `ui/src/App.tsx` | Added Terminal (T) and Git (G) buttons |\n\n## Keyboard Shortcuts\n- **N** - Add Feature\n- **T** - Toggle Terminal\n- **G** - Toggle Git Panel\n- **A** - Toggle Assistant\n- **D** - Toggle Debug Log\n- **Esc** - Close panels\n\n## Running Parallel Agents\n```bash\npython parallel_agent.py --project-dir my-project --max-parallel 3\n```"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":303,"cache_read_input_tokens":117910,"cache_creation":{"ephemeral_5m_input_tokens":303,"ephemeral_1h_input_tokens":0},"output_tokens":629,"service_tier":"standard"}},"requestId":"req_011CWzGeSs8tm1ETtpnfgAqr","type":"assistant","uuid":"91efb1ed-0adc-4a98-86ba-9ec19e10b6b8","timestamp":"2026-01-10T19:44:31.110Z"}
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{"parentUuid":"da56acbd-ba61-480c-9ce0-848b3fce2d6c","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":"Given that Claude is pretty smart, can we have something that dynamically decides how many agents can/should be run? "},"uuid":"bd046436-8bbe-470c-a697-9eef92a34cbb","timestamp":"2026-01-10T19:50:50.755Z","thinkingMetadata":{"level":"high","disabled":false,"triggers":[]},"todos":[]}
{"parentUuid":"bd046436-8bbe-470c-a697-9eef92a34cbb","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01GPrh8noNzpxS572etDU5Pc","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The user wants a smarter system that dynamically decides how many agents to run based on various factors. This is a great idea - rather than a fixed `max_parallel`, Claude could analyze:\n\n1. **Feature complexity** - Simple features might allow more parallelism, complex ones less\n2. **File overlap predictions** - Features touching different parts of codebase can parallelize better\n3. **System resources** - Available memory, CPU, API rate limits\n4. **Feature dependencies** - Graph analysis to find independent feature clusters\n5. **Historical data** - How long features took, what failed, etc.\n\nI should create an \"orchestrator\" or \"dynamic scheduler\" that uses Claude to analyze features and make intelligent decisions about parallelization. This could:\n\n1. Analyze pending features and cluster them by likely file conflicts\n2. Estimate complexity based on description and steps\n3. Consider the current state (how many in progress, recent failures)\n4. Decide optimal parallelism level\n\nLet me create a `smart_orchestrator.py` or update the parallel agent runner with dynamic scheduling.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":105510,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":105510,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"requestId":"req_011CWzH9MSWYVdGxDZ81ww3n","type":"assistant","uuid":"45e86635-a95c-427e-bb27-f0fb9da3f668","timestamp":"2026-01-10T19:51:01.089Z"}
{"parentUuid":"45e86635-a95c-427e-bb27-f0fb9da3f668","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01GPrh8noNzpxS572etDU5Pc","type":"message","role":"assistant","content":[{"type":"text","text":"Great idea. Let me create a smart orchestrator that uses Claude to dynamically decide parallelization based on feature analysis, complexity, and predicted conflicts."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":105510,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":105510,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"requestId":"req_011CWzH9MSWYVdGxDZ81ww3n","type":"assistant","uuid":"54a65063-228e-4def-9f44-39772d4a17b2","timestamp":"2026-01-10T19:51:01.963Z"}
{"parentUuid":"54a65063-228e-4def-9f44-39772d4a17b2","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01GPrh8noNzpxS572etDU5Pc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01NvhHQt1mEjtewivoCPJHcU","name":"Write","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","content":"\"\"\"\nSmart Orchestrator\n==================\n\nUses Claude to dynamically decide how many agents to run in parallel\nbased on feature analysis, complexity estimation, and conflict prediction.\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nfrom dataclasses import dataclass, field\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom claude_agent_sdk import ClaudeSDKClient\n\nfrom parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom progress import get_feature_stats\n\nlogger = logging.getLogger(__name__)\n\n\n@dataclass\nclass FeatureCluster:\n \"\"\"A group of features that can safely run together.\"\"\"\n features: list[ParallelFeature]\n estimated_parallelism: int\n reasoning: str\n predicted_conflicts: list[str] = field(default_factory=list)\n total_complexity: int = 0\n\n\n@dataclass\nclass OrchestrationDecision:\n \"\"\"Decision about how to run features.\"\"\"\n recommended_parallelism: int\n features_to_run: list[ParallelFeature]\n reasoning: str\n risk_level: str # \"low\", \"medium\", \"high\"\n estimated_duration_minutes: int = 0\n\n\nANALYSIS_PROMPT = \"\"\"You are an expert software architect analyzing features for parallel execution.\n\nGiven these pending features, analyze them and decide:\n1. How many can safely run in parallel\n2. Which specific features to run together\n3. Risk assessment for parallel execution\n\nConsider:\n- Features touching similar files/directories should NOT run together\n- UI features can often parallelize with backend features\n- Database/schema changes should run alone\n- Test features can parallelize with implementation features\n- Simple features (1-2 steps) are safer to parallelize than complex ones\n\n## Pending Features\n\n{features_json}\n\n## Current State\n- Features in progress: {in_progress_count}\n- Features completed: {completed_count}\n- Recent failures: {recent_failures}\n\n## Response Format\n\nRespond with a JSON object:\n```json\n{{\n \"recommended_parallelism\": ,\n \"feature_ids_to_run\": [],\n \"reasoning\": \"\",\n \"risk_level\": \"\",\n \"estimated_minutes\": ,\n \"clusters\": [\n {{\n \"feature_ids\": [],\n \"reason\": \"\"\n }}\n ],\n \"warnings\": [\"\"]\n}}\n```\n\nBe conservative - it's better to run fewer in parallel than risk conflicts.\n\"\"\"\n\n\nclass SmartOrchestrator:\n \"\"\"\n Intelligent orchestrator that uses Claude to make parallelization decisions.\n\n Instead of a fixed max_parallel, this orchestrator:\n 1. Analyzes pending features using Claude\n 2. Clusters features by predicted file conflicts\n 3. Estimates complexity and risk\n 4. Dynamically adjusts parallelism based on conditions\n \"\"\"\n\n def __init__(\n self,\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n min_parallel: int = 1,\n max_parallel: int = 5,\n yolo_mode: bool = False,\n ):\n \"\"\"\n Initialize the smart orchestrator.\n\n Args:\n project_dir: Path to the project directory\n model: Claude model for both analysis and coding\n min_parallel: Minimum parallel agents\n max_parallel: Maximum parallel agents (cap)\n yolo_mode: Skip testing if True\n \"\"\"\n self.project_dir = project_dir\n self.model = model\n self.min_parallel = min_parallel\n self.max_parallel = max_parallel\n self.yolo_mode = yolo_mode\n\n self.feature_graph = FeatureGraph(project_dir)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Use Claude to analyze features and decide parallelization.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n completed = stats.get(\"passing\", 0)\n\n # Prepare features for analysis\n features_data = []\n for f in features[:20]: # Limit to 20 for context\n features_data.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_data, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Quick analysis using Claude\n try:\n # Use a lightweight client for analysis\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n # Parse response\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")\n\n # Map feature IDs to features\n feature_map = {f.id: f for f in features}\n features_to_run = [\n feature_map[fid]\n for fid in decision_data.get(\"feature_ids_to_run\", [])\n if fid in feature_map\n ]\n\n # Apply caps\n parallelism = min(\n max(decision_data.get(\"recommended_parallelism\", 1), self.min_parallel),\n self.max_parallel,\n )\n\n return OrchestrationDecision(\n recommended_parallelism=parallelism,\n features_to_run=features_to_run[:parallelism],\n reasoning=decision_data.get(\"reasoning\", \"Analysis complete\"),\n risk_level=decision_data.get(\"risk_level\", \"medium\"),\n estimated_duration_minutes=decision_data.get(\"estimated_minutes\", 30),\n )\n\n except Exception as e:\n logger.warning(f\"Analysis failed, using fallback: {e}\")\n return self._fallback_decision(features)\n\n def _fallback_decision(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Fallback decision when Claude analysis fails.\n\n Uses simple heuristics based on feature categories.\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No features available\",\n risk_level=\"low\",\n )\n\n # Group by category\n categories = {}\n for f in features:\n cat = f.category.lower()\n if cat not in categories:\n categories[cat] = []\n categories[cat].append(f)\n\n # Pick one from each category (up to max)\n selected = []\n for cat, cat_features in categories.items():\n if len(selected) < self.max_parallel:\n selected.append(cat_features[0])\n\n # If we have room and features left, add more\n remaining = [f for f in features if f not in selected]\n while len(selected) < self.min_parallel and remaining:\n selected.append(remaining.pop(0))\n\n return OrchestrationDecision(\n recommended_parallelism=len(selected),\n features_to_run=selected,\n reasoning=\"Fallback: One feature per category\",\n risk_level=\"medium\",\n )\n\n async def run_smart(\n self,\n max_iterations: Optional[int] = None,\n ) -> dict:\n \"\"\"\n Run the smart orchestration loop.\n\n Args:\n max_iterations: Maximum iteration cycles\n\n Returns:\n Summary statistics\n \"\"\"\n print(\"\\n\" + \"=\" * 70)\n print(\" SMART ORCHESTRATOR\")\n print(\"=\" * 70)\n print(f\"\\nProject: {self.project_dir}\")\n print(f\"Model: {self.model}\")\n print(f\"Parallelism range: {self.min_parallel}-{self.max_parallel}\")\n print()\n\n total_completed = 0\n total_failed = 0\n iteration = 0\n\n while True:\n iteration += 1\n\n if max_iterations and iteration > max_iterations:\n print(f\"\\nReached max iterations ({max_iterations})\")\n break\n\n # Get available features\n features = self.feature_graph.get_parallelizable_features(\n count=20, # Get more for analysis\n )\n\n if not features:\n stats = get_feature_stats(self.project_dir)\n if stats and stats.get(\"pending\", 0) == 0:\n print(\"\\n All features completed!\")\n break\n print(\"\\nNo parallelizable features, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Analyze and decide\n print(f\"\\n--- Iteration {iteration} ---\")\n print(f\"Analyzing {len(features)} pending features...\")\n\n decision = await self.analyze_features(features)\n\n print(f\"\\nDecision: Run {decision.recommended_parallelism} agents in parallel\")\n print(f\"Risk level: {decision.risk_level}\")\n print(f\"Reasoning: {decision.reasoning}\")\n print(f\"\\nFeatures selected:\")\n for f in decision.features_to_run:\n print(f\" - #{f.id}: {f.name} [{f.category}]\")\n\n if not decision.features_to_run:\n print(\"\\nNo features selected, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Create runner with dynamic parallelism\n runner = ParallelAgentRunner(\n project_dir=self.project_dir,\n model=self.model,\n max_parallel=decision.recommended_parallelism,\n yolo_mode=self.yolo_mode,\n )\n\n # Run the selected features\n tasks = []\n for i, feature in enumerate(decision.features_to_run):\n agent_id = f\"smart-{iteration}-{i}\"\n task = asyncio.create_task(\n runner.run_single_feature(feature, agent_id)\n )\n tasks.append((feature, task))\n\n # Wait for completion\n for feature, task in tasks:\n try:\n result = await task\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name}\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")\n\n # Brief delay\n await asyncio.sleep(3)\n\n return {\n \"total_completed\": total_completed,\n \"total_failed\": total_failed,\n \"iterations\": iteration,\n }\n\n\nasync def run_smart_orchestrator(\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n max_iterations: Optional[int] = None,\n yolo_mode: bool = False,\n) -> dict:\n \"\"\"\n Convenience function to run smart orchestrator.\n\n Args:\n project_dir: Project directory\n model: Claude model\n max_iterations: Max iterations\n yolo_mode: Skip testing\n\n Returns:\n Summary statistics\n \"\"\"\n orchestrator = SmartOrchestrator(\n project_dir=project_dir,\n model=model,\n yolo_mode=yolo_mode,\n )\n\n return await orchestrator.run_smart(max_iterations=max_iterations)\n\n\nif __name__ == \"__main__\":\n import argparse\n\n parser = argparse.ArgumentParser(description=\"Smart orchestrator for parallel coding\")\n parser.add_argument(\n \"--project-dir\",\n type=str,\n required=True,\n help=\"Project directory\",\n )\n parser.add_argument(\n \"--model\",\n type=str,\n default=\"claude-sonnet-4-20250514\",\n help=\"Claude model\",\n )\n parser.add_argument(\n \"--max-iterations\",\n type=int,\n default=None,\n help=\"Maximum iterations\",\n )\n parser.add_argument(\n \"--yolo\",\n action=\"store_true\",\n help=\"YOLO mode (skip testing)\",\n )\n\n args = parser.parse_args()\n\n project_path = Path(args.project_dir)\n if not project_path.is_absolute():\n try:\n from registry import get_project_path\n resolved = get_project_path(args.project_dir)\n if resolved:\n project_path = resolved\n except ImportError:\n pass\n\n result = asyncio.run(run_smart_orchestrator(\n project_dir=project_path,\n model=args.model,\n max_iterations=args.max_iterations,\n yolo_mode=args.yolo,\n ))\n\n print(\"\\n\" + \"=\" * 70)\n print(\" ORCHESTRATION COMPLETE\")\n print(\"=\" * 70)\n print(f\"\\nCompleted: {result['total_completed']}\")\n print(f\"Failed: {result['total_failed']}\")\n print(f\"Iterations: {result['iterations']}\")\n"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":105510,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":105510,"ephemeral_1h_input_tokens":0},"output_tokens":4087,"service_tier":"standard"}},"requestId":"req_011CWzH9MSWYVdGxDZ81ww3n","type":"assistant","uuid":"06baa483-490b-4d20-9594-8187fb2c70ca","timestamp":"2026-01-10T19:51:47.109Z"}
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{"parentUuid":"06baa483-490b-4d20-9594-8187fb2c70ca","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NvhHQt1mEjtewivoCPJHcU","type":"tool_result","content":"File created successfully at: C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py"}]},"uuid":"122d62a7-23ff-4cba-b0e7-20533478cd10","timestamp":"2026-01-10T19:51:48.975Z","toolUseResult":{"type":"create","filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","content":"\"\"\"\nSmart Orchestrator\n==================\n\nUses Claude to dynamically decide how many agents to run in parallel\nbased on feature analysis, complexity estimation, and conflict prediction.\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nfrom dataclasses import dataclass, field\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom claude_agent_sdk import ClaudeSDKClient\n\nfrom parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom progress import get_feature_stats\n\nlogger = logging.getLogger(__name__)\n\n\n@dataclass\nclass FeatureCluster:\n \"\"\"A group of features that can safely run together.\"\"\"\n features: list[ParallelFeature]\n estimated_parallelism: int\n reasoning: str\n predicted_conflicts: list[str] = field(default_factory=list)\n total_complexity: int = 0\n\n\n@dataclass\nclass OrchestrationDecision:\n \"\"\"Decision about how to run features.\"\"\"\n recommended_parallelism: int\n features_to_run: list[ParallelFeature]\n reasoning: str\n risk_level: str # \"low\", \"medium\", \"high\"\n estimated_duration_minutes: int = 0\n\n\nANALYSIS_PROMPT = \"\"\"You are an expert software architect analyzing features for parallel execution.\n\nGiven these pending features, analyze them and decide:\n1. How many can safely run in parallel\n2. Which specific features to run together\n3. Risk assessment for parallel execution\n\nConsider:\n- Features touching similar files/directories should NOT run together\n- UI features can often parallelize with backend features\n- Database/schema changes should run alone\n- Test features can parallelize with implementation features\n- Simple features (1-2 steps) are safer to parallelize than complex ones\n\n## Pending Features\n\n{features_json}\n\n## Current State\n- Features in progress: {in_progress_count}\n- Features completed: {completed_count}\n- Recent failures: {recent_failures}\n\n## Response Format\n\nRespond with a JSON object:\n```json\n{{\n \"recommended_parallelism\": ,\n \"feature_ids_to_run\": [],\n \"reasoning\": \"\",\n \"risk_level\": \"\",\n \"estimated_minutes\": ,\n \"clusters\": [\n {{\n \"feature_ids\": [],\n \"reason\": \"\"\n }}\n ],\n \"warnings\": [\"\"]\n}}\n```\n\nBe conservative - it's better to run fewer in parallel than risk conflicts.\n\"\"\"\n\n\nclass SmartOrchestrator:\n \"\"\"\n Intelligent orchestrator that uses Claude to make parallelization decisions.\n\n Instead of a fixed max_parallel, this orchestrator:\n 1. Analyzes pending features using Claude\n 2. Clusters features by predicted file conflicts\n 3. Estimates complexity and risk\n 4. Dynamically adjusts parallelism based on conditions\n \"\"\"\n\n def __init__(\n self,\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n min_parallel: int = 1,\n max_parallel: int = 5,\n yolo_mode: bool = False,\n ):\n \"\"\"\n Initialize the smart orchestrator.\n\n Args:\n project_dir: Path to the project directory\n model: Claude model for both analysis and coding\n min_parallel: Minimum parallel agents\n max_parallel: Maximum parallel agents (cap)\n yolo_mode: Skip testing if True\n \"\"\"\n self.project_dir = project_dir\n self.model = model\n self.min_parallel = min_parallel\n self.max_parallel = max_parallel\n self.yolo_mode = yolo_mode\n\n self.feature_graph = FeatureGraph(project_dir)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Use Claude to analyze features and decide parallelization.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n completed = stats.get(\"passing\", 0)\n\n # Prepare features for analysis\n features_data = []\n for f in features[:20]: # Limit to 20 for context\n features_data.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_data, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Quick analysis using Claude\n try:\n # Use a lightweight client for analysis\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n # Parse response\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")\n\n # Map feature IDs to features\n feature_map = {f.id: f for f in features}\n features_to_run = [\n feature_map[fid]\n for fid in decision_data.get(\"feature_ids_to_run\", [])\n if fid in feature_map\n ]\n\n # Apply caps\n parallelism = min(\n max(decision_data.get(\"recommended_parallelism\", 1), self.min_parallel),\n self.max_parallel,\n )\n\n return OrchestrationDecision(\n recommended_parallelism=parallelism,\n features_to_run=features_to_run[:parallelism],\n reasoning=decision_data.get(\"reasoning\", \"Analysis complete\"),\n risk_level=decision_data.get(\"risk_level\", \"medium\"),\n estimated_duration_minutes=decision_data.get(\"estimated_minutes\", 30),\n )\n\n except Exception as e:\n logger.warning(f\"Analysis failed, using fallback: {e}\")\n return self._fallback_decision(features)\n\n def _fallback_decision(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Fallback decision when Claude analysis fails.\n\n Uses simple heuristics based on feature categories.\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No features available\",\n risk_level=\"low\",\n )\n\n # Group by category\n categories = {}\n for f in features:\n cat = f.category.lower()\n if cat not in categories:\n categories[cat] = []\n categories[cat].append(f)\n\n # Pick one from each category (up to max)\n selected = []\n for cat, cat_features in categories.items():\n if len(selected) < self.max_parallel:\n selected.append(cat_features[0])\n\n # If we have room and features left, add more\n remaining = [f for f in features if f not in selected]\n while len(selected) < self.min_parallel and remaining:\n selected.append(remaining.pop(0))\n\n return OrchestrationDecision(\n recommended_parallelism=len(selected),\n features_to_run=selected,\n reasoning=\"Fallback: One feature per category\",\n risk_level=\"medium\",\n )\n\n async def run_smart(\n self,\n max_iterations: Optional[int] = None,\n ) -> dict:\n \"\"\"\n Run the smart orchestration loop.\n\n Args:\n max_iterations: Maximum iteration cycles\n\n Returns:\n Summary statistics\n \"\"\"\n print(\"\\n\" + \"=\" * 70)\n print(\" SMART ORCHESTRATOR\")\n print(\"=\" * 70)\n print(f\"\\nProject: {self.project_dir}\")\n print(f\"Model: {self.model}\")\n print(f\"Parallelism range: {self.min_parallel}-{self.max_parallel}\")\n print()\n\n total_completed = 0\n total_failed = 0\n iteration = 0\n\n while True:\n iteration += 1\n\n if max_iterations and iteration > max_iterations:\n print(f\"\\nReached max iterations ({max_iterations})\")\n break\n\n # Get available features\n features = self.feature_graph.get_parallelizable_features(\n count=20, # Get more for analysis\n )\n\n if not features:\n stats = get_feature_stats(self.project_dir)\n if stats and stats.get(\"pending\", 0) == 0:\n print(\"\\n All features completed!\")\n break\n print(\"\\nNo parallelizable features, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Analyze and decide\n print(f\"\\n--- Iteration {iteration} ---\")\n print(f\"Analyzing {len(features)} pending features...\")\n\n decision = await self.analyze_features(features)\n\n print(f\"\\nDecision: Run {decision.recommended_parallelism} agents in parallel\")\n print(f\"Risk level: {decision.risk_level}\")\n print(f\"Reasoning: {decision.reasoning}\")\n print(f\"\\nFeatures selected:\")\n for f in decision.features_to_run:\n print(f\" - #{f.id}: {f.name} [{f.category}]\")\n\n if not decision.features_to_run:\n print(\"\\nNo features selected, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Create runner with dynamic parallelism\n runner = ParallelAgentRunner(\n project_dir=self.project_dir,\n model=self.model,\n max_parallel=decision.recommended_parallelism,\n yolo_mode=self.yolo_mode,\n )\n\n # Run the selected features\n tasks = []\n for i, feature in enumerate(decision.features_to_run):\n agent_id = f\"smart-{iteration}-{i}\"\n task = asyncio.create_task(\n runner.run_single_feature(feature, agent_id)\n )\n tasks.append((feature, task))\n\n # Wait for completion\n for feature, task in tasks:\n try:\n result = await task\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name}\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")\n\n # Brief delay\n await asyncio.sleep(3)\n\n return {\n \"total_completed\": total_completed,\n \"total_failed\": total_failed,\n \"iterations\": iteration,\n }\n\n\nasync def run_smart_orchestrator(\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n max_iterations: Optional[int] = None,\n yolo_mode: bool = False,\n) -> dict:\n \"\"\"\n Convenience function to run smart orchestrator.\n\n Args:\n project_dir: Project directory\n model: Claude model\n max_iterations: Max iterations\n yolo_mode: Skip testing\n\n Returns:\n Summary statistics\n \"\"\"\n orchestrator = SmartOrchestrator(\n project_dir=project_dir,\n model=model,\n yolo_mode=yolo_mode,\n )\n\n return await orchestrator.run_smart(max_iterations=max_iterations)\n\n\nif __name__ == \"__main__\":\n import argparse\n\n parser = argparse.ArgumentParser(description=\"Smart orchestrator for parallel coding\")\n parser.add_argument(\n \"--project-dir\",\n type=str,\n required=True,\n help=\"Project directory\",\n )\n parser.add_argument(\n \"--model\",\n type=str,\n default=\"claude-sonnet-4-20250514\",\n help=\"Claude model\",\n )\n parser.add_argument(\n \"--max-iterations\",\n type=int,\n default=None,\n help=\"Maximum iterations\",\n )\n parser.add_argument(\n \"--yolo\",\n action=\"store_true\",\n help=\"YOLO mode (skip testing)\",\n )\n\n args = parser.parse_args()\n\n project_path = Path(args.project_dir)\n if not project_path.is_absolute():\n try:\n from registry import get_project_path\n resolved = get_project_path(args.project_dir)\n if resolved:\n project_path = resolved\n except ImportError:\n pass\n\n result = asyncio.run(run_smart_orchestrator(\n project_dir=project_path,\n model=args.model,\n max_iterations=args.max_iterations,\n yolo_mode=args.yolo,\n ))\n\n print(\"\\n\" + \"=\" * 70)\n print(\" ORCHESTRATION COMPLETE\")\n print(\"=\" * 70)\n print(f\"\\nCompleted: {result['total_completed']}\")\n print(f\"Failed: {result['total_failed']}\")\n print(f\"Iterations: {result['iterations']}\")\n","structuredPatch":[],"originalFile":null},"sourceToolAssistantUUID":"06baa483-490b-4d20-9594-8187fb2c70ca"}
{"parentUuid":"122d62a7-23ff-4cba-b0e7-20533478cd10","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_016oWwRU8Rtz74ozWtmrBufj","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"That's a good smart orchestrator, but I want to make it even smarter by adding more heuristics and also adding an endpoint so it can be controlled from the UI. Let me also add a more sophisticated analysis that considers:\n\n1. Feature similarity detection (name/description similarity)\n2. Historical performance data\n3. Adaptive throttling based on recent failures\n4. Resource awareness\n\nLet me enhance it further.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":4137,"cache_read_input_tokens":118875,"cache_creation":{"ephemeral_5m_input_tokens":4137,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzHDm8ehbXDc6Pz83DAu","type":"assistant","uuid":"75ef65e1-fabd-425b-855b-fdc5ba97a689","timestamp":"2026-01-10T19:51:56.223Z"}
{"parentUuid":"75ef65e1-fabd-425b-855b-fdc5ba97a689","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_016oWwRU8Rtz74ozWtmrBufj","type":"message","role":"assistant","content":[{"type":"text","text":"Let me enhance this with more sophisticated analysis and add a REST API endpoint for UI control."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":4137,"cache_read_input_tokens":118875,"cache_creation":{"ephemeral_5m_input_tokens":4137,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzHDm8ehbXDc6Pz83DAu","type":"assistant","uuid":"aee43f68-d248-431a-b3d2-857d54c9672c","timestamp":"2026-01-10T19:51:56.807Z"}
{"parentUuid":"aee43f68-d248-431a-b3d2-857d54c9672c","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_016oWwRU8Rtz74ozWtmrBufj","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01V3TJNgoHM9NGj7HZbWUN1B","name":"Write","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\smart_scheduler.py","content":"\"\"\"\nSmart Scheduler\n===============\n\nIntelligent scheduling system that dynamically determines optimal\nparallelism based on feature analysis, historical data, and system state.\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nimport re\nfrom dataclasses import dataclass, field\nfrom datetime import datetime, timedelta\nfrom pathlib import Path\nfrom typing import Optional, Callable, Any\nfrom collections import defaultdict\n\nlogger = logging.getLogger(__name__)\n\n\n@dataclass\nclass FeatureAnalysis:\n \"\"\"Analysis of a single feature.\"\"\"\n feature_id: int\n name: str\n category: str\n complexity_score: int # 1-10\n predicted_files: list[str]\n predicted_duration_minutes: int\n risk_factors: list[str]\n can_parallelize_with: list[int] # Feature IDs\n should_run_alone: bool = False\n\n\n@dataclass\nclass SchedulerDecision:\n \"\"\"Scheduling decision with full reasoning.\"\"\"\n parallelism: int\n feature_ids: list[int]\n reasoning: str\n confidence: float # 0-1\n risk_level: str\n estimated_duration: int # minutes\n warnings: list[str] = field(default_factory=list)\n\n\n@dataclass\nclass HistoricalRecord:\n \"\"\"Record of past feature execution.\"\"\"\n feature_id: int\n feature_name: str\n category: str\n success: bool\n duration_seconds: float\n files_touched: list[str]\n timestamp: datetime\n parallelism_level: int\n\n\nclass SmartScheduler:\n \"\"\"\n Intelligent scheduler that learns and adapts.\n\n Decision factors:\n 1. Feature complexity (steps, description length, category)\n 2. Predicted file conflicts (category-based, name-based heuristics)\n 3. Historical performance (past durations, failure rates)\n 4. Current system state (in-progress count, recent failures)\n 5. Feature clustering (similarity detection)\n \"\"\"\n\n # Category conflict matrix - categories that shouldn't run together\n CONFLICT_CATEGORIES = {\n (\"database\", \"migration\"),\n (\"database\", \"schema\"),\n (\"migration\", \"schema\"),\n (\"config\", \"setup\"),\n (\"auth\", \"security\"),\n }\n\n # Categories that are generally safe to parallelize\n SAFE_PARALLEL_CATEGORIES = {\n \"ui\", \"frontend\", \"component\", \"style\", \"test\", \"docs\",\n }\n\n # Keywords indicating features should run alone\n SOLO_KEYWORDS = [\n \"refactor\", \"restructure\", \"migrate\", \"breaking\", \"schema\",\n \"database\", \"init\", \"setup\", \"config\", \"security\", \"auth\",\n ]\n\n def __init__(\n self,\n project_dir: Path,\n min_parallel: int = 1,\n max_parallel: int = 5,\n ):\n \"\"\"\n Initialize the smart scheduler.\n\n Args:\n project_dir: Project directory\n min_parallel: Minimum parallelism\n max_parallel: Maximum parallelism cap\n \"\"\"\n self.project_dir = project_dir\n self.min_parallel = min_parallel\n self.max_parallel = max_parallel\n\n # Historical data\n self._history: list[HistoricalRecord] = []\n self._failure_streak = 0\n self._last_decision_time: Optional[datetime] = None\n\n # Load history if exists\n self._load_history()\n\n def _load_history(self) -> None:\n \"\"\"Load historical data from disk.\"\"\"\n history_file = self.project_dir / \".scheduler_history.json\"\n if history_file.exists():\n try:\n with open(history_file, \"r\") as f:\n data = json.load(f)\n self._history = [\n HistoricalRecord(\n feature_id=r[\"feature_id\"],\n feature_name=r[\"feature_name\"],\n category=r[\"category\"],\n success=r[\"success\"],\n duration_seconds=r[\"duration_seconds\"],\n files_touched=r.get(\"files_touched\", []),\n timestamp=datetime.fromisoformat(r[\"timestamp\"]),\n parallelism_level=r.get(\"parallelism_level\", 1),\n )\n for r in data\n ]\n logger.info(f\"Loaded {len(self._history)} history records\")\n except Exception as e:\n logger.warning(f\"Failed to load history: {e}\")\n\n def _save_history(self) -> None:\n \"\"\"Save historical data to disk.\"\"\"\n history_file = self.project_dir / \".scheduler_history.json\"\n try:\n data = [\n {\n \"feature_id\": r.feature_id,\n \"feature_name\": r.feature_name,\n \"category\": r.category,\n \"success\": r.success,\n \"duration_seconds\": r.duration_seconds,\n \"files_touched\": r.files_touched,\n \"timestamp\": r.timestamp.isoformat(),\n \"parallelism_level\": r.parallelism_level,\n }\n for r in self._history[-100:] # Keep last 100\n ]\n with open(history_file, \"w\") as f:\n json.dump(data, f, indent=2)\n except Exception as e:\n logger.warning(f\"Failed to save history: {e}\")\n\n def record_result(\n self,\n feature_id: int,\n feature_name: str,\n category: str,\n success: bool,\n duration_seconds: float,\n files_touched: list[str],\n parallelism_level: int,\n ) -> None:\n \"\"\"\n Record a feature execution result.\n\n Args:\n feature_id: Feature ID\n feature_name: Feature name\n category: Feature category\n success: Whether it succeeded\n duration_seconds: How long it took\n files_touched: Files that were modified\n parallelism_level: How many agents were running\n \"\"\"\n record = HistoricalRecord(\n feature_id=feature_id,\n feature_name=feature_name,\n category=category,\n success=success,\n duration_seconds=duration_seconds,\n files_touched=files_touched,\n timestamp=datetime.now(),\n parallelism_level=parallelism_level,\n )\n self._history.append(record)\n\n # Track failure streak\n if success:\n self._failure_streak = 0\n else:\n self._failure_streak += 1\n\n self._save_history()\n\n def analyze_feature(self, feature: dict) -> FeatureAnalysis:\n \"\"\"\n Analyze a single feature.\n\n Args:\n feature: Feature dict with id, name, category, description, steps\n\n Returns:\n FeatureAnalysis with predictions\n \"\"\"\n name = feature.get(\"name\", \"\").lower()\n category = feature.get(\"category\", \"\").lower()\n description = feature.get(\"description\", \"\").lower()\n steps = feature.get(\"steps\", [])\n\n # Calculate complexity score (1-10)\n complexity = 1\n\n # Steps contribute\n complexity += min(len(steps), 5)\n\n # Description length\n if len(description) > 500:\n complexity += 2\n elif len(description) > 200:\n complexity += 1\n\n # Keywords that increase complexity\n complex_keywords = [\"refactor\", \"migrate\", \"integrate\", \"overhaul\", \"redesign\"]\n if any(kw in name or kw in description for kw in complex_keywords):\n complexity += 2\n\n complexity = min(complexity, 10)\n\n # Predict files based on category and name\n predicted_files = self._predict_files(name, category, description)\n\n # Estimate duration based on complexity and history\n duration = self._estimate_duration(category, complexity)\n\n # Identify risk factors\n risk_factors = []\n if any(kw in name or kw in description for kw in self.SOLO_KEYWORDS):\n risk_factors.append(\"Contains high-risk keywords\")\n if complexity >= 7:\n risk_factors.append(\"High complexity\")\n if \"database\" in category or \"database\" in description:\n risk_factors.append(\"Database changes\")\n\n # Should run alone?\n should_solo = (\n complexity >= 8 or\n any(kw in name for kw in [\"migrate\", \"schema\", \"init\", \"setup\"]) or\n len(risk_factors) >= 2\n )\n\n return FeatureAnalysis(\n feature_id=feature[\"id\"],\n name=feature[\"name\"],\n category=category,\n complexity_score=complexity,\n predicted_files=predicted_files,\n predicted_duration_minutes=duration,\n risk_factors=risk_factors,\n can_parallelize_with=[], # Filled in later\n should_run_alone=should_solo,\n )\n\n def _predict_files(\n self,\n name: str,\n category: str,\n description: str,\n ) -> list[str]:\n \"\"\"Predict which files/directories a feature will touch.\"\"\"\n files = []\n\n # Category-based predictions\n category_patterns = {\n \"ui\": [\"src/components/\", \"src/pages/\", \"src/styles/\"],\n \"frontend\": [\"src/components/\", \"src/pages/\", \"src/lib/\"],\n \"component\": [\"src/components/\"],\n \"api\": [\"src/api/\", \"src/routes/\", \"server/\"],\n \"backend\": [\"server/\", \"src/api/\", \"src/services/\"],\n \"database\": [\"src/db/\", \"src/models/\", \"migrations/\"],\n \"test\": [\"tests/\", \"__tests__/\", \"*.test.*\"],\n \"auth\": [\"src/auth/\", \"src/middleware/\"],\n \"config\": [\"config/\", \"*.config.*\"],\n }\n\n for cat, patterns in category_patterns.items():\n if cat in category:\n files.extend(patterns)\n\n # Name-based extraction\n # Convert camelCase/PascalCase to path\n name_parts = re.findall(r'[A-Z]?[a-z]+|[A-Z]+(?=[A-Z]|$)', name)\n if name_parts:\n potential_path = \"/\".join(p.lower() for p in name_parts[:2])\n files.append(f\"src/{potential_path}\")\n\n return list(set(files))\n\n def _estimate_duration(self, category: str, complexity: int) -> int:\n \"\"\"Estimate duration in minutes based on history and complexity.\"\"\"\n # Check historical average for category\n category_history = [\n r for r in self._history\n if r.category.lower() == category.lower() and r.success\n ]\n\n if category_history:\n avg_duration = sum(r.duration_seconds for r in category_history) / len(category_history)\n return int(avg_duration / 60) + complexity * 2\n\n # Default estimate based on complexity\n return 5 + complexity * 3\n\n def _calculate_similarity(\n self,\n f1: FeatureAnalysis,\n f2: FeatureAnalysis,\n ) -> float:\n \"\"\"\n Calculate similarity between two features (0-1).\n Higher similarity = more likely to conflict.\n \"\"\"\n similarity = 0.0\n\n # Same category\n if f1.category == f2.category:\n similarity += 0.3\n\n # Conflicting categories\n cat_pair = tuple(sorted([f1.category, f2.category]))\n if cat_pair in self.CONFLICT_CATEGORIES:\n similarity += 0.5\n\n # File overlap\n f1_files = set(f1.predicted_files)\n f2_files = set(f2.predicted_files)\n if f1_files and f2_files:\n overlap = len(f1_files & f2_files) / len(f1_files | f2_files)\n similarity += overlap * 0.4\n\n # Name similarity (simple word overlap)\n f1_words = set(re.findall(r'\\w+', f1.name.lower()))\n f2_words = set(re.findall(r'\\w+', f2.name.lower()))\n if f1_words and f2_words:\n word_overlap = len(f1_words & f2_words) / len(f1_words | f2_words)\n similarity += word_overlap * 0.2\n\n return min(similarity, 1.0)\n\n def make_decision(\n self,\n features: list[dict],\n in_progress_count: int = 0,\n ) -> SchedulerDecision:\n \"\"\"\n Make a scheduling decision.\n\n Args:\n features: List of pending feature dicts\n in_progress_count: Number of features currently in progress\n\n Returns:\n SchedulerDecision with recommendations\n \"\"\"\n if not features:\n return SchedulerDecision(\n parallelism=0,\n feature_ids=[],\n reasoning=\"No pending features\",\n confidence=1.0,\n risk_level=\"low\",\n estimated_duration=0,\n )\n\n # Analyze all features\n analyses = [self.analyze_feature(f) for f in features]\n analyses.sort(key=lambda a: (a.should_run_alone, -a.complexity_score))\n\n # Track warnings\n warnings = []\n\n # Adjust max based on failure streak\n effective_max = self.max_parallel\n if self._failure_streak >= 3:\n effective_max = max(1, effective_max - 2)\n warnings.append(f\"Reduced parallelism due to {self._failure_streak} recent failures\")\n elif self._failure_streak >= 1:\n effective_max = max(1, effective_max - 1)\n\n # Account for already running\n available_slots = max(0, effective_max - in_progress_count)\n if available_slots == 0:\n return SchedulerDecision(\n parallelism=0,\n feature_ids=[],\n reasoning=f\"Maximum parallelism reached ({in_progress_count} in progress)\",\n confidence=1.0,\n risk_level=\"low\",\n estimated_duration=0,\n warnings=warnings,\n )\n\n # Find features that should run alone\n solo_features = [a for a in analyses if a.should_run_alone]\n if solo_features and in_progress_count == 0:\n # Run solo feature\n feature = solo_features[0]\n return SchedulerDecision(\n parallelism=1,\n feature_ids=[feature.feature_id],\n reasoning=f\"Running solo: {', '.join(feature.risk_factors)}\",\n confidence=0.9,\n risk_level=\"medium\",\n estimated_duration=feature.predicted_duration_minutes,\n warnings=warnings + feature.risk_factors,\n )\n\n # Cluster compatible features\n safe_features = [a for a in analyses if not a.should_run_alone]\n if not safe_features:\n # All features are risky, pick lowest complexity\n feature = min(analyses, key=lambda a: a.complexity_score)\n return SchedulerDecision(\n parallelism=1,\n feature_ids=[feature.feature_id],\n reasoning=\"All features have risk factors, running lowest complexity\",\n confidence=0.7,\n risk_level=\"high\",\n estimated_duration=feature.predicted_duration_minutes,\n warnings=warnings,\n )\n\n # Build clusters of non-conflicting features\n selected = []\n for analysis in safe_features:\n if len(selected) >= available_slots:\n break\n\n # Check conflict with already selected\n conflicts = False\n for existing in selected:\n similarity = self._calculate_similarity(analysis, existing)\n if similarity > 0.5: # Conflict threshold\n conflicts = True\n break\n\n if not conflicts:\n selected.append(analysis)\n\n # Ensure minimum\n if len(selected) < self.min_parallel and safe_features:\n remaining = [f for f in safe_features if f not in selected]\n while len(selected) < self.min_parallel and remaining:\n selected.append(remaining.pop(0))\n\n # Calculate confidence and risk\n avg_complexity = sum(a.complexity_score for a in selected) / len(selected) if selected else 0\n risk_level = \"low\" if avg_complexity < 4 else \"medium\" if avg_complexity < 7 else \"high\"\n confidence = max(0.5, 1.0 - (avg_complexity / 20) - (len(selected) / 10))\n\n total_duration = max(a.predicted_duration_minutes for a in selected) if selected else 0\n\n # Build reasoning\n categories = set(a.category for a in selected)\n reasoning = f\"Running {len(selected)} features from categories: {', '.join(categories)}\"\n\n return SchedulerDecision(\n parallelism=len(selected),\n feature_ids=[a.feature_id for a in selected],\n reasoning=reasoning,\n confidence=confidence,\n risk_level=risk_level,\n estimated_duration=total_duration,\n warnings=warnings,\n )\n\n def get_stats(self) -> dict:\n \"\"\"Get scheduler statistics.\"\"\"\n if not self._history:\n return {\n \"total_runs\": 0,\n \"success_rate\": 0,\n \"avg_duration_seconds\": 0,\n \"failure_streak\": self._failure_streak,\n }\n\n successes = sum(1 for r in self._history if r.success)\n avg_duration = sum(r.duration_seconds for r in self._history) / len(self._history)\n\n return {\n \"total_runs\": len(self._history),\n \"success_rate\": successes / len(self._history),\n \"avg_duration_seconds\": avg_duration,\n \"failure_streak\": self._failure_streak,\n \"categories_seen\": list(set(r.category for r in self._history)),\n }\n"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":4137,"cache_read_input_tokens":118875,"cache_creation":{"ephemeral_5m_input_tokens":4137,"ephemeral_1h_input_tokens":0},"output_tokens":4730,"service_tier":"standard"}},"requestId":"req_011CWzHDm8ehbXDc6Pz83DAu","type":"assistant","uuid":"087024fa-577b-446f-b803-47a6570b891b","timestamp":"2026-01-10T19:52:54.898Z"}
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{"parentUuid":"087024fa-577b-446f-b803-47a6570b891b","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01V3TJNgoHM9NGj7HZbWUN1B","type":"tool_result","content":"File created successfully at: C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\smart_scheduler.py"}]},"uuid":"5748cae5-8e33-4626-9be9-4f29df72af31","timestamp":"2026-01-10T19:52:56.769Z","toolUseResult":{"type":"create","filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\smart_scheduler.py","content":"\"\"\"\nSmart Scheduler\n===============\n\nIntelligent scheduling system that dynamically determines optimal\nparallelism based on feature analysis, historical data, and system state.\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nimport re\nfrom dataclasses import dataclass, field\nfrom datetime import datetime, timedelta\nfrom pathlib import Path\nfrom typing import Optional, Callable, Any\nfrom collections import defaultdict\n\nlogger = logging.getLogger(__name__)\n\n\n@dataclass\nclass FeatureAnalysis:\n \"\"\"Analysis of a single feature.\"\"\"\n feature_id: int\n name: str\n category: str\n complexity_score: int # 1-10\n predicted_files: list[str]\n predicted_duration_minutes: int\n risk_factors: list[str]\n can_parallelize_with: list[int] # Feature IDs\n should_run_alone: bool = False\n\n\n@dataclass\nclass SchedulerDecision:\n \"\"\"Scheduling decision with full reasoning.\"\"\"\n parallelism: int\n feature_ids: list[int]\n reasoning: str\n confidence: float # 0-1\n risk_level: str\n estimated_duration: int # minutes\n warnings: list[str] = field(default_factory=list)\n\n\n@dataclass\nclass HistoricalRecord:\n \"\"\"Record of past feature execution.\"\"\"\n feature_id: int\n feature_name: str\n category: str\n success: bool\n duration_seconds: float\n files_touched: list[str]\n timestamp: datetime\n parallelism_level: int\n\n\nclass SmartScheduler:\n \"\"\"\n Intelligent scheduler that learns and adapts.\n\n Decision factors:\n 1. Feature complexity (steps, description length, category)\n 2. Predicted file conflicts (category-based, name-based heuristics)\n 3. Historical performance (past durations, failure rates)\n 4. Current system state (in-progress count, recent failures)\n 5. Feature clustering (similarity detection)\n \"\"\"\n\n # Category conflict matrix - categories that shouldn't run together\n CONFLICT_CATEGORIES = {\n (\"database\", \"migration\"),\n (\"database\", \"schema\"),\n (\"migration\", \"schema\"),\n (\"config\", \"setup\"),\n (\"auth\", \"security\"),\n }\n\n # Categories that are generally safe to parallelize\n SAFE_PARALLEL_CATEGORIES = {\n \"ui\", \"frontend\", \"component\", \"style\", \"test\", \"docs\",\n }\n\n # Keywords indicating features should run alone\n SOLO_KEYWORDS = [\n \"refactor\", \"restructure\", \"migrate\", \"breaking\", \"schema\",\n \"database\", \"init\", \"setup\", \"config\", \"security\", \"auth\",\n ]\n\n def __init__(\n self,\n project_dir: Path,\n min_parallel: int = 1,\n max_parallel: int = 5,\n ):\n \"\"\"\n Initialize the smart scheduler.\n\n Args:\n project_dir: Project directory\n min_parallel: Minimum parallelism\n max_parallel: Maximum parallelism cap\n \"\"\"\n self.project_dir = project_dir\n self.min_parallel = min_parallel\n self.max_parallel = max_parallel\n\n # Historical data\n self._history: list[HistoricalRecord] = []\n self._failure_streak = 0\n self._last_decision_time: Optional[datetime] = None\n\n # Load history if exists\n self._load_history()\n\n def _load_history(self) -> None:\n \"\"\"Load historical data from disk.\"\"\"\n history_file = self.project_dir / \".scheduler_history.json\"\n if history_file.exists():\n try:\n with open(history_file, \"r\") as f:\n data = json.load(f)\n self._history = [\n HistoricalRecord(\n feature_id=r[\"feature_id\"],\n feature_name=r[\"feature_name\"],\n category=r[\"category\"],\n success=r[\"success\"],\n duration_seconds=r[\"duration_seconds\"],\n files_touched=r.get(\"files_touched\", []),\n timestamp=datetime.fromisoformat(r[\"timestamp\"]),\n parallelism_level=r.get(\"parallelism_level\", 1),\n )\n for r in data\n ]\n logger.info(f\"Loaded {len(self._history)} history records\")\n except Exception as e:\n logger.warning(f\"Failed to load history: {e}\")\n\n def _save_history(self) -> None:\n \"\"\"Save historical data to disk.\"\"\"\n history_file = self.project_dir / \".scheduler_history.json\"\n try:\n data = [\n {\n \"feature_id\": r.feature_id,\n \"feature_name\": r.feature_name,\n \"category\": r.category,\n \"success\": r.success,\n \"duration_seconds\": r.duration_seconds,\n \"files_touched\": r.files_touched,\n \"timestamp\": r.timestamp.isoformat(),\n \"parallelism_level\": r.parallelism_level,\n }\n for r in self._history[-100:] # Keep last 100\n ]\n with open(history_file, \"w\") as f:\n json.dump(data, f, indent=2)\n except Exception as e:\n logger.warning(f\"Failed to save history: {e}\")\n\n def record_result(\n self,\n feature_id: int,\n feature_name: str,\n category: str,\n success: bool,\n duration_seconds: float,\n files_touched: list[str],\n parallelism_level: int,\n ) -> None:\n \"\"\"\n Record a feature execution result.\n\n Args:\n feature_id: Feature ID\n feature_name: Feature name\n category: Feature category\n success: Whether it succeeded\n duration_seconds: How long it took\n files_touched: Files that were modified\n parallelism_level: How many agents were running\n \"\"\"\n record = HistoricalRecord(\n feature_id=feature_id,\n feature_name=feature_name,\n category=category,\n success=success,\n duration_seconds=duration_seconds,\n files_touched=files_touched,\n timestamp=datetime.now(),\n parallelism_level=parallelism_level,\n )\n self._history.append(record)\n\n # Track failure streak\n if success:\n self._failure_streak = 0\n else:\n self._failure_streak += 1\n\n self._save_history()\n\n def analyze_feature(self, feature: dict) -> FeatureAnalysis:\n \"\"\"\n Analyze a single feature.\n\n Args:\n feature: Feature dict with id, name, category, description, steps\n\n Returns:\n FeatureAnalysis with predictions\n \"\"\"\n name = feature.get(\"name\", \"\").lower()\n category = feature.get(\"category\", \"\").lower()\n description = feature.get(\"description\", \"\").lower()\n steps = feature.get(\"steps\", [])\n\n # Calculate complexity score (1-10)\n complexity = 1\n\n # Steps contribute\n complexity += min(len(steps), 5)\n\n # Description length\n if len(description) > 500:\n complexity += 2\n elif len(description) > 200:\n complexity += 1\n\n # Keywords that increase complexity\n complex_keywords = [\"refactor\", \"migrate\", \"integrate\", \"overhaul\", \"redesign\"]\n if any(kw in name or kw in description for kw in complex_keywords):\n complexity += 2\n\n complexity = min(complexity, 10)\n\n # Predict files based on category and name\n predicted_files = self._predict_files(name, category, description)\n\n # Estimate duration based on complexity and history\n duration = self._estimate_duration(category, complexity)\n\n # Identify risk factors\n risk_factors = []\n if any(kw in name or kw in description for kw in self.SOLO_KEYWORDS):\n risk_factors.append(\"Contains high-risk keywords\")\n if complexity >= 7:\n risk_factors.append(\"High complexity\")\n if \"database\" in category or \"database\" in description:\n risk_factors.append(\"Database changes\")\n\n # Should run alone?\n should_solo = (\n complexity >= 8 or\n any(kw in name for kw in [\"migrate\", \"schema\", \"init\", \"setup\"]) or\n len(risk_factors) >= 2\n )\n\n return FeatureAnalysis(\n feature_id=feature[\"id\"],\n name=feature[\"name\"],\n category=category,\n complexity_score=complexity,\n predicted_files=predicted_files,\n predicted_duration_minutes=duration,\n risk_factors=risk_factors,\n can_parallelize_with=[], # Filled in later\n should_run_alone=should_solo,\n )\n\n def _predict_files(\n self,\n name: str,\n category: str,\n description: str,\n ) -> list[str]:\n \"\"\"Predict which files/directories a feature will touch.\"\"\"\n files = []\n\n # Category-based predictions\n category_patterns = {\n \"ui\": [\"src/components/\", \"src/pages/\", \"src/styles/\"],\n \"frontend\": [\"src/components/\", \"src/pages/\", \"src/lib/\"],\n \"component\": [\"src/components/\"],\n \"api\": [\"src/api/\", \"src/routes/\", \"server/\"],\n \"backend\": [\"server/\", \"src/api/\", \"src/services/\"],\n \"database\": [\"src/db/\", \"src/models/\", \"migrations/\"],\n \"test\": [\"tests/\", \"__tests__/\", \"*.test.*\"],\n \"auth\": [\"src/auth/\", \"src/middleware/\"],\n \"config\": [\"config/\", \"*.config.*\"],\n }\n\n for cat, patterns in category_patterns.items():\n if cat in category:\n files.extend(patterns)\n\n # Name-based extraction\n # Convert camelCase/PascalCase to path\n name_parts = re.findall(r'[A-Z]?[a-z]+|[A-Z]+(?=[A-Z]|$)', name)\n if name_parts:\n potential_path = \"/\".join(p.lower() for p in name_parts[:2])\n files.append(f\"src/{potential_path}\")\n\n return list(set(files))\n\n def _estimate_duration(self, category: str, complexity: int) -> int:\n \"\"\"Estimate duration in minutes based on history and complexity.\"\"\"\n # Check historical average for category\n category_history = [\n r for r in self._history\n if r.category.lower() == category.lower() and r.success\n ]\n\n if category_history:\n avg_duration = sum(r.duration_seconds for r in category_history) / len(category_history)\n return int(avg_duration / 60) + complexity * 2\n\n # Default estimate based on complexity\n return 5 + complexity * 3\n\n def _calculate_similarity(\n self,\n f1: FeatureAnalysis,\n f2: FeatureAnalysis,\n ) -> float:\n \"\"\"\n Calculate similarity between two features (0-1).\n Higher similarity = more likely to conflict.\n \"\"\"\n similarity = 0.0\n\n # Same category\n if f1.category == f2.category:\n similarity += 0.3\n\n # Conflicting categories\n cat_pair = tuple(sorted([f1.category, f2.category]))\n if cat_pair in self.CONFLICT_CATEGORIES:\n similarity += 0.5\n\n # File overlap\n f1_files = set(f1.predicted_files)\n f2_files = set(f2.predicted_files)\n if f1_files and f2_files:\n overlap = len(f1_files & f2_files) / len(f1_files | f2_files)\n similarity += overlap * 0.4\n\n # Name similarity (simple word overlap)\n f1_words = set(re.findall(r'\\w+', f1.name.lower()))\n f2_words = set(re.findall(r'\\w+', f2.name.lower()))\n if f1_words and f2_words:\n word_overlap = len(f1_words & f2_words) / len(f1_words | f2_words)\n similarity += word_overlap * 0.2\n\n return min(similarity, 1.0)\n\n def make_decision(\n self,\n features: list[dict],\n in_progress_count: int = 0,\n ) -> SchedulerDecision:\n \"\"\"\n Make a scheduling decision.\n\n Args:\n features: List of pending feature dicts\n in_progress_count: Number of features currently in progress\n\n Returns:\n SchedulerDecision with recommendations\n \"\"\"\n if not features:\n return SchedulerDecision(\n parallelism=0,\n feature_ids=[],\n reasoning=\"No pending features\",\n confidence=1.0,\n risk_level=\"low\",\n estimated_duration=0,\n )\n\n # Analyze all features\n analyses = [self.analyze_feature(f) for f in features]\n analyses.sort(key=lambda a: (a.should_run_alone, -a.complexity_score))\n\n # Track warnings\n warnings = []\n\n # Adjust max based on failure streak\n effective_max = self.max_parallel\n if self._failure_streak >= 3:\n effective_max = max(1, effective_max - 2)\n warnings.append(f\"Reduced parallelism due to {self._failure_streak} recent failures\")\n elif self._failure_streak >= 1:\n effective_max = max(1, effective_max - 1)\n\n # Account for already running\n available_slots = max(0, effective_max - in_progress_count)\n if available_slots == 0:\n return SchedulerDecision(\n parallelism=0,\n feature_ids=[],\n reasoning=f\"Maximum parallelism reached ({in_progress_count} in progress)\",\n confidence=1.0,\n risk_level=\"low\",\n estimated_duration=0,\n warnings=warnings,\n )\n\n # Find features that should run alone\n solo_features = [a for a in analyses if a.should_run_alone]\n if solo_features and in_progress_count == 0:\n # Run solo feature\n feature = solo_features[0]\n return SchedulerDecision(\n parallelism=1,\n feature_ids=[feature.feature_id],\n reasoning=f\"Running solo: {', '.join(feature.risk_factors)}\",\n confidence=0.9,\n risk_level=\"medium\",\n estimated_duration=feature.predicted_duration_minutes,\n warnings=warnings + feature.risk_factors,\n )\n\n # Cluster compatible features\n safe_features = [a for a in analyses if not a.should_run_alone]\n if not safe_features:\n # All features are risky, pick lowest complexity\n feature = min(analyses, key=lambda a: a.complexity_score)\n return SchedulerDecision(\n parallelism=1,\n feature_ids=[feature.feature_id],\n reasoning=\"All features have risk factors, running lowest complexity\",\n confidence=0.7,\n risk_level=\"high\",\n estimated_duration=feature.predicted_duration_minutes,\n warnings=warnings,\n )\n\n # Build clusters of non-conflicting features\n selected = []\n for analysis in safe_features:\n if len(selected) >= available_slots:\n break\n\n # Check conflict with already selected\n conflicts = False\n for existing in selected:\n similarity = self._calculate_similarity(analysis, existing)\n if similarity > 0.5: # Conflict threshold\n conflicts = True\n break\n\n if not conflicts:\n selected.append(analysis)\n\n # Ensure minimum\n if len(selected) < self.min_parallel and safe_features:\n remaining = [f for f in safe_features if f not in selected]\n while len(selected) < self.min_parallel and remaining:\n selected.append(remaining.pop(0))\n\n # Calculate confidence and risk\n avg_complexity = sum(a.complexity_score for a in selected) / len(selected) if selected else 0\n risk_level = \"low\" if avg_complexity < 4 else \"medium\" if avg_complexity < 7 else \"high\"\n confidence = max(0.5, 1.0 - (avg_complexity / 20) - (len(selected) / 10))\n\n total_duration = max(a.predicted_duration_minutes for a in selected) if selected else 0\n\n # Build reasoning\n categories = set(a.category for a in selected)\n reasoning = f\"Running {len(selected)} features from categories: {', '.join(categories)}\"\n\n return SchedulerDecision(\n parallelism=len(selected),\n feature_ids=[a.feature_id for a in selected],\n reasoning=reasoning,\n confidence=confidence,\n risk_level=risk_level,\n estimated_duration=total_duration,\n warnings=warnings,\n )\n\n def get_stats(self) -> dict:\n \"\"\"Get scheduler statistics.\"\"\"\n if not self._history:\n return {\n \"total_runs\": 0,\n \"success_rate\": 0,\n \"avg_duration_seconds\": 0,\n \"failure_streak\": self._failure_streak,\n }\n\n successes = sum(1 for r in self._history if r.success)\n avg_duration = sum(r.duration_seconds for r in self._history) / len(self._history)\n\n return {\n \"total_runs\": len(self._history),\n \"success_rate\": successes / len(self._history),\n \"avg_duration_seconds\": avg_duration,\n \"failure_streak\": self._failure_streak,\n \"categories_seen\": list(set(r.category for r in self._history)),\n }\n","structuredPatch":[],"originalFile":null},"sourceToolAssistantUUID":"087024fa-577b-446f-b803-47a6570b891b"}
{"parentUuid":"5748cae5-8e33-4626-9be9-4f29df72af31","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VDvZbdCowemN82DYEE232A","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me create an API router for the smart scheduler so it can be controlled from the UI.","signature":"EoQCCkYICxgCKkB7+IZ3JwwKfs86gfIgR9PW6wKqsQzot15KGUhwX8LW09D+b0L4ZHJCAmCDQoGJ1NV8zQzdH7ArG4X5j35OZmZcEgz/ZV33g4MCwhDKoQEaDMWZcl+qg6+INu30viIwrpDej3gASgIEhXFw1so/1k7QOjkG5mLW2T0kTDOkMA3K1rK/tukFfA2q5ZgnIABIKmzRByn+n65Qi95n5jTUNRMrH37nsgMNPdxPzK3l1cGP/GKHZdevGmZuIjZdfHTIneef9ufrdJdRF7cUciqQ/TacpwudZsYbKc+uCV+njAPO4sB+VPzKf/11jvDAa6eAHX4I1hFjVcA/DemDGFYYAQ=="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":4797,"cache_read_input_tokens":123012,"cache_creation":{"ephemeral_5m_input_tokens":4797,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"requestId":"req_011CWzHJkiyrRap82YC5TWw2","type":"assistant","uuid":"a85b321f-147e-4191-8fe1-6710ba413942","timestamp":"2026-01-10T19:53:02.982Z"}
{"parentUuid":"a85b321f-147e-4191-8fe1-6710ba413942","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VDvZbdCowemN82DYEE232A","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me add a router for smart scheduling control."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":4797,"cache_read_input_tokens":123012,"cache_creation":{"ephemeral_5m_input_tokens":4797,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"requestId":"req_011CWzHJkiyrRap82YC5TWw2","type":"assistant","uuid":"01429915-f74b-4bdb-8c75-1b8f7fe025ec","timestamp":"2026-01-10T19:53:03.473Z"}
{"parentUuid":"01429915-f74b-4bdb-8c75-1b8f7fe025ec","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VDvZbdCowemN82DYEE232A","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LL3Gz1h7MmKLknhSgh7fHm","name":"Write","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\routers\\scheduler.py","content":"\"\"\"\nScheduler Router\n================\n\nREST API for the smart scheduler - analyze features and get\nparallelization recommendations.\n\"\"\"\n\nimport logging\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom fastapi import APIRouter, HTTPException\nfrom pydantic import BaseModel\n\nfrom ..services.smart_scheduler import SmartScheduler, SchedulerDecision\n\nlogger = logging.getLogger(__name__)\n\nrouter = APIRouter(prefix=\"/api/scheduler\", tags=[\"scheduler\"])\n\n# Cache schedulers by project\n_schedulers: dict[str, SmartScheduler] = {}\n\n\ndef _get_project_path(project_name: str) -> Path:\n \"\"\"Get project path from registry.\"\"\"\n import sys\n root = Path(__file__).parent.parent.parent\n if str(root) not in sys.path:\n sys.path.insert(0, str(root))\n\n from registry import get_project_path\n return get_project_path(project_name)\n\n\ndef _get_scheduler(project_name: str) -> SmartScheduler:\n \"\"\"Get or create scheduler for project.\"\"\"\n if project_name not in _schedulers:\n project_dir = _get_project_path(project_name)\n if not project_dir:\n raise HTTPException(status_code=404, detail=\"Project not found\")\n _schedulers[project_name] = SmartScheduler(project_dir)\n return _schedulers[project_name]\n\n\n# ============================================================================\n# Request/Response Models\n# ============================================================================\n\nclass FeatureInput(BaseModel):\n \"\"\"Feature for analysis.\"\"\"\n id: int\n name: str\n category: str\n description: str = \"\"\n steps: list[str] = []\n\n\nclass AnalyzeRequest(BaseModel):\n \"\"\"Request to analyze features.\"\"\"\n features: list[FeatureInput]\n in_progress_count: int = 0\n\n\nclass DecisionResponse(BaseModel):\n \"\"\"Scheduling decision response.\"\"\"\n parallelism: int\n feature_ids: list[int]\n reasoning: str\n confidence: float\n risk_level: str\n estimated_duration_minutes: int\n warnings: list[str]\n\n\nclass FeatureAnalysisResponse(BaseModel):\n \"\"\"Individual feature analysis.\"\"\"\n feature_id: int\n name: str\n complexity_score: int\n predicted_files: list[str]\n predicted_duration_minutes: int\n risk_factors: list[str]\n should_run_alone: bool\n\n\nclass StatsResponse(BaseModel):\n \"\"\"Scheduler statistics.\"\"\"\n total_runs: int\n success_rate: float\n avg_duration_seconds: float\n failure_streak: int\n categories_seen: list[str] = []\n\n\nclass RecordResultRequest(BaseModel):\n \"\"\"Record execution result.\"\"\"\n feature_id: int\n feature_name: str\n category: str\n success: bool\n duration_seconds: float\n files_touched: list[str] = []\n parallelism_level: int = 1\n\n\n# ============================================================================\n# Endpoints\n# ============================================================================\n\n@router.post(\"/projects/{project_name}/analyze\", response_model=DecisionResponse)\nasync def analyze_features(project_name: str, request: AnalyzeRequest):\n \"\"\"\n Analyze features and get parallelization recommendation.\n\n This endpoint uses the smart scheduler to:\n 1. Analyze feature complexity\n 2. Predict file conflicts\n 3. Consider historical performance\n 4. Return optimal parallelism recommendation\n \"\"\"\n scheduler = _get_scheduler(project_name)\n\n features = [f.model_dump() for f in request.features]\n decision = scheduler.make_decision(features, request.in_progress_count)\n\n return DecisionResponse(\n parallelism=decision.parallelism,\n feature_ids=decision.feature_ids,\n reasoning=decision.reasoning,\n confidence=decision.confidence,\n risk_level=decision.risk_level,\n estimated_duration_minutes=decision.estimated_duration,\n warnings=decision.warnings,\n )\n\n\n@router.post(\"/projects/{project_name}/analyze-feature\", response_model=FeatureAnalysisResponse)\nasync def analyze_single_feature(project_name: str, feature: FeatureInput):\n \"\"\"Analyze a single feature.\"\"\"\n scheduler = _get_scheduler(project_name)\n\n analysis = scheduler.analyze_feature(feature.model_dump())\n\n return FeatureAnalysisResponse(\n feature_id=analysis.feature_id,\n name=analysis.name,\n complexity_score=analysis.complexity_score,\n predicted_files=analysis.predicted_files,\n predicted_duration_minutes=analysis.predicted_duration_minutes,\n risk_factors=analysis.risk_factors,\n should_run_alone=analysis.should_run_alone,\n )\n\n\n@router.post(\"/projects/{project_name}/record-result\")\nasync def record_result(project_name: str, request: RecordResultRequest):\n \"\"\"Record a feature execution result for learning.\"\"\"\n scheduler = _get_scheduler(project_name)\n\n scheduler.record_result(\n feature_id=request.feature_id,\n feature_name=request.feature_name,\n category=request.category,\n success=request.success,\n duration_seconds=request.duration_seconds,\n files_touched=request.files_touched,\n parallelism_level=request.parallelism_level,\n )\n\n return {\"status\": \"recorded\"}\n\n\n@router.get(\"/projects/{project_name}/stats\", response_model=StatsResponse)\nasync def get_stats(project_name: str):\n \"\"\"Get scheduler statistics and learning data.\"\"\"\n scheduler = _get_scheduler(project_name)\n stats = scheduler.get_stats()\n\n return StatsResponse(\n total_runs=stats[\"total_runs\"],\n success_rate=stats[\"success_rate\"],\n avg_duration_seconds=stats[\"avg_duration_seconds\"],\n failure_streak=stats[\"failure_streak\"],\n categories_seen=stats.get(\"categories_seen\", []),\n )\n\n\n@router.post(\"/projects/{project_name}/reset\")\nasync def reset_scheduler(project_name: str):\n \"\"\"Reset scheduler history and learning data.\"\"\"\n if project_name in _schedulers:\n del _schedulers[project_name]\n\n return {\"status\": \"reset\"}\n"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":4797,"cache_read_input_tokens":123012,"cache_creation":{"ephemeral_5m_input_tokens":4797,"ephemeral_1h_input_tokens":0},"output_tokens":1686,"service_tier":"standard"}},"requestId":"req_011CWzHJkiyrRap82YC5TWw2","type":"assistant","uuid":"af8de559-5fac-4f7f-8019-20d965295eb9","timestamp":"2026-01-10T19:53:20.681Z"}
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{"parentUuid":"af8de559-5fac-4f7f-8019-20d965295eb9","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LL3Gz1h7MmKLknhSgh7fHm","type":"tool_result","content":"File created successfully at: C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\routers\\scheduler.py"}]},"uuid":"25b8eae3-65b7-48f9-a1f8-3be55399edc6","timestamp":"2026-01-10T19:53:22.422Z","toolUseResult":{"type":"create","filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\routers\\scheduler.py","content":"\"\"\"\nScheduler Router\n================\n\nREST API for the smart scheduler - analyze features and get\nparallelization recommendations.\n\"\"\"\n\nimport logging\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom fastapi import APIRouter, HTTPException\nfrom pydantic import BaseModel\n\nfrom ..services.smart_scheduler import SmartScheduler, SchedulerDecision\n\nlogger = logging.getLogger(__name__)\n\nrouter = APIRouter(prefix=\"/api/scheduler\", tags=[\"scheduler\"])\n\n# Cache schedulers by project\n_schedulers: dict[str, SmartScheduler] = {}\n\n\ndef _get_project_path(project_name: str) -> Path:\n \"\"\"Get project path from registry.\"\"\"\n import sys\n root = Path(__file__).parent.parent.parent\n if str(root) not in sys.path:\n sys.path.insert(0, str(root))\n\n from registry import get_project_path\n return get_project_path(project_name)\n\n\ndef _get_scheduler(project_name: str) -> SmartScheduler:\n \"\"\"Get or create scheduler for project.\"\"\"\n if project_name not in _schedulers:\n project_dir = _get_project_path(project_name)\n if not project_dir:\n raise HTTPException(status_code=404, detail=\"Project not found\")\n _schedulers[project_name] = SmartScheduler(project_dir)\n return _schedulers[project_name]\n\n\n# ============================================================================\n# Request/Response Models\n# ============================================================================\n\nclass FeatureInput(BaseModel):\n \"\"\"Feature for analysis.\"\"\"\n id: int\n name: str\n category: str\n description: str = \"\"\n steps: list[str] = []\n\n\nclass AnalyzeRequest(BaseModel):\n \"\"\"Request to analyze features.\"\"\"\n features: list[FeatureInput]\n in_progress_count: int = 0\n\n\nclass DecisionResponse(BaseModel):\n \"\"\"Scheduling decision response.\"\"\"\n parallelism: int\n feature_ids: list[int]\n reasoning: str\n confidence: float\n risk_level: str\n estimated_duration_minutes: int\n warnings: list[str]\n\n\nclass FeatureAnalysisResponse(BaseModel):\n \"\"\"Individual feature analysis.\"\"\"\n feature_id: int\n name: str\n complexity_score: int\n predicted_files: list[str]\n predicted_duration_minutes: int\n risk_factors: list[str]\n should_run_alone: bool\n\n\nclass StatsResponse(BaseModel):\n \"\"\"Scheduler statistics.\"\"\"\n total_runs: int\n success_rate: float\n avg_duration_seconds: float\n failure_streak: int\n categories_seen: list[str] = []\n\n\nclass RecordResultRequest(BaseModel):\n \"\"\"Record execution result.\"\"\"\n feature_id: int\n feature_name: str\n category: str\n success: bool\n duration_seconds: float\n files_touched: list[str] = []\n parallelism_level: int = 1\n\n\n# ============================================================================\n# Endpoints\n# ============================================================================\n\n@router.post(\"/projects/{project_name}/analyze\", response_model=DecisionResponse)\nasync def analyze_features(project_name: str, request: AnalyzeRequest):\n \"\"\"\n Analyze features and get parallelization recommendation.\n\n This endpoint uses the smart scheduler to:\n 1. Analyze feature complexity\n 2. Predict file conflicts\n 3. Consider historical performance\n 4. Return optimal parallelism recommendation\n \"\"\"\n scheduler = _get_scheduler(project_name)\n\n features = [f.model_dump() for f in request.features]\n decision = scheduler.make_decision(features, request.in_progress_count)\n\n return DecisionResponse(\n parallelism=decision.parallelism,\n feature_ids=decision.feature_ids,\n reasoning=decision.reasoning,\n confidence=decision.confidence,\n risk_level=decision.risk_level,\n estimated_duration_minutes=decision.estimated_duration,\n warnings=decision.warnings,\n )\n\n\n@router.post(\"/projects/{project_name}/analyze-feature\", response_model=FeatureAnalysisResponse)\nasync def analyze_single_feature(project_name: str, feature: FeatureInput):\n \"\"\"Analyze a single feature.\"\"\"\n scheduler = _get_scheduler(project_name)\n\n analysis = scheduler.analyze_feature(feature.model_dump())\n\n return FeatureAnalysisResponse(\n feature_id=analysis.feature_id,\n name=analysis.name,\n complexity_score=analysis.complexity_score,\n predicted_files=analysis.predicted_files,\n predicted_duration_minutes=analysis.predicted_duration_minutes,\n risk_factors=analysis.risk_factors,\n should_run_alone=analysis.should_run_alone,\n )\n\n\n@router.post(\"/projects/{project_name}/record-result\")\nasync def record_result(project_name: str, request: RecordResultRequest):\n \"\"\"Record a feature execution result for learning.\"\"\"\n scheduler = _get_scheduler(project_name)\n\n scheduler.record_result(\n feature_id=request.feature_id,\n feature_name=request.feature_name,\n category=request.category,\n success=request.success,\n duration_seconds=request.duration_seconds,\n files_touched=request.files_touched,\n parallelism_level=request.parallelism_level,\n )\n\n return {\"status\": \"recorded\"}\n\n\n@router.get(\"/projects/{project_name}/stats\", response_model=StatsResponse)\nasync def get_stats(project_name: str):\n \"\"\"Get scheduler statistics and learning data.\"\"\"\n scheduler = _get_scheduler(project_name)\n stats = scheduler.get_stats()\n\n return StatsResponse(\n total_runs=stats[\"total_runs\"],\n success_rate=stats[\"success_rate\"],\n avg_duration_seconds=stats[\"avg_duration_seconds\"],\n failure_streak=stats[\"failure_streak\"],\n categories_seen=stats.get(\"categories_seen\", []),\n )\n\n\n@router.post(\"/projects/{project_name}/reset\")\nasync def reset_scheduler(project_name: str):\n \"\"\"Reset scheduler history and learning data.\"\"\"\n if project_name in _schedulers:\n del _schedulers[project_name]\n\n return {\"status\": \"reset\"}\n","structuredPatch":[],"originalFile":null},"sourceToolAssistantUUID":"af8de559-5fac-4f7f-8019-20d965295eb9"}
{"parentUuid":"25b8eae3-65b7-48f9-a1f8-3be55399edc6","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01CWM15YaDS1XpW6ne1XMnzW","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me register the scheduler router in main.py and update the routers __init__.py.","signature":"Ev8BCkYICxgCKkCyw6OuRblvZVcR6RtW0SC+KSJNaiaawilhp0KmvH5j0vZVPkXY41IWKp7lyOAA3XHzP3VdSOZUhMrqbfe3EasqEgzLnSse+50VE86X4EgaDAsl744pV7FWST2CJiIwYRfSnbUtmmU0jN9BwnHPo9scMRjy7dUqotRfRHiZHzLSsWhsWRhCvAArAO8FomV7KmeoL9FnlfTjG++4B5VYz7C0TlJSN36vBxHGs81PeM05qlloRJEQnVl5OQKNo7jsUa0JIQ3qT69vx8dt8l4ZuToQvbOGH1XdYv/VQKRhgZnIQ67xmg/javT1EbF7mlM9eHO8smBou04NGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1750,"cache_read_input_tokens":127809,"cache_creation":{"ephemeral_5m_input_tokens":1750,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzHLxUyEVvsbx8LSMYLj","type":"assistant","uuid":"188ab442-8511-405b-92e8-f2a8811104be","timestamp":"2026-01-10T19:53:32.518Z"}
{"parentUuid":"188ab442-8511-405b-92e8-f2a8811104be","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01CWM15YaDS1XpW6ne1XMnzW","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me register the scheduler router."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1750,"cache_read_input_tokens":127809,"cache_creation":{"ephemeral_5m_input_tokens":1750,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzHLxUyEVvsbx8LSMYLj","type":"assistant","uuid":"c4d058b7-e33d-4048-b818-f09f504ef6cd","timestamp":"2026-01-10T19:53:32.827Z"}
{"parentUuid":"c4d058b7-e33d-4048-b818-f09f504ef6cd","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01CWM15YaDS1XpW6ne1XMnzW","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01AEHPUdBYtaQ1RxP7SPjvxb","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\routers\\__init__.py"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1750,"cache_read_input_tokens":127809,"cache_creation":{"ephemeral_5m_input_tokens":1750,"ephemeral_1h_input_tokens":0},"output_tokens":131,"service_tier":"standard"}},"requestId":"req_011CWzHLxUyEVvsbx8LSMYLj","type":"assistant","uuid":"6e41a463-2392-4d76-99ec-c4359a3e849d","timestamp":"2026-01-10T19:53:33.279Z"}
{"parentUuid":"6e41a463-2392-4d76-99ec-c4359a3e849d","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AEHPUdBYtaQ1RxP7SPjvxb","type":"tool_result","content":" 1→\"\"\"\n 2→API Routers\n 3→===========\n 4→\n 5→FastAPI routers for different API endpoints.\n 6→\"\"\"\n 7→\n 8→from .agent import router as agent_router\n 9→from .assistant_chat import router as assistant_chat_router\n 10→from .features import router as features_router\n 11→from .filesystem import router as filesystem_router\n 12→from .projects import router as projects_router\n 13→from .spec_creation import router as spec_creation_router\n 14→from .terminal import router as terminal_router\n 15→from .git import router as git_router\n 16→\n 17→__all__ = [\n 18→ \"projects_router\",\n 19→ \"features_router\",\n 20→ \"agent_router\",\n 21→ \"spec_creation_router\",\n 22→ \"filesystem_router\",\n 23→ \"assistant_chat_router\",\n 24→ \"terminal_router\",\n 25→ \"git_router\",\n 26→]\n 27→\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"c84c7fd3-e2eb-40cc-a500-d679dd31c370","timestamp":"2026-01-10T19:53:35.294Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\routers\\__init__.py","content":"\"\"\"\nAPI Routers\n===========\n\nFastAPI routers for different API endpoints.\n\"\"\"\n\nfrom .agent import router as agent_router\nfrom .assistant_chat import router as assistant_chat_router\nfrom .features import router as features_router\nfrom .filesystem import router as filesystem_router\nfrom .projects import router as projects_router\nfrom .spec_creation import router as spec_creation_router\nfrom .terminal import router as terminal_router\nfrom .git import router as git_router\n\n__all__ = [\n \"projects_router\",\n \"features_router\",\n \"agent_router\",\n \"spec_creation_router\",\n \"filesystem_router\",\n \"assistant_chat_router\",\n \"terminal_router\",\n \"git_router\",\n]\n","numLines":27,"startLine":1,"totalLines":27}},"sourceToolAssistantUUID":"6e41a463-2392-4d76-99ec-c4359a3e849d"}
{"parentUuid":"c84c7fd3-e2eb-40cc-a500-d679dd31c370","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01GCuK3KtiRV9RNRjruYCXfD","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Let me update the routers init and main.py to include the scheduler router.","signature":"EvMBCkYICxgCKkCB+8dvf7Gc1d2xQDbVRbe1Hv5LZfF17p0kVWh2Eq+hdoJn0Zrb8LEo78QUyeDc3WJqyhm1MnXm4TqhWbotCFHeEgxT1kwLdM2A7CRlmpcaDGdNriRQLNGfX3SeOiIwAcYiPTyOD8RHG7s/DbLXtx4+G/H/ZGtmT/Jl+EflA7XzH1naLFesGEO1np0i7e09KltA6vI7/Gyen3qspJjwBWPyo9/y/DyxQSiBqR2TVYwi8itOBB/MW0u97bvitfX/olN+h0m3lcFsQuGfwWI+HXBx8rphP1H1dp+TlfwCnArw9RJ0BSVuNPPAwdEdGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":492,"cache_read_input_tokens":129559,"cache_creation":{"ephemeral_5m_input_tokens":492,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard"}},"requestId":"req_011CWzHMmTDnhPoNpdFwpQMK","type":"assistant","uuid":"c15d6abf-053a-4c88-8809-d4c6d7ed5066","timestamp":"2026-01-10T19:53:43.102Z"}
{"parentUuid":"c15d6abf-053a-4c88-8809-d4c6d7ed5066","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01GCuK3KtiRV9RNRjruYCXfD","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01VAD9FCcAonGwM9QZMbaBnr","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\routers\\__init__.py","old_string":"from .terminal import router as terminal_router\nfrom .git import router as git_router\n\n__all__ = [\n \"projects_router\",\n \"features_router\",\n \"agent_router\",\n \"spec_creation_router\",\n \"filesystem_router\",\n \"assistant_chat_router\",\n \"terminal_router\",\n \"git_router\",\n]","new_string":"from .terminal import router as terminal_router\nfrom .git import router as git_router\nfrom .scheduler import router as scheduler_router\n\n__all__ = [\n \"projects_router\",\n \"features_router\",\n \"agent_router\",\n \"spec_creation_router\",\n \"filesystem_router\",\n \"assistant_chat_router\",\n \"terminal_router\",\n \"git_router\",\n \"scheduler_router\",\n]"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":492,"cache_read_input_tokens":129559,"cache_creation":{"ephemeral_5m_input_tokens":492,"ephemeral_1h_input_tokens":0},"output_tokens":364,"service_tier":"standard"}},"requestId":"req_011CWzHMmTDnhPoNpdFwpQMK","type":"assistant","uuid":"0cc3779d-c0bd-4083-bfc4-9f991c82ef0a","timestamp":"2026-01-10T19:53:45.548Z"}
{"parentUuid":"0cc3779d-c0bd-4083-bfc4-9f991c82ef0a","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01VAD9FCcAonGwM9QZMbaBnr","type":"tool_result","content":"The file C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\routers\\__init__.py has been updated successfully."}]},"uuid":"e1efa3a5-ed17-4e7f-acb9-eb9ede0918e5","timestamp":"2026-01-10T19:53:47.361Z","toolUseResult":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\routers\\__init__.py","oldString":"from .terminal import router as terminal_router\nfrom .git import router as git_router\n\n__all__ = [\n \"projects_router\",\n \"features_router\",\n \"agent_router\",\n \"spec_creation_router\",\n \"filesystem_router\",\n \"assistant_chat_router\",\n \"terminal_router\",\n \"git_router\",\n]","newString":"from .terminal import router as terminal_router\nfrom .git import router as git_router\nfrom .scheduler import router as scheduler_router\n\n__all__ = [\n \"projects_router\",\n \"features_router\",\n \"agent_router\",\n \"spec_creation_router\",\n \"filesystem_router\",\n \"assistant_chat_router\",\n \"terminal_router\",\n \"git_router\",\n \"scheduler_router\",\n]","originalFile":"\"\"\"\nAPI Routers\n===========\n\nFastAPI routers for different API endpoints.\n\"\"\"\n\nfrom .agent import router as agent_router\nfrom .assistant_chat import router as assistant_chat_router\nfrom .features import router as features_router\nfrom .filesystem import router as filesystem_router\nfrom .projects import router as projects_router\nfrom .spec_creation import router as spec_creation_router\nfrom .terminal import router as terminal_router\nfrom .git import router as git_router\n\n__all__ = [\n \"projects_router\",\n \"features_router\",\n \"agent_router\",\n \"spec_creation_router\",\n \"filesystem_router\",\n \"assistant_chat_router\",\n \"terminal_router\",\n \"git_router\",\n]\n","structuredPatch":[{"oldStart":13,"oldLines":6,"newStart":13,"newLines":7,"lines":[" from .spec_creation import router as spec_creation_router"," from .terminal import router as terminal_router"," from .git import router as git_router","+from .scheduler import router as scheduler_router"," "," __all__ = ["," \"projects_router\","]},{"oldStart":23,"oldLines":4,"newStart":24,"newLines":5,"lines":[" \"assistant_chat_router\","," \"terminal_router\","," \"git_router\",","+ \"scheduler_router\","," ]"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"0cc3779d-c0bd-4083-bfc4-9f991c82ef0a"}
{"parentUuid":"e1efa3a5-ed17-4e7f-acb9-eb9ede0918e5","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_019bMZtVmZbA8oL6eghb3wPu","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me update main.py to include the scheduler router.","signature":"EuIBCkYICxgCKkDAWe3xkgKSlhR/cudiy7XFkZ6MU2tkhcagBMhIHTqVqM9Do/n3/cUOtKeGGGJ5219wYc9cgHNexEHyFcrriaKVEgwxalZHpeX5Uc8ZyekaDKKCIcflX3D1qNMe3SIw6MCEDnjjyegzwoEYfV0gjHMTjSWq/j6j5J3Y3fbdTehFKRDxeAvyvBAhVkW3zNcgKkpBakKGjbh/Xmfat8RCHacQYPHaycfKrnAylQWTWQkOZ2JrlJrQWBxONnqC+aLUsQHRt9jjXjmdxgm7cDuhqh6oZA3QGZWuPdfHPRgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":534,"cache_read_input_tokens":130051,"cache_creation":{"ephemeral_5m_input_tokens":534,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"requestId":"req_011CWzHNWyri5XftbijBErkw","type":"assistant","uuid":"59aa0312-6a59-43f3-b487-ca76b73e9fbc","timestamp":"2026-01-10T19:53:53.055Z"}
{"parentUuid":"59aa0312-6a59-43f3-b487-ca76b73e9fbc","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_019bMZtVmZbA8oL6eghb3wPu","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RfWAUzUJhRRFz3P4XHs6Mo","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\main.py","old_string":"from .routers import (\n agent_router,\n assistant_chat_router,\n features_router,\n filesystem_router,\n projects_router,\n spec_creation_router,\n terminal_router,\n git_router,\n)","new_string":"from .routers import (\n agent_router,\n assistant_chat_router,\n features_router,\n filesystem_router,\n projects_router,\n spec_creation_router,\n terminal_router,\n git_router,\n scheduler_router,\n)"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":534,"cache_read_input_tokens":130051,"cache_creation":{"ephemeral_5m_input_tokens":534,"ephemeral_1h_input_tokens":0},"output_tokens":289,"service_tier":"standard"}},"requestId":"req_011CWzHNWyri5XftbijBErkw","type":"assistant","uuid":"5dd75101-4d64-47a4-a811-f2ddae4b34b3","timestamp":"2026-01-10T19:53:54.869Z"}
{"parentUuid":"5dd75101-4d64-47a4-a811-f2ddae4b34b3","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RfWAUzUJhRRFz3P4XHs6Mo","type":"tool_result","content":"The file C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\main.py has been updated successfully."}]},"uuid":"4fbe0743-29fa-4b7a-a1ee-f5e9bbfbcec3","timestamp":"2026-01-10T19:53:56.666Z","toolUseResult":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\main.py","oldString":"from .routers import (\n agent_router,\n assistant_chat_router,\n features_router,\n filesystem_router,\n projects_router,\n spec_creation_router,\n terminal_router,\n git_router,\n)","newString":"from .routers import (\n agent_router,\n assistant_chat_router,\n features_router,\n filesystem_router,\n projects_router,\n spec_creation_router,\n terminal_router,\n git_router,\n scheduler_router,\n)","originalFile":"\"\"\"\nFastAPI Main Application\n========================\n\nMain entry point for the Autonomous Coding UI server.\nProvides REST API, WebSocket, and static file serving.\n\"\"\"\n\nimport shutil\nfrom contextlib import asynccontextmanager\nfrom pathlib import Path\n\nfrom fastapi import FastAPI, HTTPException, Request, WebSocket\nfrom fastapi.middleware.cors import CORSMiddleware\nfrom fastapi.responses import FileResponse\nfrom fastapi.staticfiles import StaticFiles\n\nfrom .routers import (\n agent_router,\n assistant_chat_router,\n features_router,\n filesystem_router,\n projects_router,\n spec_creation_router,\n terminal_router,\n git_router,\n)\nfrom .schemas import SetupStatus\nfrom .services.assistant_chat_session import cleanup_all_sessions as cleanup_assistant_sessions\nfrom .services.process_manager import cleanup_all_managers\nfrom .websocket import project_websocket\n\n# Paths\nROOT_DIR = Path(__file__).parent.parent\nUI_DIST_DIR = ROOT_DIR / \"ui\" / \"dist\"\n\n\n@asynccontextmanager\nasync def lifespan(app: FastAPI):\n \"\"\"Lifespan context manager for startup and shutdown.\"\"\"\n # Startup\n yield\n # Shutdown - cleanup all running agents and assistant sessions\n await cleanup_all_managers()\n await cleanup_assistant_sessions()\n\n\n# Create FastAPI app\napp = FastAPI(\n title=\"Autonomous Coding UI\",\n description=\"Web UI for the Autonomous Coding Agent\",\n version=\"1.0.0\",\n lifespan=lifespan,\n)\n\n# CORS - allow only localhost origins for security\napp.add_middleware(\n CORSMiddleware,\n allow_origins=[\n \"http://localhost:5173\", # Vite dev server\n \"http://127.0.0.1:5173\",\n \"http://localhost:8888\", # Production\n \"http://127.0.0.1:8888\",\n ],\n allow_credentials=True,\n allow_methods=[\"*\"],\n allow_headers=[\"*\"],\n)\n\n\n# ============================================================================\n# Security Middleware\n# ============================================================================\n\n@app.middleware(\"http\")\nasync def require_localhost(request: Request, call_next):\n \"\"\"Only allow requests from localhost.\"\"\"\n client_host = request.client.host if request.client else None\n\n # Allow localhost connections\n if client_host not in (\"127.0.0.1\", \"::1\", \"localhost\", None):\n raise HTTPException(status_code=403, detail=\"Localhost access only\")\n\n return await call_next(request)\n\n\n# ============================================================================\n# Include Routers\n# ============================================================================\n\napp.include_router(projects_router)\napp.include_router(features_router)\napp.include_router(agent_router)\napp.include_router(spec_creation_router)\napp.include_router(filesystem_router)\napp.include_router(assistant_chat_router)\napp.include_router(terminal_router)\napp.include_router(git_router)\n\n\n# ============================================================================\n# WebSocket Endpoint\n# ============================================================================\n\n@app.websocket(\"/ws/projects/{project_name}\")\nasync def websocket_endpoint(websocket: WebSocket, project_name: str):\n \"\"\"WebSocket endpoint for real-time project updates.\"\"\"\n await project_websocket(websocket, project_name)\n\n\n# ============================================================================\n# Setup & Health Endpoints\n# ============================================================================\n\n@app.get(\"/api/health\")\nasync def health_check():\n \"\"\"Health check endpoint.\"\"\"\n return {\"status\": \"healthy\"}\n\n\n@app.get(\"/api/setup/status\", response_model=SetupStatus)\nasync def setup_status():\n \"\"\"Check system setup status.\"\"\"\n # Check for Claude CLI\n claude_cli = shutil.which(\"claude\") is not None\n\n # Check for credentials file\n credentials_path = Path.home() / \".claude\" / \".credentials.json\"\n credentials = credentials_path.exists()\n\n # Check for Node.js and npm\n node = shutil.which(\"node\") is not None\n npm = shutil.which(\"npm\") is not None\n\n return SetupStatus(\n claude_cli=claude_cli,\n credentials=credentials,\n node=node,\n npm=npm,\n )\n\n\n# ============================================================================\n# Static File Serving (Production)\n# ============================================================================\n\n# Serve React build files if they exist\nif UI_DIST_DIR.exists():\n # Mount static assets\n app.mount(\"/assets\", StaticFiles(directory=UI_DIST_DIR / \"assets\"), name=\"assets\")\n\n @app.get(\"/\")\n async def serve_index():\n \"\"\"Serve the React app index.html.\"\"\"\n return FileResponse(UI_DIST_DIR / \"index.html\")\n\n @app.get(\"/{path:path}\")\n async def serve_spa(path: str):\n \"\"\"\n Serve static files or fall back to index.html for SPA routing.\n \"\"\"\n # Check if the path is an API route (shouldn't hit this due to router ordering)\n if path.startswith(\"api/\") or path.startswith(\"ws/\"):\n raise HTTPException(status_code=404)\n\n # Try to serve the file directly\n file_path = UI_DIST_DIR / path\n if file_path.exists() and file_path.is_file():\n return FileResponse(file_path)\n\n # Fall back to index.html for SPA routing\n return FileResponse(UI_DIST_DIR / \"index.html\")\n\n\n# ============================================================================\n# Main Entry Point\n# ============================================================================\n\nif __name__ == \"__main__\":\n import uvicorn\n uvicorn.run(\n \"server.main:app\",\n host=\"127.0.0.1\", # Localhost only for security\n port=8888,\n reload=True,\n )\n","structuredPatch":[{"oldStart":24,"oldLines":6,"newStart":24,"newLines":7,"lines":[" spec_creation_router,"," terminal_router,"," git_router,","+ scheduler_router,"," )"," from .schemas import SetupStatus"," from .services.assistant_chat_session import cleanup_all_sessions as cleanup_assistant_sessions"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"5dd75101-4d64-47a4-a811-f2ddae4b34b3"}
{"parentUuid":"4fbe0743-29fa-4b7a-a1ee-f5e9bbfbcec3","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01SFZv9pEEFuEd4BcH9iG7U4","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me add the router registration.","signature":"Es8BCkYICxgCKkCgJdLh0+BApUh8zAYXIEZTJYqlgIAq6UEZbZYCL+fVOMb14lBQEpqOJGQow9Pba5mshfjI+8xbp5sTlr4VmLeaEgyfapiB5IO3YSa3ofgaDPfTCK3EVeG+P1Mm0yIwLsVnUiiCi//wvd6TNGYwWQVGqT6D7YIxM8qEfkNYuVyqQmhwSjx+0oW3Flzbx1GPKjdmh5wUlw3k2mmR4FyyltUsvx5iZFkbkyuia2HTV7AHMapsgyejwdPfp48lv2G6p7yR6ds/5T4KGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":351,"cache_read_input_tokens":130585,"cache_creation":{"ephemeral_5m_input_tokens":351,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"requestId":"req_011CWzHPFZSSET8FjWkZqyMV","type":"assistant","uuid":"6dc1e968-b1c0-402b-b6af-5a1929f3e21c","timestamp":"2026-01-10T19:54:03.584Z"}
{"parentUuid":"6dc1e968-b1c0-402b-b6af-5a1929f3e21c","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01SFZv9pEEFuEd4BcH9iG7U4","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UxwrLfUs5swo4rMkYnF1Lm","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\main.py","old_string":"app.include_router(terminal_router)\napp.include_router(git_router)","new_string":"app.include_router(terminal_router)\napp.include_router(git_router)\napp.include_router(scheduler_router)"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":351,"cache_read_input_tokens":130585,"cache_creation":{"ephemeral_5m_input_tokens":351,"ephemeral_1h_input_tokens":0},"output_tokens":211,"service_tier":"standard"}},"requestId":"req_011CWzHPFZSSET8FjWkZqyMV","type":"assistant","uuid":"31efa25b-73c3-4132-9b8c-5c4e28412bb4","timestamp":"2026-01-10T19:54:04.821Z"}
{"parentUuid":"31efa25b-73c3-4132-9b8c-5c4e28412bb4","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UxwrLfUs5swo4rMkYnF1Lm","type":"tool_result","content":"The file C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\main.py has been updated successfully."}]},"uuid":"cae61082-c836-4df3-9f8c-a1be0fa5b68b","timestamp":"2026-01-10T19:54:06.676Z","toolUseResult":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\main.py","oldString":"app.include_router(terminal_router)\napp.include_router(git_router)","newString":"app.include_router(terminal_router)\napp.include_router(git_router)\napp.include_router(scheduler_router)","originalFile":"\"\"\"\nFastAPI Main Application\n========================\n\nMain entry point for the Autonomous Coding UI server.\nProvides REST API, WebSocket, and static file serving.\n\"\"\"\n\nimport shutil\nfrom contextlib import asynccontextmanager\nfrom pathlib import Path\n\nfrom fastapi import FastAPI, HTTPException, Request, WebSocket\nfrom fastapi.middleware.cors import CORSMiddleware\nfrom fastapi.responses import FileResponse\nfrom fastapi.staticfiles import StaticFiles\n\nfrom .routers import (\n agent_router,\n assistant_chat_router,\n features_router,\n filesystem_router,\n projects_router,\n spec_creation_router,\n terminal_router,\n git_router,\n scheduler_router,\n)\nfrom .schemas import SetupStatus\nfrom .services.assistant_chat_session import cleanup_all_sessions as cleanup_assistant_sessions\nfrom .services.process_manager import cleanup_all_managers\nfrom .websocket import project_websocket\n\n# Paths\nROOT_DIR = Path(__file__).parent.parent\nUI_DIST_DIR = ROOT_DIR / \"ui\" / \"dist\"\n\n\n@asynccontextmanager\nasync def lifespan(app: FastAPI):\n \"\"\"Lifespan context manager for startup and shutdown.\"\"\"\n # Startup\n yield\n # Shutdown - cleanup all running agents and assistant sessions\n await cleanup_all_managers()\n await cleanup_assistant_sessions()\n\n\n# Create FastAPI app\napp = FastAPI(\n title=\"Autonomous Coding UI\",\n description=\"Web UI for the Autonomous Coding Agent\",\n version=\"1.0.0\",\n lifespan=lifespan,\n)\n\n# CORS - allow only localhost origins for security\napp.add_middleware(\n CORSMiddleware,\n allow_origins=[\n \"http://localhost:5173\", # Vite dev server\n \"http://127.0.0.1:5173\",\n \"http://localhost:8888\", # Production\n \"http://127.0.0.1:8888\",\n ],\n allow_credentials=True,\n allow_methods=[\"*\"],\n allow_headers=[\"*\"],\n)\n\n\n# ============================================================================\n# Security Middleware\n# ============================================================================\n\n@app.middleware(\"http\")\nasync def require_localhost(request: Request, call_next):\n \"\"\"Only allow requests from localhost.\"\"\"\n client_host = request.client.host if request.client else None\n\n # Allow localhost connections\n if client_host not in (\"127.0.0.1\", \"::1\", \"localhost\", None):\n raise HTTPException(status_code=403, detail=\"Localhost access only\")\n\n return await call_next(request)\n\n\n# ============================================================================\n# Include Routers\n# ============================================================================\n\napp.include_router(projects_router)\napp.include_router(features_router)\napp.include_router(agent_router)\napp.include_router(spec_creation_router)\napp.include_router(filesystem_router)\napp.include_router(assistant_chat_router)\napp.include_router(terminal_router)\napp.include_router(git_router)\n\n\n# ============================================================================\n# WebSocket Endpoint\n# ============================================================================\n\n@app.websocket(\"/ws/projects/{project_name}\")\nasync def websocket_endpoint(websocket: WebSocket, project_name: str):\n \"\"\"WebSocket endpoint for real-time project updates.\"\"\"\n await project_websocket(websocket, project_name)\n\n\n# ============================================================================\n# Setup & Health Endpoints\n# ============================================================================\n\n@app.get(\"/api/health\")\nasync def health_check():\n \"\"\"Health check endpoint.\"\"\"\n return {\"status\": \"healthy\"}\n\n\n@app.get(\"/api/setup/status\", response_model=SetupStatus)\nasync def setup_status():\n \"\"\"Check system setup status.\"\"\"\n # Check for Claude CLI\n claude_cli = shutil.which(\"claude\") is not None\n\n # Check for credentials file\n credentials_path = Path.home() / \".claude\" / \".credentials.json\"\n credentials = credentials_path.exists()\n\n # Check for Node.js and npm\n node = shutil.which(\"node\") is not None\n npm = shutil.which(\"npm\") is not None\n\n return SetupStatus(\n claude_cli=claude_cli,\n credentials=credentials,\n node=node,\n npm=npm,\n )\n\n\n# ============================================================================\n# Static File Serving (Production)\n# ============================================================================\n\n# Serve React build files if they exist\nif UI_DIST_DIR.exists():\n # Mount static assets\n app.mount(\"/assets\", StaticFiles(directory=UI_DIST_DIR / \"assets\"), name=\"assets\")\n\n @app.get(\"/\")\n async def serve_index():\n \"\"\"Serve the React app index.html.\"\"\"\n return FileResponse(UI_DIST_DIR / \"index.html\")\n\n @app.get(\"/{path:path}\")\n async def serve_spa(path: str):\n \"\"\"\n Serve static files or fall back to index.html for SPA routing.\n \"\"\"\n # Check if the path is an API route (shouldn't hit this due to router ordering)\n if path.startswith(\"api/\") or path.startswith(\"ws/\"):\n raise HTTPException(status_code=404)\n\n # Try to serve the file directly\n file_path = UI_DIST_DIR / path\n if file_path.exists() and file_path.is_file():\n return FileResponse(file_path)\n\n # Fall back to index.html for SPA routing\n return FileResponse(UI_DIST_DIR / \"index.html\")\n\n\n# ============================================================================\n# Main Entry Point\n# ============================================================================\n\nif __name__ == \"__main__\":\n import uvicorn\n uvicorn.run(\n \"server.main:app\",\n host=\"127.0.0.1\", # Localhost only for security\n port=8888,\n reload=True,\n )\n","structuredPatch":[{"oldStart":97,"oldLines":6,"newStart":97,"newLines":7,"lines":[" app.include_router(assistant_chat_router)"," app.include_router(terminal_router)"," app.include_router(git_router)","+app.include_router(scheduler_router)"," "," "," # ============================================================================"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"31efa25b-73c3-4132-9b8c-5c4e28412bb4"}
{"parentUuid":"cae61082-c836-4df3-9f8c-a1be0fa5b68b","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_011SHxQs46ix5phbkQc2eNGR","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me update the services __init__.py to export the smart scheduler.","signature":"EvEBCkYICxgCKkD8sahSCIpNg9m/hl7Kn2535RpSosqBSvf0SIK/s6cN8kZpDRLLYiSxRe5lVXoPsNyZFnYpd1ThQg1adgSqkgyVEgxTgLdmRWgDt0nZ8gMaDFbq/8rcNM9375N3FCIw+Glx1jemqtq8tkoLdS+q6SwpnG2fA81L7pyL+FvnhTHbVRKNDSATdFrbwTOShdWDKlmCgsv4sC0HryFnrUK8Jxb+YGa7Ia9Fp/OHwMPdp3iugSPNU0NFYpF3NXFEX2EqZ7H+NOUFXEjrY+x/L14uZlKUCfZO9g0ssDm6VLMnNBSWazOcHMQNjaffTxgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":273,"cache_read_input_tokens":130936,"cache_creation":{"ephemeral_5m_input_tokens":273,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard"}},"requestId":"req_011CWzHPxVoNGJQJ6tUPRZGA","type":"assistant","uuid":"8c75439c-5587-4b3d-838e-e4d9893ac736","timestamp":"2026-01-10T19:54:12.709Z"}
{"parentUuid":"8c75439c-5587-4b3d-838e-e4d9893ac736","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_011SHxQs46ix5phbkQc2eNGR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01NPc4nUsR2RLFqPz9WDR8ti","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\__init__.py","old_string":"from .file_lock import (\n FileLockManager,\n LockInfo,\n LockResult,\n get_lock_manager,\n reset_lock_manager,\n)\n\n__all__ = [","new_string":"from .file_lock import (\n FileLockManager,\n LockInfo,\n LockResult,\n get_lock_manager,\n reset_lock_manager,\n)\nfrom .smart_scheduler import (\n SmartScheduler,\n FeatureAnalysis,\n SchedulerDecision,\n)\n\n__all__ = ["}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":273,"cache_read_input_tokens":130936,"cache_creation":{"ephemeral_5m_input_tokens":273,"ephemeral_1h_input_tokens":0},"output_tokens":304,"service_tier":"standard"}},"requestId":"req_011CWzHPxVoNGJQJ6tUPRZGA","type":"assistant","uuid":"b2b8cbfa-b1f6-495b-8488-15cbcd1a3ce9","timestamp":"2026-01-10T19:54:15.097Z"}
{"parentUuid":"b2b8cbfa-b1f6-495b-8488-15cbcd1a3ce9","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NPc4nUsR2RLFqPz9WDR8ti","type":"tool_result","content":"The file C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\__init__.py has been updated successfully."}]},"uuid":"9c206ea3-8821-4147-a44b-e0fced20a7bd","timestamp":"2026-01-10T19:54:17.093Z","toolUseResult":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\__init__.py","oldString":"from .file_lock import (\n FileLockManager,\n LockInfo,\n LockResult,\n get_lock_manager,\n reset_lock_manager,\n)\n\n__all__ = [","newString":"from .file_lock import (\n FileLockManager,\n LockInfo,\n LockResult,\n get_lock_manager,\n reset_lock_manager,\n)\nfrom .smart_scheduler import (\n SmartScheduler,\n FeatureAnalysis,\n SchedulerDecision,\n)\n\n__all__ = [","originalFile":"\"\"\"\nBackend Services\n================\n\nBusiness logic and process management services.\n\"\"\"\n\nfrom .process_manager import AgentProcessManager\nfrom .credential_resolver import CredentialResolver, get_resolver\nfrom .resource_manager import (\n ResourceManager,\n Resource,\n ResourceScope,\n ResourceType,\n AuthType,\n ResourceAuth,\n VerificationResult,\n get_manager,\n)\nfrom .feature_graph import (\n FeatureGraph,\n ParallelFeature,\n FeatureConflict,\n)\nfrom .file_lock import (\n FileLockManager,\n LockInfo,\n LockResult,\n get_lock_manager,\n reset_lock_manager,\n)\n\n__all__ = [\n \"AgentProcessManager\",\n \"CredentialResolver\",\n \"get_resolver\",\n \"ResourceManager\",\n \"Resource\",\n \"ResourceScope\",\n \"ResourceType\",\n \"AuthType\",\n \"ResourceAuth\",\n \"VerificationResult\",\n \"get_manager\",\n # Feature graph\n \"FeatureGraph\",\n \"ParallelFeature\",\n \"FeatureConflict\",\n # File locking\n \"FileLockManager\",\n \"LockInfo\",\n \"LockResult\",\n \"get_lock_manager\",\n \"reset_lock_manager\",\n]\n","structuredPatch":[{"oldStart":29,"oldLines":6,"newStart":29,"newLines":11,"lines":[" get_lock_manager,"," reset_lock_manager,"," )","+from .smart_scheduler import (","+ SmartScheduler,","+ FeatureAnalysis,","+ SchedulerDecision,","+)"," "," __all__ = ["," \"AgentProcessManager\","]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"b2b8cbfa-b1f6-495b-8488-15cbcd1a3ce9"}
{"parentUuid":"9c206ea3-8821-4147-a44b-e0fced20a7bd","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01YWDgf4snuSmBTJZCubu2NQ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me update the __all__ list to include the smart scheduler exports.","signature":"EvIBCkYICxgCKkCViY2V5W7xSK114AtseWkOf22aSjnqS52O3yv0Pqagg9qztjsAuQ1PrkQCEA5nbJeGjEcMiKHqGFK13pmNQnJUEgx9tUe3IEZwJtN/A90aDANcqEhQgNO48eYRGiIwrFU1gW6r9Ra8WUkGBMi6gGWRW3KYqdRBDz9gA6h46WW6Mu4rgvvc0qg+ZGwq1v6xKlr6I9WwOBcy854V6zLlnrxVreC96VF3ZufXanMsZF/QpXFHti/G2wm6n1sZRjiIYXabVFoNKgBQ3eOwdKxK6hFyDJGwVhJ7sNXiKGZDSNEMcrlMNlzFWpStgd8YAQ=="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":369,"cache_read_input_tokens":131209,"cache_creation":{"ephemeral_5m_input_tokens":369,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard"}},"requestId":"req_011CWzHQkp7CCgAY6ew9Kbfv","type":"assistant","uuid":"0b107578-8596-4a80-8971-38b205fc0458","timestamp":"2026-01-10T19:54:23.544Z"}
{"parentUuid":"0b107578-8596-4a80-8971-38b205fc0458","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01YWDgf4snuSmBTJZCubu2NQ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01CfA83KeD3ShEnVmMb1pUKC","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\__init__.py","old_string":"# File locking\n \"FileLockManager\",\n \"LockInfo\",\n \"LockResult\",\n \"get_lock_manager\",\n \"reset_lock_manager\",\n]","new_string":"# File locking\n \"FileLockManager\",\n \"LockInfo\",\n \"LockResult\",\n \"get_lock_manager\",\n \"reset_lock_manager\",\n # Smart scheduler\n \"SmartScheduler\",\n \"FeatureAnalysis\",\n \"SchedulerDecision\",\n]"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":369,"cache_read_input_tokens":131209,"cache_creation":{"ephemeral_5m_input_tokens":369,"ephemeral_1h_input_tokens":0},"output_tokens":294,"service_tier":"standard"}},"requestId":"req_011CWzHQkp7CCgAY6ew9Kbfv","type":"assistant","uuid":"0f3740c2-7af8-4510-b3fa-d145e290520a","timestamp":"2026-01-10T19:54:25.462Z"}
{"parentUuid":"0f3740c2-7af8-4510-b3fa-d145e290520a","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CfA83KeD3ShEnVmMb1pUKC","type":"tool_result","content":"The file C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\__init__.py has been updated successfully."}]},"uuid":"13462e65-7ee5-46c3-a3fa-1a3f358ca59f","timestamp":"2026-01-10T19:54:27.231Z","toolUseResult":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\server\\services\\__init__.py","oldString":"# File locking\n \"FileLockManager\",\n \"LockInfo\",\n \"LockResult\",\n \"get_lock_manager\",\n \"reset_lock_manager\",\n]","newString":"# File locking\n \"FileLockManager\",\n \"LockInfo\",\n \"LockResult\",\n \"get_lock_manager\",\n \"reset_lock_manager\",\n # Smart scheduler\n \"SmartScheduler\",\n \"FeatureAnalysis\",\n \"SchedulerDecision\",\n]","originalFile":"\"\"\"\nBackend Services\n================\n\nBusiness logic and process management services.\n\"\"\"\n\nfrom .process_manager import AgentProcessManager\nfrom .credential_resolver import CredentialResolver, get_resolver\nfrom .resource_manager import (\n ResourceManager,\n Resource,\n ResourceScope,\n ResourceType,\n AuthType,\n ResourceAuth,\n VerificationResult,\n get_manager,\n)\nfrom .feature_graph import (\n FeatureGraph,\n ParallelFeature,\n FeatureConflict,\n)\nfrom .file_lock import (\n FileLockManager,\n LockInfo,\n LockResult,\n get_lock_manager,\n reset_lock_manager,\n)\nfrom .smart_scheduler import (\n SmartScheduler,\n FeatureAnalysis,\n SchedulerDecision,\n)\n\n__all__ = [\n \"AgentProcessManager\",\n \"CredentialResolver\",\n \"get_resolver\",\n \"ResourceManager\",\n \"Resource\",\n \"ResourceScope\",\n \"ResourceType\",\n \"AuthType\",\n \"ResourceAuth\",\n \"VerificationResult\",\n \"get_manager\",\n # Feature graph\n \"FeatureGraph\",\n \"ParallelFeature\",\n \"FeatureConflict\",\n # File locking\n \"FileLockManager\",\n \"LockInfo\",\n \"LockResult\",\n \"get_lock_manager\",\n \"reset_lock_manager\",\n]\n","structuredPatch":[{"oldStart":57,"oldLines":4,"newStart":57,"newLines":8,"lines":[" \"LockResult\","," \"get_lock_manager\","," \"reset_lock_manager\",","+ # Smart scheduler","+ \"SmartScheduler\",","+ \"FeatureAnalysis\",","+ \"SchedulerDecision\","," ]"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"0f3740c2-7af8-4510-b3fa-d145e290520a"}
{"parentUuid":"13462e65-7ee5-46c3-a3fa-1a3f358ca59f","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_013FhEUUPUn9wzKCmSZ2vygg","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me update the smart_orchestrator.py to use the SmartScheduler instead of calling Claude directly for each decision. This way it uses the heuristic-based scheduler for quick decisions and only calls Claude for complex cases.","signature":"EpADCkYICxgCKkA3XgAe57grKIBu66JmN9YFMOnXjAtSltFTWjcTTN8XaQ+JS0SNBitu8astUKabmHlwB/AcITF4iMXv5LeSWpazEgxC6pI+lOIQcihPZYgaDN3SWY5f5J83b87exSIwGtoKGz8VEB0vG1wLxQiMg7hNAg8j5sBpo9/vRvYWKiJGTcA2SsYEEZZZ/fkDParOKvcBzFrWlCzByMU2caeg8nUh3N1V4iVlKgfyBaCqHYh3Mw2j/ja0DXYiKRXkn7bdq8oUC/NkZHU5XUQNQlNpnaC5QjKdrHTW63Ks/GcOlXFku+MI0c8W7dVt7zQ5mU94O6dTng/eucDrvlbFNK95aT8OIYHPk3Sb1Qqb4WfRT3TsZJSFRU3JuJa9+m6Q+8ffPYPQldcBPGplfku5WEyh92I7356RaUAud3nU/cSjsXicIfuKnnFeSBCZWopIh+vArAGjHRnSYrA/sWPhuNA1x1vDvj2yWGMxRKtg/pHDdBsz9gdog30yeGrtqXiYIn4kON+CNn1oMXQArBgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":359,"cache_read_input_tokens":131578,"cache_creation":{"ephemeral_5m_input_tokens":359,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"requestId":"req_011CWzHRUeJ53tvFvdW1CzSq","type":"assistant","uuid":"d4b40ac2-ff96-473a-b221-5d63e88021b1","timestamp":"2026-01-10T19:54:34.681Z"}
{"parentUuid":"d4b40ac2-ff96-473a-b221-5d63e88021b1","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_013FhEUUPUn9wzKCmSZ2vygg","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me update the smart_orchestrator to use the SmartScheduler."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":359,"cache_read_input_tokens":131578,"cache_creation":{"ephemeral_5m_input_tokens":359,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"requestId":"req_011CWzHRUeJ53tvFvdW1CzSq","type":"assistant","uuid":"01c29208-846e-48c3-b656-b4a0cc05134f","timestamp":"2026-01-10T19:54:35.004Z"}
{"parentUuid":"01c29208-846e-48c3-b656-b4a0cc05134f","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_013FhEUUPUn9wzKCmSZ2vygg","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01SanHBHbJKQToBL74ex6i8w","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","old_string":"from server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom server.services.file_lock import FileLockManager, get_lock_manager\nfrom server.agents.git_agent import GitAgent, GitAgentConfig","new_string":"from server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom server.services.file_lock import FileLockManager, get_lock_manager\nfrom server.services.smart_scheduler import SmartScheduler\nfrom server.agents.git_agent import GitAgent, GitAgentConfig"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":359,"cache_read_input_tokens":131578,"cache_creation":{"ephemeral_5m_input_tokens":359,"ephemeral_1h_input_tokens":0},"output_tokens":346,"service_tier":"standard"}},"requestId":"req_011CWzHRUeJ53tvFvdW1CzSq","type":"assistant","uuid":"de4e5c16-ac10-43b6-bac7-bc8b7bb2b2a8","timestamp":"2026-01-10T19:54:37.318Z"}
{"parentUuid":"de4e5c16-ac10-43b6-bac7-bc8b7bb2b2a8","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"String to replace not found in file.\nString: from server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom server.services.file_lock import FileLockManager, get_lock_manager\nfrom server.agents.git_agent import GitAgent, GitAgentConfig","is_error":true,"tool_use_id":"toolu_01SanHBHbJKQToBL74ex6i8w"}]},"uuid":"cc04c4a7-cc23-4c94-802e-f6df13d50ffc","timestamp":"2026-01-10T19:54:37.541Z","toolUseResult":"Error: String to replace not found in file.\nString: from server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom server.services.file_lock import FileLockManager, get_lock_manager\nfrom server.agents.git_agent import GitAgent, GitAgentConfig","sourceToolAssistantUUID":"de4e5c16-ac10-43b6-bac7-bc8b7bb2b2a8"}
{"parentUuid":"cc04c4a7-cc23-4c94-802e-f6df13d50ffc","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01JNYtv86KiLjSQhT3vjGqqb","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Let me read the file to see the current state.","signature":"EtYBCkYICxgCKkBE/SQYtNGFbcOawQrAGJEqh6hnrkJuNbhCtGswGerGPn8Dyiz73VW/7ernmyulRMU7NCFUcga1RBT+WEBNRDXdEgz+2oxVutt+RdtqvOsaDEyCv4p6c2PyjPT4jCIwDH+UPk96Utf4cCpZ4GtXwQY+7/B1+yOtazyceCNfpph5wYzee6BvIyqLH0sWI0CGKj5Y52X6akOMillzKK7kJovGA576A7CfMl8LQDGCB1UQu5e1d24bH1UDsYkidPJw5HHoWh7KIeD1Hf1vYpWwARgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":452,"cache_read_input_tokens":131937,"cache_creation":{"ephemeral_5m_input_tokens":452,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzHSDy2EwAgrZNe588qe","type":"assistant","uuid":"30ad3555-16b9-41c7-aced-2dc24dcd6981","timestamp":"2026-01-10T19:54:43.770Z"}
{"parentUuid":"30ad3555-16b9-41c7-aced-2dc24dcd6981","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01JNYtv86KiLjSQhT3vjGqqb","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01SnwPCYuPtxjcSoAvQqvsSh","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","limit":60}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":452,"cache_read_input_tokens":131937,"cache_creation":{"ephemeral_5m_input_tokens":452,"ephemeral_1h_input_tokens":0},"output_tokens":126,"service_tier":"standard"}},"requestId":"req_011CWzHSDy2EwAgrZNe588qe","type":"assistant","uuid":"b81e5454-751c-4952-a657-2e4662983009","timestamp":"2026-01-10T19:54:44.307Z"}
{"parentUuid":"b81e5454-751c-4952-a657-2e4662983009","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SnwPCYuPtxjcSoAvQqvsSh","type":"tool_result","content":" 1→\"\"\"\n 2→Smart Orchestrator\n 3→==================\n 4→\n 5→Uses Claude to dynamically decide how many agents to run in parallel\n 6→based on feature analysis, complexity estimation, and conflict prediction.\n 7→\"\"\"\n 8→\n 9→import asyncio\n 10→import json\n 11→import logging\n 12→from dataclasses import dataclass, field\n 13→from pathlib import Path\n 14→from typing import Optional\n 15→\n 16→from claude_agent_sdk import ClaudeSDKClient\n 17→\n 18→from parallel_agent import ParallelAgentRunner, AgentResult\n 19→from server.services.feature_graph import FeatureGraph, ParallelFeature\n 20→from progress import get_feature_stats\n 21→\n 22→logger = logging.getLogger(__name__)\n 23→\n 24→\n 25→@dataclass\n 26→class FeatureCluster:\n 27→ \"\"\"A group of features that can safely run together.\"\"\"\n 28→ features: list[ParallelFeature]\n 29→ estimated_parallelism: int\n 30→ reasoning: str\n 31→ predicted_conflicts: list[str] = field(default_factory=list)\n 32→ total_complexity: int = 0\n 33→\n 34→\n 35→@dataclass\n 36→class OrchestrationDecision:\n 37→ \"\"\"Decision about how to run features.\"\"\"\n 38→ recommended_parallelism: int\n 39→ features_to_run: list[ParallelFeature]\n 40→ reasoning: str\n 41→ risk_level: str # \"low\", \"medium\", \"high\"\n 42→ estimated_duration_minutes: int = 0\n 43→\n 44→\n 45→ANALYSIS_PROMPT = \"\"\"You are an expert software architect analyzing features for parallel execution.\n 46→\n 47→Given these pending features, analyze them and decide:\n 48→1. How many can safely run in parallel\n 49→2. Which specific features to run together\n 50→3. Risk assessment for parallel execution\n 51→\n 52→Consider:\n 53→- Features touching similar files/directories should NOT run together\n 54→- UI features can often parallelize with backend features\n 55→- Database/schema changes should run alone\n 56→- Test features can parallelize with implementation features\n 57→- Simple features (1-2 steps) are safer to parallelize than complex ones\n 58→\n 59→## Pending Features\n 60→\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"a90e31ba-c41a-448e-aa2d-cf9eb57d75ee","timestamp":"2026-01-10T19:54:46.308Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","content":"\"\"\"\nSmart Orchestrator\n==================\n\nUses Claude to dynamically decide how many agents to run in parallel\nbased on feature analysis, complexity estimation, and conflict prediction.\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nfrom dataclasses import dataclass, field\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom claude_agent_sdk import ClaudeSDKClient\n\nfrom parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom progress import get_feature_stats\n\nlogger = logging.getLogger(__name__)\n\n\n@dataclass\nclass FeatureCluster:\n \"\"\"A group of features that can safely run together.\"\"\"\n features: list[ParallelFeature]\n estimated_parallelism: int\n reasoning: str\n predicted_conflicts: list[str] = field(default_factory=list)\n total_complexity: int = 0\n\n\n@dataclass\nclass OrchestrationDecision:\n \"\"\"Decision about how to run features.\"\"\"\n recommended_parallelism: int\n features_to_run: list[ParallelFeature]\n reasoning: str\n risk_level: str # \"low\", \"medium\", \"high\"\n estimated_duration_minutes: int = 0\n\n\nANALYSIS_PROMPT = \"\"\"You are an expert software architect analyzing features for parallel execution.\n\nGiven these pending features, analyze them and decide:\n1. How many can safely run in parallel\n2. Which specific features to run together\n3. Risk assessment for parallel execution\n\nConsider:\n- Features touching similar files/directories should NOT run together\n- UI features can often parallelize with backend features\n- Database/schema changes should run alone\n- Test features can parallelize with implementation features\n- Simple features (1-2 steps) are safer to parallelize than complex ones\n\n## Pending Features\n","numLines":60,"startLine":1,"totalLines":456}},"sourceToolAssistantUUID":"b81e5454-751c-4952-a657-2e4662983009"}
{"parentUuid":"a90e31ba-c41a-448e-aa2d-cf9eb57d75ee","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01Fzgae7LPUs6ALHQLvazbk1","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I see - the file doesn't have the same imports I expected. Let me just rewrite the SmartOrchestrator class to use the SmartScheduler properly. I'll update it to use the heuristic-based scheduler for quick decisions and only call Claude for uncertain cases.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":847,"cache_read_input_tokens":132389,"cache_creation":{"ephemeral_5m_input_tokens":847,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"requestId":"req_011CWzHSsn7gfigFh3YEhHpx","type":"assistant","uuid":"54df6462-4208-4010-98cb-47833d23c09b","timestamp":"2026-01-10T19:54:53.427Z"}
{"parentUuid":"54df6462-4208-4010-98cb-47833d23c09b","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01Fzgae7LPUs6ALHQLvazbk1","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0156pF7u1ZgzJqFL1o1nvYpk","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","old_string":"from parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom progress import get_feature_stats","new_string":"from parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom server.services.smart_scheduler import SmartScheduler\nfrom progress import get_feature_stats"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":847,"cache_read_input_tokens":132389,"cache_creation":{"ephemeral_5m_input_tokens":847,"ephemeral_1h_input_tokens":0},"output_tokens":315,"service_tier":"standard"}},"requestId":"req_011CWzHSsn7gfigFh3YEhHpx","type":"assistant","uuid":"08cb76bb-f8c4-45c9-a1ce-859427a5b736","timestamp":"2026-01-10T19:54:55.091Z"}
{"parentUuid":"08cb76bb-f8c4-45c9-a1ce-859427a5b736","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0156pF7u1ZgzJqFL1o1nvYpk","type":"tool_result","content":"The file C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py has been updated successfully."}]},"uuid":"25f11aec-9607-4058-a645-60c7964e7dcd","timestamp":"2026-01-10T19:54:56.890Z","toolUseResult":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","oldString":"from parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom progress import get_feature_stats","newString":"from parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom server.services.smart_scheduler import SmartScheduler\nfrom progress import get_feature_stats","originalFile":"\"\"\"\nSmart Orchestrator\n==================\n\nUses Claude to dynamically decide how many agents to run in parallel\nbased on feature analysis, complexity estimation, and conflict prediction.\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nfrom dataclasses import dataclass, field\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom claude_agent_sdk import ClaudeSDKClient\n\nfrom parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom progress import get_feature_stats\n\nlogger = logging.getLogger(__name__)\n\n\n@dataclass\nclass FeatureCluster:\n \"\"\"A group of features that can safely run together.\"\"\"\n features: list[ParallelFeature]\n estimated_parallelism: int\n reasoning: str\n predicted_conflicts: list[str] = field(default_factory=list)\n total_complexity: int = 0\n\n\n@dataclass\nclass OrchestrationDecision:\n \"\"\"Decision about how to run features.\"\"\"\n recommended_parallelism: int\n features_to_run: list[ParallelFeature]\n reasoning: str\n risk_level: str # \"low\", \"medium\", \"high\"\n estimated_duration_minutes: int = 0\n\n\nANALYSIS_PROMPT = \"\"\"You are an expert software architect analyzing features for parallel execution.\n\nGiven these pending features, analyze them and decide:\n1. How many can safely run in parallel\n2. Which specific features to run together\n3. Risk assessment for parallel execution\n\nConsider:\n- Features touching similar files/directories should NOT run together\n- UI features can often parallelize with backend features\n- Database/schema changes should run alone\n- Test features can parallelize with implementation features\n- Simple features (1-2 steps) are safer to parallelize than complex ones\n\n## Pending Features\n\n{features_json}\n\n## Current State\n- Features in progress: {in_progress_count}\n- Features completed: {completed_count}\n- Recent failures: {recent_failures}\n\n## Response Format\n\nRespond with a JSON object:\n```json\n{{\n \"recommended_parallelism\": ,\n \"feature_ids_to_run\": [],\n \"reasoning\": \"\",\n \"risk_level\": \"\",\n \"estimated_minutes\": ,\n \"clusters\": [\n {{\n \"feature_ids\": [],\n \"reason\": \"\"\n }}\n ],\n \"warnings\": [\"\"]\n}}\n```\n\nBe conservative - it's better to run fewer in parallel than risk conflicts.\n\"\"\"\n\n\nclass SmartOrchestrator:\n \"\"\"\n Intelligent orchestrator that uses Claude to make parallelization decisions.\n\n Instead of a fixed max_parallel, this orchestrator:\n 1. Analyzes pending features using Claude\n 2. Clusters features by predicted file conflicts\n 3. Estimates complexity and risk\n 4. Dynamically adjusts parallelism based on conditions\n \"\"\"\n\n def __init__(\n self,\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n min_parallel: int = 1,\n max_parallel: int = 5,\n yolo_mode: bool = False,\n ):\n \"\"\"\n Initialize the smart orchestrator.\n\n Args:\n project_dir: Path to the project directory\n model: Claude model for both analysis and coding\n min_parallel: Minimum parallel agents\n max_parallel: Maximum parallel agents (cap)\n yolo_mode: Skip testing if True\n \"\"\"\n self.project_dir = project_dir\n self.model = model\n self.min_parallel = min_parallel\n self.max_parallel = max_parallel\n self.yolo_mode = yolo_mode\n\n self.feature_graph = FeatureGraph(project_dir)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Use Claude to analyze features and decide parallelization.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n completed = stats.get(\"passing\", 0)\n\n # Prepare features for analysis\n features_data = []\n for f in features[:20]: # Limit to 20 for context\n features_data.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_data, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Quick analysis using Claude\n try:\n # Use a lightweight client for analysis\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n # Parse response\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")\n\n # Map feature IDs to features\n feature_map = {f.id: f for f in features}\n features_to_run = [\n feature_map[fid]\n for fid in decision_data.get(\"feature_ids_to_run\", [])\n if fid in feature_map\n ]\n\n # Apply caps\n parallelism = min(\n max(decision_data.get(\"recommended_parallelism\", 1), self.min_parallel),\n self.max_parallel,\n )\n\n return OrchestrationDecision(\n recommended_parallelism=parallelism,\n features_to_run=features_to_run[:parallelism],\n reasoning=decision_data.get(\"reasoning\", \"Analysis complete\"),\n risk_level=decision_data.get(\"risk_level\", \"medium\"),\n estimated_duration_minutes=decision_data.get(\"estimated_minutes\", 30),\n )\n\n except Exception as e:\n logger.warning(f\"Analysis failed, using fallback: {e}\")\n return self._fallback_decision(features)\n\n def _fallback_decision(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Fallback decision when Claude analysis fails.\n\n Uses simple heuristics based on feature categories.\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No features available\",\n risk_level=\"low\",\n )\n\n # Group by category\n categories = {}\n for f in features:\n cat = f.category.lower()\n if cat not in categories:\n categories[cat] = []\n categories[cat].append(f)\n\n # Pick one from each category (up to max)\n selected = []\n for cat, cat_features in categories.items():\n if len(selected) < self.max_parallel:\n selected.append(cat_features[0])\n\n # If we have room and features left, add more\n remaining = [f for f in features if f not in selected]\n while len(selected) < self.min_parallel and remaining:\n selected.append(remaining.pop(0))\n\n return OrchestrationDecision(\n recommended_parallelism=len(selected),\n features_to_run=selected,\n reasoning=\"Fallback: One feature per category\",\n risk_level=\"medium\",\n )\n\n async def run_smart(\n self,\n max_iterations: Optional[int] = None,\n ) -> dict:\n \"\"\"\n Run the smart orchestration loop.\n\n Args:\n max_iterations: Maximum iteration cycles\n\n Returns:\n Summary statistics\n \"\"\"\n print(\"\\n\" + \"=\" * 70)\n print(\" SMART ORCHESTRATOR\")\n print(\"=\" * 70)\n print(f\"\\nProject: {self.project_dir}\")\n print(f\"Model: {self.model}\")\n print(f\"Parallelism range: {self.min_parallel}-{self.max_parallel}\")\n print()\n\n total_completed = 0\n total_failed = 0\n iteration = 0\n\n while True:\n iteration += 1\n\n if max_iterations and iteration > max_iterations:\n print(f\"\\nReached max iterations ({max_iterations})\")\n break\n\n # Get available features\n features = self.feature_graph.get_parallelizable_features(\n count=20, # Get more for analysis\n )\n\n if not features:\n stats = get_feature_stats(self.project_dir)\n if stats and stats.get(\"pending\", 0) == 0:\n print(\"\\n All features completed!\")\n break\n print(\"\\nNo parallelizable features, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Analyze and decide\n print(f\"\\n--- Iteration {iteration} ---\")\n print(f\"Analyzing {len(features)} pending features...\")\n\n decision = await self.analyze_features(features)\n\n print(f\"\\nDecision: Run {decision.recommended_parallelism} agents in parallel\")\n print(f\"Risk level: {decision.risk_level}\")\n print(f\"Reasoning: {decision.reasoning}\")\n print(f\"\\nFeatures selected:\")\n for f in decision.features_to_run:\n print(f\" - #{f.id}: {f.name} [{f.category}]\")\n\n if not decision.features_to_run:\n print(\"\\nNo features selected, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Create runner with dynamic parallelism\n runner = ParallelAgentRunner(\n project_dir=self.project_dir,\n model=self.model,\n max_parallel=decision.recommended_parallelism,\n yolo_mode=self.yolo_mode,\n )\n\n # Run the selected features\n tasks = []\n for i, feature in enumerate(decision.features_to_run):\n agent_id = f\"smart-{iteration}-{i}\"\n task = asyncio.create_task(\n runner.run_single_feature(feature, agent_id)\n )\n tasks.append((feature, task))\n\n # Wait for completion\n for feature, task in tasks:\n try:\n result = await task\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name}\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")\n\n # Brief delay\n await asyncio.sleep(3)\n\n return {\n \"total_completed\": total_completed,\n \"total_failed\": total_failed,\n \"iterations\": iteration,\n }\n\n\nasync def run_smart_orchestrator(\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n max_iterations: Optional[int] = None,\n yolo_mode: bool = False,\n) -> dict:\n \"\"\"\n Convenience function to run smart orchestrator.\n\n Args:\n project_dir: Project directory\n model: Claude model\n max_iterations: Max iterations\n yolo_mode: Skip testing\n\n Returns:\n Summary statistics\n \"\"\"\n orchestrator = SmartOrchestrator(\n project_dir=project_dir,\n model=model,\n yolo_mode=yolo_mode,\n )\n\n return await orchestrator.run_smart(max_iterations=max_iterations)\n\n\nif __name__ == \"__main__\":\n import argparse\n\n parser = argparse.ArgumentParser(description=\"Smart orchestrator for parallel coding\")\n parser.add_argument(\n \"--project-dir\",\n type=str,\n required=True,\n help=\"Project directory\",\n )\n parser.add_argument(\n \"--model\",\n type=str,\n default=\"claude-sonnet-4-20250514\",\n help=\"Claude model\",\n )\n parser.add_argument(\n \"--max-iterations\",\n type=int,\n default=None,\n help=\"Maximum iterations\",\n )\n parser.add_argument(\n \"--yolo\",\n action=\"store_true\",\n help=\"YOLO mode (skip testing)\",\n )\n\n args = parser.parse_args()\n\n project_path = Path(args.project_dir)\n if not project_path.is_absolute():\n try:\n from registry import get_project_path\n resolved = get_project_path(args.project_dir)\n if resolved:\n project_path = resolved\n except ImportError:\n pass\n\n result = asyncio.run(run_smart_orchestrator(\n project_dir=project_path,\n model=args.model,\n max_iterations=args.max_iterations,\n yolo_mode=args.yolo,\n ))\n\n print(\"\\n\" + \"=\" * 70)\n print(\" ORCHESTRATION COMPLETE\")\n print(\"=\" * 70)\n print(f\"\\nCompleted: {result['total_completed']}\")\n print(f\"Failed: {result['total_failed']}\")\n print(f\"Iterations: {result['iterations']}\")\n","structuredPatch":[{"oldStart":17,"oldLines":6,"newStart":17,"newLines":7,"lines":[" "," from parallel_agent import ParallelAgentRunner, AgentResult"," from server.services.feature_graph import FeatureGraph, ParallelFeature","+from server.services.smart_scheduler import SmartScheduler"," from progress import get_feature_stats"," "," logger = logging.getLogger(__name__)"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"08cb76bb-f8c4-45c9-a1ce-859427a5b736"}
{"parentUuid":"25f11aec-9607-4058-a645-60c7964e7dcd","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01SLqeKBJdiWZb8g9bpPHPhr","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me update the SmartOrchestrator class to use the SmartScheduler for initial decisions and only consult Claude when the scheduler is uncertain (low confidence).","signature":"EtACCkYICxgCKkAqyR9q0rzyui2Xm/dzOH8VJunnUbipfcKoxR1bsK+a1d4a9j6o0cpNiTcPOAtnVCwB1IsMEiJg1pbLUeMfOeDpEgwztbIC8wQ+5rWr3SAaDJBQrMaKSiEFjvQRECIwbTTx8qzhS+WXhZjaBtqFx58q6MQhxc5BKvRnr4SnLlTe7vRJ6ar65/lhdadbXhvEKrcB8YvmzKPePvfQFEKiVcqg4PvO7wDgqnh5azko03ZeVyxSbwCtuVR2zqhg44LxFKBfTQlHlTA9P1CTLWszk6OlEPWeLB4yQBt6y9gMXcs4hEaB05KDaay9cBntbN46zi4oFyBdkqeH8IuOpKjNdXYkHj4J4z2xNkpmYOeWR8BDnjCBaIQRGZT8ic+n0O+q2Vx4dmpAe7QVtxGuw6ZES1hkDGWnz6xlOHGfZfWOUQ64AA7ZBJLFUmH/GAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":378,"cache_read_input_tokens":133236,"cache_creation":{"ephemeral_5m_input_tokens":378,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard"}},"requestId":"req_011CWzHTeZQSZDWF7Bx2AmGW","type":"assistant","uuid":"a8eca659-b08c-4aa0-b73c-384fe89f78e9","timestamp":"2026-01-10T19:55:03.008Z"}
{"parentUuid":"a8eca659-b08c-4aa0-b73c-384fe89f78e9","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01SLqeKBJdiWZb8g9bpPHPhr","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01B4E1jWhdaBa1SuHVKwhE2M","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","offset":100,"limit":100}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":378,"cache_read_input_tokens":133236,"cache_creation":{"ephemeral_5m_input_tokens":378,"ephemeral_1h_input_tokens":0},"output_tokens":168,"service_tier":"standard"}},"requestId":"req_011CWzHTeZQSZDWF7Bx2AmGW","type":"assistant","uuid":"d85fc5fa-4bb8-4bef-9a27-d90cce2ec90f","timestamp":"2026-01-10T19:55:03.747Z"}
{"parentUuid":"d85fc5fa-4bb8-4bef-9a27-d90cce2ec90f","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01B4E1jWhdaBa1SuHVKwhE2M","type":"tool_result","content":" 100→ 3. Estimates complexity and risk\n 101→ 4. Dynamically adjusts parallelism based on conditions\n 102→ \"\"\"\n 103→\n 104→ def __init__(\n 105→ self,\n 106→ project_dir: Path,\n 107→ model: str = \"claude-sonnet-4-20250514\",\n 108→ min_parallel: int = 1,\n 109→ max_parallel: int = 5,\n 110→ yolo_mode: bool = False,\n 111→ ):\n 112→ \"\"\"\n 113→ Initialize the smart orchestrator.\n 114→\n 115→ Args:\n 116→ project_dir: Path to the project directory\n 117→ model: Claude model for both analysis and coding\n 118→ min_parallel: Minimum parallel agents\n 119→ max_parallel: Maximum parallel agents (cap)\n 120→ yolo_mode: Skip testing if True\n 121→ \"\"\"\n 122→ self.project_dir = project_dir\n 123→ self.model = model\n 124→ self.min_parallel = min_parallel\n 125→ self.max_parallel = max_parallel\n 126→ self.yolo_mode = yolo_mode\n 127→\n 128→ self.feature_graph = FeatureGraph(project_dir)\n 129→ self._recent_failures: list[str] = []\n 130→ self._analysis_cache: dict[str, OrchestrationDecision] = {}\n 131→\n 132→ async def analyze_features(\n 133→ self,\n 134→ features: list[ParallelFeature],\n 135→ ) -> OrchestrationDecision:\n 136→ \"\"\"\n 137→ Use Claude to analyze features and decide parallelization.\n 138→\n 139→ Args:\n 140→ features: List of pending features\n 141→\n 142→ Returns:\n 143→ OrchestrationDecision with recommendations\n 144→ \"\"\"\n 145→ if not features:\n 146→ return OrchestrationDecision(\n 147→ recommended_parallelism=0,\n 148→ features_to_run=[],\n 149→ reasoning=\"No pending features\",\n 150→ risk_level=\"low\",\n 151→ )\n 152→\n 153→ # Get current stats\n 154→ stats = get_feature_stats(self.project_dir) or {}\n 155→ in_progress = stats.get(\"in_progress\", 0)\n 156→ completed = stats.get(\"passing\", 0)\n 157→\n 158→ # Prepare features for analysis\n 159→ features_data = []\n 160→ for f in features[:20]: # Limit to 20 for context\n 161→ features_data.append({\n 162→ \"id\": f.id,\n 163→ \"name\": f.name,\n 164→ \"category\": f.category,\n 165→ \"priority\": f.priority,\n 166→ \"description\": f.description[:200], # Truncate\n 167→ \"steps_count\": len(f.steps),\n 168→ \"complexity\": f.estimated_complexity,\n 169→ })\n 170→\n 171→ prompt = ANALYSIS_PROMPT.format(\n 172→ features_json=json.dumps(features_data, indent=2),\n 173→ in_progress_count=in_progress,\n 174→ completed_count=completed,\n 175→ recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n 176→ )\n 177→\n 178→ # Quick analysis using Claude\n 179→ try:\n 180→ # Use a lightweight client for analysis\n 181→ from anthropic import Anthropic\n 182→ client = Anthropic()\n 183→\n 184→ response = client.messages.create(\n 185→ model=\"claude-sonnet-4-20250514\",\n 186→ max_tokens=1024,\n 187→ messages=[{\"role\": \"user\", \"content\": prompt}],\n 188→ )\n 189→\n 190→ # Parse response\n 191→ response_text = response.content[0].text\n 192→\n 193→ # Extract JSON from response\n 194→ json_start = response_text.find(\"{\")\n 195→ json_end = response_text.rfind(\"}\") + 1\n 196→ if json_start >= 0 and json_end > json_start:\n 197→ decision_data = json.loads(response_text[json_start:json_end])\n 198→ else:\n 199→ raise ValueError(\"No JSON found in response\")\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"d251ec0a-7ac0-48eb-88ff-efb0ff204a6d","timestamp":"2026-01-10T19:55:06.108Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","content":" 3. Estimates complexity and risk\n 4. Dynamically adjusts parallelism based on conditions\n \"\"\"\n\n def __init__(\n self,\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n min_parallel: int = 1,\n max_parallel: int = 5,\n yolo_mode: bool = False,\n ):\n \"\"\"\n Initialize the smart orchestrator.\n\n Args:\n project_dir: Path to the project directory\n model: Claude model for both analysis and coding\n min_parallel: Minimum parallel agents\n max_parallel: Maximum parallel agents (cap)\n yolo_mode: Skip testing if True\n \"\"\"\n self.project_dir = project_dir\n self.model = model\n self.min_parallel = min_parallel\n self.max_parallel = max_parallel\n self.yolo_mode = yolo_mode\n\n self.feature_graph = FeatureGraph(project_dir)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Use Claude to analyze features and decide parallelization.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n completed = stats.get(\"passing\", 0)\n\n # Prepare features for analysis\n features_data = []\n for f in features[:20]: # Limit to 20 for context\n features_data.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_data, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Quick analysis using Claude\n try:\n # Use a lightweight client for analysis\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n # Parse response\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")","numLines":100,"startLine":100,"totalLines":457}},"sourceToolAssistantUUID":"d85fc5fa-4bb8-4bef-9a27-d90cce2ec90f"}
{"parentUuid":"d251ec0a-7ac0-48eb-88ff-efb0ff204a6d","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_015hhT2cfopKYPk8rAgaMM4x","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Let me update the SmartOrchestrator's __init__ and analyze_features methods to use the SmartScheduler first, and only call Claude when the scheduler has low confidence.","signature":"EtECCkYICxgCKkBsvOU7MU1p7NLWL+OzvU2Q6wVC6fUQpe/FGciRsjwLs0T/eJNUHFHaZWOGNMcqaXnovEX1LYvJjN3bqDNyI9TlEgwkcAN0zE7l8SOorqoaDJxvwCyvW8+CtS9bUyIw1I2YBCEaxhFCSwR+tH5TcZk4Rg1YuTZWQMLdOHj8GysSrMZbJHquols+dvXjWGUlKrgBmx1Y+k8eS0byRL8PLSDT1VKRJciaa6794X/CgLx6MAQL5aVvB7B1MR8chBfeJ1ChX5hqEBq3HK0OiurkLh417mAfXVkgKiNTu7sAKU/mR51A56+AcdHMmzwtgs0Lj2CgQ+ztzRxY7pfPcQD2q3PTb2sUyGSsZ53ByYjvhaCGrTC9Ivm7a/xVowX72uYaC79N/y99wofSaJxeF4syvRlgfXW3jI0FUqdSKLtIF+P8/aL2RvisFgbqrBgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1443,"cache_read_input_tokens":133614,"cache_creation":{"ephemeral_5m_input_tokens":1443,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzHUMiQrGsZs6DTWuLzm","type":"assistant","uuid":"5dbde7de-8d74-47e3-bbc6-370d827d6f24","timestamp":"2026-01-10T19:55:14.310Z"}
{"parentUuid":"5dbde7de-8d74-47e3-bbc6-370d827d6f24","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_015hhT2cfopKYPk8rAgaMM4x","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01GVCk27UByavwRfST55TT2b","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","old_string":"self.feature_graph = FeatureGraph(project_dir)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Use Claude to analyze features and decide parallelization.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n completed = stats.get(\"passing\", 0)\n\n # Prepare features for analysis\n features_data = []\n for f in features[:20]: # Limit to 20 for context\n features_data.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_data, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Quick analysis using Claude\n try:\n # Use a lightweight client for analysis\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n # Parse response\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")","new_string":"self.feature_graph = FeatureGraph(project_dir)\n self.scheduler = SmartScheduler(project_dir, min_parallel, max_parallel)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n self._claude_threshold = 0.6 # Use Claude if scheduler confidence below this\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Analyze features and decide parallelization.\n\n Uses fast heuristic-based SmartScheduler first. Only consults\n Claude if the scheduler has low confidence in its decision.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n\n # First, try the fast heuristic-based scheduler\n features_data = [\n {\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"description\": f.description,\n \"steps\": f.steps,\n }\n for f in features\n ]\n\n scheduler_decision = self.scheduler.make_decision(features_data, in_progress)\n\n # If scheduler is confident, use its decision\n if scheduler_decision.confidence >= self._claude_threshold:\n feature_map = {f.id: f for f in features}\n selected_features = [\n feature_map[fid]\n for fid in scheduler_decision.feature_ids\n if fid in feature_map\n ]\n\n logger.info(\n f\"Scheduler decision (confidence={scheduler_decision.confidence:.2f}): \"\n f\"{scheduler_decision.parallelism} agents\"\n )\n\n return OrchestrationDecision(\n recommended_parallelism=scheduler_decision.parallelism,\n features_to_run=selected_features,\n reasoning=f\"[Heuristic] {scheduler_decision.reasoning}\",\n risk_level=scheduler_decision.risk_level,\n estimated_duration_minutes=scheduler_decision.estimated_duration,\n )\n\n # Scheduler is uncertain - consult Claude for a better decision\n logger.info(\n f\"Scheduler uncertain (confidence={scheduler_decision.confidence:.2f}), \"\n \"consulting Claude...\"\n )\n\n # Prepare features for Claude analysis\n features_analysis = []\n for f in features[:20]: # Limit to 20 for context\n features_analysis.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n completed = stats.get(\"passing\", 0)\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_analysis, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Call Claude for analysis\n try:\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1443,"cache_read_input_tokens":133614,"cache_creation":{"ephemeral_5m_input_tokens":1443,"ephemeral_1h_input_tokens":0},"output_tokens":1899,"service_tier":"standard"}},"requestId":"req_011CWzHUMiQrGsZs6DTWuLzm","type":"assistant","uuid":"5a993bb3-b81f-4ce9-b3f2-aba95dcc8b5e","timestamp":"2026-01-10T19:55:29.746Z"}
{"parentUuid":"5a993bb3-b81f-4ce9-b3f2-aba95dcc8b5e","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01GVCk27UByavwRfST55TT2b","type":"tool_result","content":"The file C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py has been updated successfully."}]},"uuid":"5bb6a4b5-d111-4f9c-af07-9ef0acbb67d3","timestamp":"2026-01-10T19:55:31.686Z","toolUseResult":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","oldString":"self.feature_graph = FeatureGraph(project_dir)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Use Claude to analyze features and decide parallelization.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n completed = stats.get(\"passing\", 0)\n\n # Prepare features for analysis\n features_data = []\n for f in features[:20]: # Limit to 20 for context\n features_data.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_data, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Quick analysis using Claude\n try:\n # Use a lightweight client for analysis\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n # Parse response\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")","newString":"self.feature_graph = FeatureGraph(project_dir)\n self.scheduler = SmartScheduler(project_dir, min_parallel, max_parallel)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n self._claude_threshold = 0.6 # Use Claude if scheduler confidence below this\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Analyze features and decide parallelization.\n\n Uses fast heuristic-based SmartScheduler first. Only consults\n Claude if the scheduler has low confidence in its decision.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n\n # First, try the fast heuristic-based scheduler\n features_data = [\n {\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"description\": f.description,\n \"steps\": f.steps,\n }\n for f in features\n ]\n\n scheduler_decision = self.scheduler.make_decision(features_data, in_progress)\n\n # If scheduler is confident, use its decision\n if scheduler_decision.confidence >= self._claude_threshold:\n feature_map = {f.id: f for f in features}\n selected_features = [\n feature_map[fid]\n for fid in scheduler_decision.feature_ids\n if fid in feature_map\n ]\n\n logger.info(\n f\"Scheduler decision (confidence={scheduler_decision.confidence:.2f}): \"\n f\"{scheduler_decision.parallelism} agents\"\n )\n\n return OrchestrationDecision(\n recommended_parallelism=scheduler_decision.parallelism,\n features_to_run=selected_features,\n reasoning=f\"[Heuristic] {scheduler_decision.reasoning}\",\n risk_level=scheduler_decision.risk_level,\n estimated_duration_minutes=scheduler_decision.estimated_duration,\n )\n\n # Scheduler is uncertain - consult Claude for a better decision\n logger.info(\n f\"Scheduler uncertain (confidence={scheduler_decision.confidence:.2f}), \"\n \"consulting Claude...\"\n )\n\n # Prepare features for Claude analysis\n features_analysis = []\n for f in features[:20]: # Limit to 20 for context\n features_analysis.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n completed = stats.get(\"passing\", 0)\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_analysis, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Call Claude for analysis\n try:\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")","originalFile":"\"\"\"\nSmart Orchestrator\n==================\n\nUses Claude to dynamically decide how many agents to run in parallel\nbased on feature analysis, complexity estimation, and conflict prediction.\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nfrom dataclasses import dataclass, field\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom claude_agent_sdk import ClaudeSDKClient\n\nfrom parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom server.services.smart_scheduler import SmartScheduler\nfrom progress import get_feature_stats\n\nlogger = logging.getLogger(__name__)\n\n\n@dataclass\nclass FeatureCluster:\n \"\"\"A group of features that can safely run together.\"\"\"\n features: list[ParallelFeature]\n estimated_parallelism: int\n reasoning: str\n predicted_conflicts: list[str] = field(default_factory=list)\n total_complexity: int = 0\n\n\n@dataclass\nclass OrchestrationDecision:\n \"\"\"Decision about how to run features.\"\"\"\n recommended_parallelism: int\n features_to_run: list[ParallelFeature]\n reasoning: str\n risk_level: str # \"low\", \"medium\", \"high\"\n estimated_duration_minutes: int = 0\n\n\nANALYSIS_PROMPT = \"\"\"You are an expert software architect analyzing features for parallel execution.\n\nGiven these pending features, analyze them and decide:\n1. How many can safely run in parallel\n2. Which specific features to run together\n3. Risk assessment for parallel execution\n\nConsider:\n- Features touching similar files/directories should NOT run together\n- UI features can often parallelize with backend features\n- Database/schema changes should run alone\n- Test features can parallelize with implementation features\n- Simple features (1-2 steps) are safer to parallelize than complex ones\n\n## Pending Features\n\n{features_json}\n\n## Current State\n- Features in progress: {in_progress_count}\n- Features completed: {completed_count}\n- Recent failures: {recent_failures}\n\n## Response Format\n\nRespond with a JSON object:\n```json\n{{\n \"recommended_parallelism\": ,\n \"feature_ids_to_run\": [],\n \"reasoning\": \"\",\n \"risk_level\": \"\",\n \"estimated_minutes\": ,\n \"clusters\": [\n {{\n \"feature_ids\": [],\n \"reason\": \"\"\n }}\n ],\n \"warnings\": [\"\"]\n}}\n```\n\nBe conservative - it's better to run fewer in parallel than risk conflicts.\n\"\"\"\n\n\nclass SmartOrchestrator:\n \"\"\"\n Intelligent orchestrator that uses Claude to make parallelization decisions.\n\n Instead of a fixed max_parallel, this orchestrator:\n 1. Analyzes pending features using Claude\n 2. Clusters features by predicted file conflicts\n 3. Estimates complexity and risk\n 4. Dynamically adjusts parallelism based on conditions\n \"\"\"\n\n def __init__(\n self,\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n min_parallel: int = 1,\n max_parallel: int = 5,\n yolo_mode: bool = False,\n ):\n \"\"\"\n Initialize the smart orchestrator.\n\n Args:\n project_dir: Path to the project directory\n model: Claude model for both analysis and coding\n min_parallel: Minimum parallel agents\n max_parallel: Maximum parallel agents (cap)\n yolo_mode: Skip testing if True\n \"\"\"\n self.project_dir = project_dir\n self.model = model\n self.min_parallel = min_parallel\n self.max_parallel = max_parallel\n self.yolo_mode = yolo_mode\n\n self.feature_graph = FeatureGraph(project_dir)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Use Claude to analyze features and decide parallelization.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n completed = stats.get(\"passing\", 0)\n\n # Prepare features for analysis\n features_data = []\n for f in features[:20]: # Limit to 20 for context\n features_data.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_data, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Quick analysis using Claude\n try:\n # Use a lightweight client for analysis\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n # Parse response\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")\n\n # Map feature IDs to features\n feature_map = {f.id: f for f in features}\n features_to_run = [\n feature_map[fid]\n for fid in decision_data.get(\"feature_ids_to_run\", [])\n if fid in feature_map\n ]\n\n # Apply caps\n parallelism = min(\n max(decision_data.get(\"recommended_parallelism\", 1), self.min_parallel),\n self.max_parallel,\n )\n\n return OrchestrationDecision(\n recommended_parallelism=parallelism,\n features_to_run=features_to_run[:parallelism],\n reasoning=decision_data.get(\"reasoning\", \"Analysis complete\"),\n risk_level=decision_data.get(\"risk_level\", \"medium\"),\n estimated_duration_minutes=decision_data.get(\"estimated_minutes\", 30),\n )\n\n except Exception as e:\n logger.warning(f\"Analysis failed, using fallback: {e}\")\n return self._fallback_decision(features)\n\n def _fallback_decision(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Fallback decision when Claude analysis fails.\n\n Uses simple heuristics based on feature categories.\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No features available\",\n risk_level=\"low\",\n )\n\n # Group by category\n categories = {}\n for f in features:\n cat = f.category.lower()\n if cat not in categories:\n categories[cat] = []\n categories[cat].append(f)\n\n # Pick one from each category (up to max)\n selected = []\n for cat, cat_features in categories.items():\n if len(selected) < self.max_parallel:\n selected.append(cat_features[0])\n\n # If we have room and features left, add more\n remaining = [f for f in features if f not in selected]\n while len(selected) < self.min_parallel and remaining:\n selected.append(remaining.pop(0))\n\n return OrchestrationDecision(\n recommended_parallelism=len(selected),\n features_to_run=selected,\n reasoning=\"Fallback: One feature per category\",\n risk_level=\"medium\",\n )\n\n async def run_smart(\n self,\n max_iterations: Optional[int] = None,\n ) -> dict:\n \"\"\"\n Run the smart orchestration loop.\n\n Args:\n max_iterations: Maximum iteration cycles\n\n Returns:\n Summary statistics\n \"\"\"\n print(\"\\n\" + \"=\" * 70)\n print(\" SMART ORCHESTRATOR\")\n print(\"=\" * 70)\n print(f\"\\nProject: {self.project_dir}\")\n print(f\"Model: {self.model}\")\n print(f\"Parallelism range: {self.min_parallel}-{self.max_parallel}\")\n print()\n\n total_completed = 0\n total_failed = 0\n iteration = 0\n\n while True:\n iteration += 1\n\n if max_iterations and iteration > max_iterations:\n print(f\"\\nReached max iterations ({max_iterations})\")\n break\n\n # Get available features\n features = self.feature_graph.get_parallelizable_features(\n count=20, # Get more for analysis\n )\n\n if not features:\n stats = get_feature_stats(self.project_dir)\n if stats and stats.get(\"pending\", 0) == 0:\n print(\"\\n All features completed!\")\n break\n print(\"\\nNo parallelizable features, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Analyze and decide\n print(f\"\\n--- Iteration {iteration} ---\")\n print(f\"Analyzing {len(features)} pending features...\")\n\n decision = await self.analyze_features(features)\n\n print(f\"\\nDecision: Run {decision.recommended_parallelism} agents in parallel\")\n print(f\"Risk level: {decision.risk_level}\")\n print(f\"Reasoning: {decision.reasoning}\")\n print(f\"\\nFeatures selected:\")\n for f in decision.features_to_run:\n print(f\" - #{f.id}: {f.name} [{f.category}]\")\n\n if not decision.features_to_run:\n print(\"\\nNo features selected, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Create runner with dynamic parallelism\n runner = ParallelAgentRunner(\n project_dir=self.project_dir,\n model=self.model,\n max_parallel=decision.recommended_parallelism,\n yolo_mode=self.yolo_mode,\n )\n\n # Run the selected features\n tasks = []\n for i, feature in enumerate(decision.features_to_run):\n agent_id = f\"smart-{iteration}-{i}\"\n task = asyncio.create_task(\n runner.run_single_feature(feature, agent_id)\n )\n tasks.append((feature, task))\n\n # Wait for completion\n for feature, task in tasks:\n try:\n result = await task\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name}\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")\n\n # Brief delay\n await asyncio.sleep(3)\n\n return {\n \"total_completed\": total_completed,\n \"total_failed\": total_failed,\n \"iterations\": iteration,\n }\n\n\nasync def run_smart_orchestrator(\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n max_iterations: Optional[int] = None,\n yolo_mode: bool = False,\n) -> dict:\n \"\"\"\n Convenience function to run smart orchestrator.\n\n Args:\n project_dir: Project directory\n model: Claude model\n max_iterations: Max iterations\n yolo_mode: Skip testing\n\n Returns:\n Summary statistics\n \"\"\"\n orchestrator = SmartOrchestrator(\n project_dir=project_dir,\n model=model,\n yolo_mode=yolo_mode,\n )\n\n return await orchestrator.run_smart(max_iterations=max_iterations)\n\n\nif __name__ == \"__main__\":\n import argparse\n\n parser = argparse.ArgumentParser(description=\"Smart orchestrator for parallel coding\")\n parser.add_argument(\n \"--project-dir\",\n type=str,\n required=True,\n help=\"Project directory\",\n )\n parser.add_argument(\n \"--model\",\n type=str,\n default=\"claude-sonnet-4-20250514\",\n help=\"Claude model\",\n )\n parser.add_argument(\n \"--max-iterations\",\n type=int,\n default=None,\n help=\"Maximum iterations\",\n )\n parser.add_argument(\n \"--yolo\",\n action=\"store_true\",\n help=\"YOLO mode (skip testing)\",\n )\n\n args = parser.parse_args()\n\n project_path = Path(args.project_dir)\n if not project_path.is_absolute():\n try:\n from registry import get_project_path\n resolved = get_project_path(args.project_dir)\n if resolved:\n project_path = resolved\n except ImportError:\n pass\n\n result = asyncio.run(run_smart_orchestrator(\n project_dir=project_path,\n model=args.model,\n max_iterations=args.max_iterations,\n yolo_mode=args.yolo,\n ))\n\n print(\"\\n\" + \"=\" * 70)\n print(\" ORCHESTRATION COMPLETE\")\n print(\"=\" * 70)\n print(f\"\\nCompleted: {result['total_completed']}\")\n print(f\"Failed: {result['total_failed']}\")\n print(f\"Iterations: {result['iterations']}\")\n","structuredPatch":[{"oldStart":126,"oldLines":16,"newStart":126,"newLines":21,"lines":[" self.yolo_mode = yolo_mode"," "," self.feature_graph = FeatureGraph(project_dir)","+ self.scheduler = SmartScheduler(project_dir, min_parallel, max_parallel)"," self._recent_failures: list[str] = []"," self._analysis_cache: dict[str, OrchestrationDecision] = {}","+ self._claude_threshold = 0.6 # Use Claude if scheduler confidence below this"," "," async def analyze_features("," self,"," features: list[ParallelFeature],"," ) -> OrchestrationDecision:"," \"\"\"","- Use Claude to analyze features and decide parallelization.","+ Analyze features and decide parallelization."," ","+ Uses fast heuristic-based SmartScheduler first. Only consults","+ Claude if the scheduler has low confidence in its decision.","+"," Args:"," features: List of pending features"," "]},{"oldStart":153,"oldLines":12,"newStart":158,"newLines":53,"lines":[" # Get current stats"," stats = get_feature_stats(self.project_dir) or {}"," in_progress = stats.get(\"in_progress\", 0)","- completed = stats.get(\"passing\", 0)"," ","- # Prepare features for analysis","- features_data = []","+ # First, try the fast heuristic-based scheduler","+ features_data = [","+ {","+ \"id\": f.id,","+ \"name\": f.name,","+ \"category\": f.category,","+ \"description\": f.description,","+ \"steps\": f.steps,","+ }","+ for f in features","+ ]","+","+ scheduler_decision = self.scheduler.make_decision(features_data, in_progress)","+","+ # If scheduler is confident, use its decision","+ if scheduler_decision.confidence >= self._claude_threshold:","+ feature_map = {f.id: f for f in features}","+ selected_features = [","+ feature_map[fid]","+ for fid in scheduler_decision.feature_ids","+ if fid in feature_map","+ ]","+","+ logger.info(","+ f\"Scheduler decision (confidence={scheduler_decision.confidence:.2f}): \"","+ f\"{scheduler_decision.parallelism} agents\"","+ )","+","+ return OrchestrationDecision(","+ recommended_parallelism=scheduler_decision.parallelism,","+ features_to_run=selected_features,","+ reasoning=f\"[Heuristic] {scheduler_decision.reasoning}\",","+ risk_level=scheduler_decision.risk_level,","+ estimated_duration_minutes=scheduler_decision.estimated_duration,","+ )","+","+ # Scheduler is uncertain - consult Claude for a better decision","+ logger.info(","+ f\"Scheduler uncertain (confidence={scheduler_decision.confidence:.2f}), \"","+ \"consulting Claude...\"","+ )","+","+ # Prepare features for Claude analysis","+ features_analysis = []"," for f in features[:20]: # Limit to 20 for context","- features_data.append({","+ features_analysis.append({"," \"id\": f.id,"," \"name\": f.name,"," \"category\": f.category,"]},{"oldStart":168,"oldLines":16,"newStart":214,"newLines":16,"lines":[" \"complexity\": f.estimated_complexity,"," })"," ","+ completed = stats.get(\"passing\", 0)"," prompt = ANALYSIS_PROMPT.format(","- features_json=json.dumps(features_data, indent=2),","+ features_json=json.dumps(features_analysis, indent=2),"," in_progress_count=in_progress,"," completed_count=completed,"," recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\","," )"," ","- # Quick analysis using Claude","+ # Call Claude for analysis"," try:","- # Use a lightweight client for analysis"," from anthropic import Anthropic"," client = Anthropic()"," "]},{"oldStart":187,"oldLines":7,"newStart":233,"newLines":6,"lines":[" messages=[{\"role\": \"user\", \"content\": prompt}],"," )"," ","- # Parse response"," response_text = response.content[0].text"," "," # Extract JSON from response"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"5a993bb3-b81f-4ce9-b3f2-aba95dcc8b5e"}
{"parentUuid":"5bb6a4b5-d111-4f9c-af07-9ef0acbb67d3","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_018Bvcmq9XeWRxmGfKGDZRhd","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Good, now let me also update the fallback method and the run_smart method to record results back to the scheduler so it can learn.","signature":"EqsCCkYICxgCKkByKJG9khPiYTm1RshGCI97cYcrfLXZJm4QTgmgQNLcEr1A/iFECGJWNmuk1wiyRMO0MLkFBFoUUl/DGnqWQFrBEgwZM6XfvF3iNx2xLTcaDMPWXQHY3jGoQudoMyIwW0veB3eNAXUtycXwEgL0Y2Mul+s+UPSBH8hHxj8tb3XXq3M94yPVXhYgJMN3h8EsKpIBEkK9GZ0tbfW3NeD+TF3ntJElOwE8XfPUTsLw2F+TPLwyto8tVbliaFCk55ezA0jvc8OrYx2qsJlnzd1iayQeoQYg1mMrANUZMvNzWNslASno5yXClDaHpag9uvlglBAzF40wbJnoi58Zb9qnfxUuykSBLUXWrhs0uKkaJscVhfRAsQx0z5iBsMfOtw0K1vbbVJYYAQ=="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":2066,"cache_read_input_tokens":135057,"cache_creation":{"ephemeral_5m_input_tokens":2066,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"requestId":"req_011CWzHWFrVdMRSdpN2LoNGM","type":"assistant","uuid":"8e2d7c0d-d8a5-4b68-bfe0-183220e5589c","timestamp":"2026-01-10T19:55:38.949Z"}
{"parentUuid":"8e2d7c0d-d8a5-4b68-bfe0-183220e5589c","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_018Bvcmq9XeWRxmGfKGDZRhd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01SW89br3VqgvwJA6AjNULdw","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","offset":200,"limit":100}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":2066,"cache_read_input_tokens":135057,"cache_creation":{"ephemeral_5m_input_tokens":2066,"ephemeral_1h_input_tokens":0},"output_tokens":161,"service_tier":"standard"}},"requestId":"req_011CWzHWFrVdMRSdpN2LoNGM","type":"assistant","uuid":"728440ed-a2c2-47c2-ba2a-7ae97746e510","timestamp":"2026-01-10T19:55:39.571Z"}
{"parentUuid":"728440ed-a2c2-47c2-ba2a-7ae97746e510","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SW89br3VqgvwJA6AjNULdw","type":"tool_result","content":" 200→ f\"Scheduler uncertain (confidence={scheduler_decision.confidence:.2f}), \"\n 201→ \"consulting Claude...\"\n 202→ )\n 203→\n 204→ # Prepare features for Claude analysis\n 205→ features_analysis = []\n 206→ for f in features[:20]: # Limit to 20 for context\n 207→ features_analysis.append({\n 208→ \"id\": f.id,\n 209→ \"name\": f.name,\n 210→ \"category\": f.category,\n 211→ \"priority\": f.priority,\n 212→ \"description\": f.description[:200], # Truncate\n 213→ \"steps_count\": len(f.steps),\n 214→ \"complexity\": f.estimated_complexity,\n 215→ })\n 216→\n 217→ completed = stats.get(\"passing\", 0)\n 218→ prompt = ANALYSIS_PROMPT.format(\n 219→ features_json=json.dumps(features_analysis, indent=2),\n 220→ in_progress_count=in_progress,\n 221→ completed_count=completed,\n 222→ recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n 223→ )\n 224→\n 225→ # Call Claude for analysis\n 226→ try:\n 227→ from anthropic import Anthropic\n 228→ client = Anthropic()\n 229→\n 230→ response = client.messages.create(\n 231→ model=\"claude-sonnet-4-20250514\",\n 232→ max_tokens=1024,\n 233→ messages=[{\"role\": \"user\", \"content\": prompt}],\n 234→ )\n 235→\n 236→ response_text = response.content[0].text\n 237→\n 238→ # Extract JSON from response\n 239→ json_start = response_text.find(\"{\")\n 240→ json_end = response_text.rfind(\"}\") + 1\n 241→ if json_start >= 0 and json_end > json_start:\n 242→ decision_data = json.loads(response_text[json_start:json_end])\n 243→ else:\n 244→ raise ValueError(\"No JSON found in response\")\n 245→\n 246→ # Map feature IDs to features\n 247→ feature_map = {f.id: f for f in features}\n 248→ features_to_run = [\n 249→ feature_map[fid]\n 250→ for fid in decision_data.get(\"feature_ids_to_run\", [])\n 251→ if fid in feature_map\n 252→ ]\n 253→\n 254→ # Apply caps\n 255→ parallelism = min(\n 256→ max(decision_data.get(\"recommended_parallelism\", 1), self.min_parallel),\n 257→ self.max_parallel,\n 258→ )\n 259→\n 260→ return OrchestrationDecision(\n 261→ recommended_parallelism=parallelism,\n 262→ features_to_run=features_to_run[:parallelism],\n 263→ reasoning=decision_data.get(\"reasoning\", \"Analysis complete\"),\n 264→ risk_level=decision_data.get(\"risk_level\", \"medium\"),\n 265→ estimated_duration_minutes=decision_data.get(\"estimated_minutes\", 30),\n 266→ )\n 267→\n 268→ except Exception as e:\n 269→ logger.warning(f\"Analysis failed, using fallback: {e}\")\n 270→ return self._fallback_decision(features)\n 271→\n 272→ def _fallback_decision(\n 273→ self,\n 274→ features: list[ParallelFeature],\n 275→ ) -> OrchestrationDecision:\n 276→ \"\"\"\n 277→ Fallback decision when Claude analysis fails.\n 278→\n 279→ Uses simple heuristics based on feature categories.\n 280→ \"\"\"\n 281→ if not features:\n 282→ return OrchestrationDecision(\n 283→ recommended_parallelism=0,\n 284→ features_to_run=[],\n 285→ reasoning=\"No features available\",\n 286→ risk_level=\"low\",\n 287→ )\n 288→\n 289→ # Group by category\n 290→ categories = {}\n 291→ for f in features:\n 292→ cat = f.category.lower()\n 293→ if cat not in categories:\n 294→ categories[cat] = []\n 295→ categories[cat].append(f)\n 296→\n 297→ # Pick one from each category (up to max)\n 298→ selected = []\n 299→ for cat, cat_features in categories.items():\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"1e67363a-32c1-4166-b09f-bb21f7b28489","timestamp":"2026-01-10T19:55:41.787Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","content":" f\"Scheduler uncertain (confidence={scheduler_decision.confidence:.2f}), \"\n \"consulting Claude...\"\n )\n\n # Prepare features for Claude analysis\n features_analysis = []\n for f in features[:20]: # Limit to 20 for context\n features_analysis.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n completed = stats.get(\"passing\", 0)\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_analysis, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Call Claude for analysis\n try:\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")\n\n # Map feature IDs to features\n feature_map = {f.id: f for f in features}\n features_to_run = [\n feature_map[fid]\n for fid in decision_data.get(\"feature_ids_to_run\", [])\n if fid in feature_map\n ]\n\n # Apply caps\n parallelism = min(\n max(decision_data.get(\"recommended_parallelism\", 1), self.min_parallel),\n self.max_parallel,\n )\n\n return OrchestrationDecision(\n recommended_parallelism=parallelism,\n features_to_run=features_to_run[:parallelism],\n reasoning=decision_data.get(\"reasoning\", \"Analysis complete\"),\n risk_level=decision_data.get(\"risk_level\", \"medium\"),\n estimated_duration_minutes=decision_data.get(\"estimated_minutes\", 30),\n )\n\n except Exception as e:\n logger.warning(f\"Analysis failed, using fallback: {e}\")\n return self._fallback_decision(features)\n\n def _fallback_decision(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Fallback decision when Claude analysis fails.\n\n Uses simple heuristics based on feature categories.\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No features available\",\n risk_level=\"low\",\n )\n\n # Group by category\n categories = {}\n for f in features:\n cat = f.category.lower()\n if cat not in categories:\n categories[cat] = []\n categories[cat].append(f)\n\n # Pick one from each category (up to max)\n selected = []\n for cat, cat_features in categories.items():","numLines":100,"startLine":200,"totalLines":502}},"sourceToolAssistantUUID":"728440ed-a2c2-47c2-ba2a-7ae97746e510"}
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{"parentUuid":"9f3095f5-a7d6-4628-88d4-0a7d112f43b2","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01KazEHAZC1qmhfTTaHUajaX","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013T23QxP8Ahxm7HNxs9HoQ1","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","offset":300,"limit":120}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1469,"cache_read_input_tokens":137123,"cache_creation":{"ephemeral_5m_input_tokens":1469,"ephemeral_1h_input_tokens":0},"output_tokens":151,"service_tier":"standard"}},"requestId":"req_011CWzHWz3FtK6LvtLtrKmLT","type":"assistant","uuid":"69b760fd-9a95-402f-be30-7bb27c468abd","timestamp":"2026-01-10T19:55:48.996Z"}
{"parentUuid":"69b760fd-9a95-402f-be30-7bb27c468abd","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013T23QxP8Ahxm7HNxs9HoQ1","type":"tool_result","content":" 300→ if len(selected) < self.max_parallel:\n 301→ selected.append(cat_features[0])\n 302→\n 303→ # If we have room and features left, add more\n 304→ remaining = [f for f in features if f not in selected]\n 305→ while len(selected) < self.min_parallel and remaining:\n 306→ selected.append(remaining.pop(0))\n 307→\n 308→ return OrchestrationDecision(\n 309→ recommended_parallelism=len(selected),\n 310→ features_to_run=selected,\n 311→ reasoning=\"Fallback: One feature per category\",\n 312→ risk_level=\"medium\",\n 313→ )\n 314→\n 315→ async def run_smart(\n 316→ self,\n 317→ max_iterations: Optional[int] = None,\n 318→ ) -> dict:\n 319→ \"\"\"\n 320→ Run the smart orchestration loop.\n 321→\n 322→ Args:\n 323→ max_iterations: Maximum iteration cycles\n 324→\n 325→ Returns:\n 326→ Summary statistics\n 327→ \"\"\"\n 328→ print(\"\\n\" + \"=\" * 70)\n 329→ print(\" SMART ORCHESTRATOR\")\n 330→ print(\"=\" * 70)\n 331→ print(f\"\\nProject: {self.project_dir}\")\n 332→ print(f\"Model: {self.model}\")\n 333→ print(f\"Parallelism range: {self.min_parallel}-{self.max_parallel}\")\n 334→ print()\n 335→\n 336→ total_completed = 0\n 337→ total_failed = 0\n 338→ iteration = 0\n 339→\n 340→ while True:\n 341→ iteration += 1\n 342→\n 343→ if max_iterations and iteration > max_iterations:\n 344→ print(f\"\\nReached max iterations ({max_iterations})\")\n 345→ break\n 346→\n 347→ # Get available features\n 348→ features = self.feature_graph.get_parallelizable_features(\n 349→ count=20, # Get more for analysis\n 350→ )\n 351→\n 352→ if not features:\n 353→ stats = get_feature_stats(self.project_dir)\n 354→ if stats and stats.get(\"pending\", 0) == 0:\n 355→ print(\"\\n All features completed!\")\n 356→ break\n 357→ print(\"\\nNo parallelizable features, waiting...\")\n 358→ await asyncio.sleep(5)\n 359→ continue\n 360→\n 361→ # Analyze and decide\n 362→ print(f\"\\n--- Iteration {iteration} ---\")\n 363→ print(f\"Analyzing {len(features)} pending features...\")\n 364→\n 365→ decision = await self.analyze_features(features)\n 366→\n 367→ print(f\"\\nDecision: Run {decision.recommended_parallelism} agents in parallel\")\n 368→ print(f\"Risk level: {decision.risk_level}\")\n 369→ print(f\"Reasoning: {decision.reasoning}\")\n 370→ print(f\"\\nFeatures selected:\")\n 371→ for f in decision.features_to_run:\n 372→ print(f\" - #{f.id}: {f.name} [{f.category}]\")\n 373→\n 374→ if not decision.features_to_run:\n 375→ print(\"\\nNo features selected, waiting...\")\n 376→ await asyncio.sleep(5)\n 377→ continue\n 378→\n 379→ # Create runner with dynamic parallelism\n 380→ runner = ParallelAgentRunner(\n 381→ project_dir=self.project_dir,\n 382→ model=self.model,\n 383→ max_parallel=decision.recommended_parallelism,\n 384→ yolo_mode=self.yolo_mode,\n 385→ )\n 386→\n 387→ # Run the selected features\n 388→ tasks = []\n 389→ for i, feature in enumerate(decision.features_to_run):\n 390→ agent_id = f\"smart-{iteration}-{i}\"\n 391→ task = asyncio.create_task(\n 392→ runner.run_single_feature(feature, agent_id)\n 393→ )\n 394→ tasks.append((feature, task))\n 395→\n 396→ # Wait for completion\n 397→ for feature, task in tasks:\n 398→ try:\n 399→ result = await task\n 400→ if result.success:\n 401→ total_completed += 1\n 402→ print(f\" Completed: #{feature.id} {feature.name}\")\n 403→ else:\n 404→ total_failed += 1\n 405→ self._recent_failures.append(f\"#{feature.id}\")\n 406→ print(f\" Failed: #{feature.id} - {result.error}\")\n 407→ except Exception as e:\n 408→ total_failed += 1\n 409→ self._recent_failures.append(f\"#{feature.id}\")\n 410→ print(f\" Error: #{feature.id} - {e}\")\n 411→\n 412→ # Brief delay\n 413→ await asyncio.sleep(3)\n 414→\n 415→ return {\n 416→ \"total_completed\": total_completed,\n 417→ \"total_failed\": total_failed,\n 418→ \"iterations\": iteration,\n 419→ }\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"5fc8b16b-b9b6-4a1e-8275-92ca30ab148a","timestamp":"2026-01-10T19:55:51.090Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","content":" if len(selected) < self.max_parallel:\n selected.append(cat_features[0])\n\n # If we have room and features left, add more\n remaining = [f for f in features if f not in selected]\n while len(selected) < self.min_parallel and remaining:\n selected.append(remaining.pop(0))\n\n return OrchestrationDecision(\n recommended_parallelism=len(selected),\n features_to_run=selected,\n reasoning=\"Fallback: One feature per category\",\n risk_level=\"medium\",\n )\n\n async def run_smart(\n self,\n max_iterations: Optional[int] = None,\n ) -> dict:\n \"\"\"\n Run the smart orchestration loop.\n\n Args:\n max_iterations: Maximum iteration cycles\n\n Returns:\n Summary statistics\n \"\"\"\n print(\"\\n\" + \"=\" * 70)\n print(\" SMART ORCHESTRATOR\")\n print(\"=\" * 70)\n print(f\"\\nProject: {self.project_dir}\")\n print(f\"Model: {self.model}\")\n print(f\"Parallelism range: {self.min_parallel}-{self.max_parallel}\")\n print()\n\n total_completed = 0\n total_failed = 0\n iteration = 0\n\n while True:\n iteration += 1\n\n if max_iterations and iteration > max_iterations:\n print(f\"\\nReached max iterations ({max_iterations})\")\n break\n\n # Get available features\n features = self.feature_graph.get_parallelizable_features(\n count=20, # Get more for analysis\n )\n\n if not features:\n stats = get_feature_stats(self.project_dir)\n if stats and stats.get(\"pending\", 0) == 0:\n print(\"\\n All features completed!\")\n break\n print(\"\\nNo parallelizable features, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Analyze and decide\n print(f\"\\n--- Iteration {iteration} ---\")\n print(f\"Analyzing {len(features)} pending features...\")\n\n decision = await self.analyze_features(features)\n\n print(f\"\\nDecision: Run {decision.recommended_parallelism} agents in parallel\")\n print(f\"Risk level: {decision.risk_level}\")\n print(f\"Reasoning: {decision.reasoning}\")\n print(f\"\\nFeatures selected:\")\n for f in decision.features_to_run:\n print(f\" - #{f.id}: {f.name} [{f.category}]\")\n\n if not decision.features_to_run:\n print(\"\\nNo features selected, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Create runner with dynamic parallelism\n runner = ParallelAgentRunner(\n project_dir=self.project_dir,\n model=self.model,\n max_parallel=decision.recommended_parallelism,\n yolo_mode=self.yolo_mode,\n )\n\n # Run the selected features\n tasks = []\n for i, feature in enumerate(decision.features_to_run):\n agent_id = f\"smart-{iteration}-{i}\"\n task = asyncio.create_task(\n runner.run_single_feature(feature, agent_id)\n )\n tasks.append((feature, task))\n\n # Wait for completion\n for feature, task in tasks:\n try:\n result = await task\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name}\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")\n\n # Brief delay\n await asyncio.sleep(3)\n\n return {\n \"total_completed\": total_completed,\n \"total_failed\": total_failed,\n \"iterations\": iteration,\n }","numLines":120,"startLine":300,"totalLines":502}},"sourceToolAssistantUUID":"69b760fd-9a95-402f-be30-7bb27c468abd"}
{"parentUuid":"5fc8b16b-b9b6-4a1e-8275-92ca30ab148a","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01LLDRq8etdvuZiuRQjah1ad","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me update the run_smart method to record results to the scheduler for learning. I'll update the section where results are processed.","signature":"ErUCCkYICxgCKkDyBT9OHJDjZeG3q4fMUKu23j/hgug2VZ44wpFa7xGhjFVqZnA0GVyKIobQFoN0YFoMzw28XzHt5esqmz6/rRwjEgykyZoVi3Dh59vzxt4aDB2GXvbpPr+2dQEU7yIwRRLz53+5+fAjT59DQcYAzlvUsw8H6+wCb5NqO9uaktajgCTHZurBAshcAf4i4xdoKpwBuDv239DBvubamDZwWbTh+a0+UK3WD7KU6SC8R3FxnB7q3phS76Ld8/668r4BowMKkcZct2HrdxByL2n5R1H8x4Db7QiUbmjDmy5bnlq9/ezgqqOaZYXnZBUoRDbMFhfGibGBByMs1pLeuPo9/CNHvdoCU2xs8maddtoz0+GpKtXXhn9ybcxEn926F4V41ufkhISgz2wyysI3IJ8MGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1680,"cache_read_input_tokens":138592,"cache_creation":{"ephemeral_5m_input_tokens":1680,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"requestId":"req_011CWzHXf6GFdgFLY9wi6btx","type":"assistant","uuid":"52b8a165-9418-4245-ad7f-c7102a2417c3","timestamp":"2026-01-10T19:55:57.908Z"}
{"parentUuid":"52b8a165-9418-4245-ad7f-c7102a2417c3","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01LLDRq8etdvuZiuRQjah1ad","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Ep4DNrxTCvjWEYSXVc5hSF","name":"Edit","input":{"replace_all":false,"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","old_string":"# Wait for completion\n for feature, task in tasks:\n try:\n result = await task\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name}\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")","new_string":"# Wait for completion and record results for learning\n parallelism_level = decision.recommended_parallelism\n for feature, task in tasks:\n try:\n result = await task\n # Record result for scheduler learning\n self.scheduler.record_result(\n feature_id=feature.id,\n feature_name=feature.name,\n category=feature.category,\n success=result.success,\n duration_seconds=result.duration_seconds,\n files_touched=result.files_touched,\n parallelism_level=parallelism_level,\n )\n\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name} ({result.duration_seconds:.1f}s)\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")\n # Record failure\n self.scheduler.record_result(\n feature_id=feature.id,\n feature_name=feature.name,\n category=feature.category,\n success=False,\n duration_seconds=0,\n files_touched=[],\n parallelism_level=parallelism_level,\n )"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1680,"cache_read_input_tokens":138592,"cache_creation":{"ephemeral_5m_input_tokens":1680,"ephemeral_1h_input_tokens":0},"output_tokens":745,"service_tier":"standard"}},"requestId":"req_011CWzHXf6GFdgFLY9wi6btx","type":"assistant","uuid":"0c395efd-6901-450e-9133-dfeed8f86760","timestamp":"2026-01-10T19:56:03.364Z"}
{"parentUuid":"0c395efd-6901-450e-9133-dfeed8f86760","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Ep4DNrxTCvjWEYSXVc5hSF","type":"tool_result","content":"The file C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py has been updated successfully."}]},"uuid":"a6bc4057-0710-4daf-99ab-8a41ff2190cd","timestamp":"2026-01-10T19:56:05.110Z","toolUseResult":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\smart_orchestrator.py","oldString":"# Wait for completion\n for feature, task in tasks:\n try:\n result = await task\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name}\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")","newString":"# Wait for completion and record results for learning\n parallelism_level = decision.recommended_parallelism\n for feature, task in tasks:\n try:\n result = await task\n # Record result for scheduler learning\n self.scheduler.record_result(\n feature_id=feature.id,\n feature_name=feature.name,\n category=feature.category,\n success=result.success,\n duration_seconds=result.duration_seconds,\n files_touched=result.files_touched,\n parallelism_level=parallelism_level,\n )\n\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name} ({result.duration_seconds:.1f}s)\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")\n # Record failure\n self.scheduler.record_result(\n feature_id=feature.id,\n feature_name=feature.name,\n category=feature.category,\n success=False,\n duration_seconds=0,\n files_touched=[],\n parallelism_level=parallelism_level,\n )","originalFile":"\"\"\"\nSmart Orchestrator\n==================\n\nUses Claude to dynamically decide how many agents to run in parallel\nbased on feature analysis, complexity estimation, and conflict prediction.\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nfrom dataclasses import dataclass, field\nfrom pathlib import Path\nfrom typing import Optional\n\nfrom claude_agent_sdk import ClaudeSDKClient\n\nfrom parallel_agent import ParallelAgentRunner, AgentResult\nfrom server.services.feature_graph import FeatureGraph, ParallelFeature\nfrom server.services.smart_scheduler import SmartScheduler\nfrom progress import get_feature_stats\n\nlogger = logging.getLogger(__name__)\n\n\n@dataclass\nclass FeatureCluster:\n \"\"\"A group of features that can safely run together.\"\"\"\n features: list[ParallelFeature]\n estimated_parallelism: int\n reasoning: str\n predicted_conflicts: list[str] = field(default_factory=list)\n total_complexity: int = 0\n\n\n@dataclass\nclass OrchestrationDecision:\n \"\"\"Decision about how to run features.\"\"\"\n recommended_parallelism: int\n features_to_run: list[ParallelFeature]\n reasoning: str\n risk_level: str # \"low\", \"medium\", \"high\"\n estimated_duration_minutes: int = 0\n\n\nANALYSIS_PROMPT = \"\"\"You are an expert software architect analyzing features for parallel execution.\n\nGiven these pending features, analyze them and decide:\n1. How many can safely run in parallel\n2. Which specific features to run together\n3. Risk assessment for parallel execution\n\nConsider:\n- Features touching similar files/directories should NOT run together\n- UI features can often parallelize with backend features\n- Database/schema changes should run alone\n- Test features can parallelize with implementation features\n- Simple features (1-2 steps) are safer to parallelize than complex ones\n\n## Pending Features\n\n{features_json}\n\n## Current State\n- Features in progress: {in_progress_count}\n- Features completed: {completed_count}\n- Recent failures: {recent_failures}\n\n## Response Format\n\nRespond with a JSON object:\n```json\n{{\n \"recommended_parallelism\": ,\n \"feature_ids_to_run\": [],\n \"reasoning\": \"\",\n \"risk_level\": \"\",\n \"estimated_minutes\": ,\n \"clusters\": [\n {{\n \"feature_ids\": [],\n \"reason\": \"\"\n }}\n ],\n \"warnings\": [\"\"]\n}}\n```\n\nBe conservative - it's better to run fewer in parallel than risk conflicts.\n\"\"\"\n\n\nclass SmartOrchestrator:\n \"\"\"\n Intelligent orchestrator that uses Claude to make parallelization decisions.\n\n Instead of a fixed max_parallel, this orchestrator:\n 1. Analyzes pending features using Claude\n 2. Clusters features by predicted file conflicts\n 3. Estimates complexity and risk\n 4. Dynamically adjusts parallelism based on conditions\n \"\"\"\n\n def __init__(\n self,\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n min_parallel: int = 1,\n max_parallel: int = 5,\n yolo_mode: bool = False,\n ):\n \"\"\"\n Initialize the smart orchestrator.\n\n Args:\n project_dir: Path to the project directory\n model: Claude model for both analysis and coding\n min_parallel: Minimum parallel agents\n max_parallel: Maximum parallel agents (cap)\n yolo_mode: Skip testing if True\n \"\"\"\n self.project_dir = project_dir\n self.model = model\n self.min_parallel = min_parallel\n self.max_parallel = max_parallel\n self.yolo_mode = yolo_mode\n\n self.feature_graph = FeatureGraph(project_dir)\n self.scheduler = SmartScheduler(project_dir, min_parallel, max_parallel)\n self._recent_failures: list[str] = []\n self._analysis_cache: dict[str, OrchestrationDecision] = {}\n self._claude_threshold = 0.6 # Use Claude if scheduler confidence below this\n\n async def analyze_features(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Analyze features and decide parallelization.\n\n Uses fast heuristic-based SmartScheduler first. Only consults\n Claude if the scheduler has low confidence in its decision.\n\n Args:\n features: List of pending features\n\n Returns:\n OrchestrationDecision with recommendations\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No pending features\",\n risk_level=\"low\",\n )\n\n # Get current stats\n stats = get_feature_stats(self.project_dir) or {}\n in_progress = stats.get(\"in_progress\", 0)\n\n # First, try the fast heuristic-based scheduler\n features_data = [\n {\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"description\": f.description,\n \"steps\": f.steps,\n }\n for f in features\n ]\n\n scheduler_decision = self.scheduler.make_decision(features_data, in_progress)\n\n # If scheduler is confident, use its decision\n if scheduler_decision.confidence >= self._claude_threshold:\n feature_map = {f.id: f for f in features}\n selected_features = [\n feature_map[fid]\n for fid in scheduler_decision.feature_ids\n if fid in feature_map\n ]\n\n logger.info(\n f\"Scheduler decision (confidence={scheduler_decision.confidence:.2f}): \"\n f\"{scheduler_decision.parallelism} agents\"\n )\n\n return OrchestrationDecision(\n recommended_parallelism=scheduler_decision.parallelism,\n features_to_run=selected_features,\n reasoning=f\"[Heuristic] {scheduler_decision.reasoning}\",\n risk_level=scheduler_decision.risk_level,\n estimated_duration_minutes=scheduler_decision.estimated_duration,\n )\n\n # Scheduler is uncertain - consult Claude for a better decision\n logger.info(\n f\"Scheduler uncertain (confidence={scheduler_decision.confidence:.2f}), \"\n \"consulting Claude...\"\n )\n\n # Prepare features for Claude analysis\n features_analysis = []\n for f in features[:20]: # Limit to 20 for context\n features_analysis.append({\n \"id\": f.id,\n \"name\": f.name,\n \"category\": f.category,\n \"priority\": f.priority,\n \"description\": f.description[:200], # Truncate\n \"steps_count\": len(f.steps),\n \"complexity\": f.estimated_complexity,\n })\n\n completed = stats.get(\"passing\", 0)\n prompt = ANALYSIS_PROMPT.format(\n features_json=json.dumps(features_analysis, indent=2),\n in_progress_count=in_progress,\n completed_count=completed,\n recent_failures=\", \".join(self._recent_failures[-5:]) or \"None\",\n )\n\n # Call Claude for analysis\n try:\n from anthropic import Anthropic\n client = Anthropic()\n\n response = client.messages.create(\n model=\"claude-sonnet-4-20250514\",\n max_tokens=1024,\n messages=[{\"role\": \"user\", \"content\": prompt}],\n )\n\n response_text = response.content[0].text\n\n # Extract JSON from response\n json_start = response_text.find(\"{\")\n json_end = response_text.rfind(\"}\") + 1\n if json_start >= 0 and json_end > json_start:\n decision_data = json.loads(response_text[json_start:json_end])\n else:\n raise ValueError(\"No JSON found in response\")\n\n # Map feature IDs to features\n feature_map = {f.id: f for f in features}\n features_to_run = [\n feature_map[fid]\n for fid in decision_data.get(\"feature_ids_to_run\", [])\n if fid in feature_map\n ]\n\n # Apply caps\n parallelism = min(\n max(decision_data.get(\"recommended_parallelism\", 1), self.min_parallel),\n self.max_parallel,\n )\n\n return OrchestrationDecision(\n recommended_parallelism=parallelism,\n features_to_run=features_to_run[:parallelism],\n reasoning=decision_data.get(\"reasoning\", \"Analysis complete\"),\n risk_level=decision_data.get(\"risk_level\", \"medium\"),\n estimated_duration_minutes=decision_data.get(\"estimated_minutes\", 30),\n )\n\n except Exception as e:\n logger.warning(f\"Analysis failed, using fallback: {e}\")\n return self._fallback_decision(features)\n\n def _fallback_decision(\n self,\n features: list[ParallelFeature],\n ) -> OrchestrationDecision:\n \"\"\"\n Fallback decision when Claude analysis fails.\n\n Uses simple heuristics based on feature categories.\n \"\"\"\n if not features:\n return OrchestrationDecision(\n recommended_parallelism=0,\n features_to_run=[],\n reasoning=\"No features available\",\n risk_level=\"low\",\n )\n\n # Group by category\n categories = {}\n for f in features:\n cat = f.category.lower()\n if cat not in categories:\n categories[cat] = []\n categories[cat].append(f)\n\n # Pick one from each category (up to max)\n selected = []\n for cat, cat_features in categories.items():\n if len(selected) < self.max_parallel:\n selected.append(cat_features[0])\n\n # If we have room and features left, add more\n remaining = [f for f in features if f not in selected]\n while len(selected) < self.min_parallel and remaining:\n selected.append(remaining.pop(0))\n\n return OrchestrationDecision(\n recommended_parallelism=len(selected),\n features_to_run=selected,\n reasoning=\"Fallback: One feature per category\",\n risk_level=\"medium\",\n )\n\n async def run_smart(\n self,\n max_iterations: Optional[int] = None,\n ) -> dict:\n \"\"\"\n Run the smart orchestration loop.\n\n Args:\n max_iterations: Maximum iteration cycles\n\n Returns:\n Summary statistics\n \"\"\"\n print(\"\\n\" + \"=\" * 70)\n print(\" SMART ORCHESTRATOR\")\n print(\"=\" * 70)\n print(f\"\\nProject: {self.project_dir}\")\n print(f\"Model: {self.model}\")\n print(f\"Parallelism range: {self.min_parallel}-{self.max_parallel}\")\n print()\n\n total_completed = 0\n total_failed = 0\n iteration = 0\n\n while True:\n iteration += 1\n\n if max_iterations and iteration > max_iterations:\n print(f\"\\nReached max iterations ({max_iterations})\")\n break\n\n # Get available features\n features = self.feature_graph.get_parallelizable_features(\n count=20, # Get more for analysis\n )\n\n if not features:\n stats = get_feature_stats(self.project_dir)\n if stats and stats.get(\"pending\", 0) == 0:\n print(\"\\n All features completed!\")\n break\n print(\"\\nNo parallelizable features, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Analyze and decide\n print(f\"\\n--- Iteration {iteration} ---\")\n print(f\"Analyzing {len(features)} pending features...\")\n\n decision = await self.analyze_features(features)\n\n print(f\"\\nDecision: Run {decision.recommended_parallelism} agents in parallel\")\n print(f\"Risk level: {decision.risk_level}\")\n print(f\"Reasoning: {decision.reasoning}\")\n print(f\"\\nFeatures selected:\")\n for f in decision.features_to_run:\n print(f\" - #{f.id}: {f.name} [{f.category}]\")\n\n if not decision.features_to_run:\n print(\"\\nNo features selected, waiting...\")\n await asyncio.sleep(5)\n continue\n\n # Create runner with dynamic parallelism\n runner = ParallelAgentRunner(\n project_dir=self.project_dir,\n model=self.model,\n max_parallel=decision.recommended_parallelism,\n yolo_mode=self.yolo_mode,\n )\n\n # Run the selected features\n tasks = []\n for i, feature in enumerate(decision.features_to_run):\n agent_id = f\"smart-{iteration}-{i}\"\n task = asyncio.create_task(\n runner.run_single_feature(feature, agent_id)\n )\n tasks.append((feature, task))\n\n # Wait for completion\n for feature, task in tasks:\n try:\n result = await task\n if result.success:\n total_completed += 1\n print(f\" Completed: #{feature.id} {feature.name}\")\n else:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Failed: #{feature.id} - {result.error}\")\n except Exception as e:\n total_failed += 1\n self._recent_failures.append(f\"#{feature.id}\")\n print(f\" Error: #{feature.id} - {e}\")\n\n # Brief delay\n await asyncio.sleep(3)\n\n return {\n \"total_completed\": total_completed,\n \"total_failed\": total_failed,\n \"iterations\": iteration,\n }\n\n\nasync def run_smart_orchestrator(\n project_dir: Path,\n model: str = \"claude-sonnet-4-20250514\",\n max_iterations: Optional[int] = None,\n yolo_mode: bool = False,\n) -> dict:\n \"\"\"\n Convenience function to run smart orchestrator.\n\n Args:\n project_dir: Project directory\n model: Claude model\n max_iterations: Max iterations\n yolo_mode: Skip testing\n\n Returns:\n Summary statistics\n \"\"\"\n orchestrator = SmartOrchestrator(\n project_dir=project_dir,\n model=model,\n yolo_mode=yolo_mode,\n )\n\n return await orchestrator.run_smart(max_iterations=max_iterations)\n\n\nif __name__ == \"__main__\":\n import argparse\n\n parser = argparse.ArgumentParser(description=\"Smart orchestrator for parallel coding\")\n parser.add_argument(\n \"--project-dir\",\n type=str,\n required=True,\n help=\"Project directory\",\n )\n parser.add_argument(\n \"--model\",\n type=str,\n default=\"claude-sonnet-4-20250514\",\n help=\"Claude model\",\n )\n parser.add_argument(\n \"--max-iterations\",\n type=int,\n default=None,\n help=\"Maximum iterations\",\n )\n parser.add_argument(\n \"--yolo\",\n action=\"store_true\",\n help=\"YOLO mode (skip testing)\",\n )\n\n args = parser.parse_args()\n\n project_path = Path(args.project_dir)\n if not project_path.is_absolute():\n try:\n from registry import get_project_path\n resolved = get_project_path(args.project_dir)\n if resolved:\n project_path = resolved\n except ImportError:\n pass\n\n result = asyncio.run(run_smart_orchestrator(\n project_dir=project_path,\n model=args.model,\n max_iterations=args.max_iterations,\n yolo_mode=args.yolo,\n ))\n\n print(\"\\n\" + \"=\" * 70)\n print(\" ORCHESTRATION COMPLETE\")\n print(\"=\" * 70)\n print(f\"\\nCompleted: {result['total_completed']}\")\n print(f\"Failed: {result['total_failed']}\")\n print(f\"Iterations: {result['iterations']}\")\n","structuredPatch":[{"oldStart":393,"oldLines":13,"newStart":393,"newLines":25,"lines":[" )"," tasks.append((feature, task))"," ","- # Wait for completion","+ # Wait for completion and record results for learning","+ parallelism_level = decision.recommended_parallelism"," for feature, task in tasks:"," try:"," result = await task","+ # Record result for scheduler learning","+ self.scheduler.record_result(","+ feature_id=feature.id,","+ feature_name=feature.name,","+ category=feature.category,","+ success=result.success,","+ duration_seconds=result.duration_seconds,","+ files_touched=result.files_touched,","+ parallelism_level=parallelism_level,","+ )","+"," if result.success:"," total_completed += 1","- print(f\" Completed: #{feature.id} {feature.name}\")","+ print(f\" Completed: #{feature.id} {feature.name} ({result.duration_seconds:.1f}s)\")"," else:"," total_failed += 1"," self._recent_failures.append(f\"#{feature.id}\")"]},{"oldStart":408,"oldLines":6,"newStart":420,"newLines":16,"lines":[" total_failed += 1"," self._recent_failures.append(f\"#{feature.id}\")"," print(f\" Error: #{feature.id} - {e}\")","+ # Record failure","+ self.scheduler.record_result(","+ feature_id=feature.id,","+ feature_name=feature.name,","+ category=feature.category,","+ success=False,","+ duration_seconds=0,","+ files_touched=[],","+ parallelism_level=parallelism_level,","+ )"," "," # Brief delay"," await asyncio.sleep(3)"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"0c395efd-6901-450e-9133-dfeed8f86760"}
{"parentUuid":"a6bc4057-0710-4daf-99ab-8a41ff2190cd","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01ASWTFGQtu3G8oY7DCmfYsz","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now let me provide a summary of what was added for dynamic scheduling.","signature":"Eu4BCkYICxgCKkC1I5vPlislRdT4yHkfzOJP/fQkhtpaMr38zDXSfclslbjCJJsfz5McozEPRDvbib3kf2flnoTPFwTXo1khrfUcEgzt/9wNZ47+qIZ56nsaDP3hrkmS2c6D4tQLAyIwYmoxchOp52arzRP7Yw4eA26bA4IW3fIAZ22OIupo6e7aAef6n3J0DRJLbLjVycg5KlaortuWT0ZUvLB4Khd4GTHuAcErbnSkAssMuxm2gxL7a7HiR+hEyDYO9D0iexUHVkiCmjdJ6xJO5xoda4n097IAW8vxld9/8Xz4SHcbIlwprvQmRT1Y4BgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":808,"cache_read_input_tokens":140272,"cache_creation":{"ephemeral_5m_input_tokens":808,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"requestId":"req_011CWzHYhJVmixrTjJbqZWhT","type":"assistant","uuid":"821a0947-2062-43a7-8030-900f89a08b8b","timestamp":"2026-01-10T19:56:11.987Z"}
{"parentUuid":"821a0947-2062-43a7-8030-900f89a08b8b","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01ASWTFGQtu3G8oY7DCmfYsz","type":"message","role":"assistant","content":[{"type":"text","text":"Done! Here's what was added for dynamic scheduling:\n\n## Smart Scheduling System\n\n### SmartScheduler (`server/services/smart_scheduler.py`)\nFast heuristic-based scheduler that:\n- **Analyzes complexity** based on steps, description length, keywords\n- **Predicts file conflicts** from category and feature names\n- **Learns from history** - tracks past execution times and failure rates\n- **Adapts dynamically** - reduces parallelism after failures\n- **Detects solo features** - database migrations, refactors run alone\n\n### SmartOrchestrator (`smart_orchestrator.py`)\nTwo-tier decision system:\n1. **Fast path**: Uses SmartScheduler heuristics (instant)\n2. **Smart path**: Consults Claude when confidence < 0.6\n\n```\nDecision Flow:\n┌─────────────────────────────────────────────────────────┐\n│ Pending Features │\n└─────────────────┬───────────────────────────────────────┘\n ▼\n┌─────────────────────────────────────────────────────────┐\n│ SmartScheduler (heuristics) │\n│ - Category conflict detection │\n│ - Complexity scoring │\n│ - Historical performance │\n│ - File overlap prediction │\n└─────────────────┬───────────────────────────────────────┘\n ▼\n ┌─────────────────┐\n │ Confidence ≥ 0.6 │\n └────────┬────────┘\n │\n ┌────────────┴────────────┐\n ▼ ▼\n┌───────────┐ ┌───────────────┐\n│ Use fast │ │ Consult Claude │\n│ decision │ │ for analysis │\n└───────────┘ └───────────────┘\n```\n\n### API Endpoint (`/api/scheduler/`)\n- `POST /projects/{name}/analyze` - Get parallelization recommendation\n- `GET /projects/{name}/stats` - View learning statistics\n- `POST /projects/{name}/record-result` - Feed back results\n\n### Run It\n```bash\npython smart_orchestrator.py --project-dir my-project\n```\n\nThe scheduler learns over time - as it processes more features, its predictions improve and it needs Claude less often."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":808,"cache_read_input_tokens":140272,"cache_creation":{"ephemeral_5m_input_tokens":808,"ephemeral_1h_input_tokens":0},"output_tokens":612,"service_tier":"standard"}},"requestId":"req_011CWzHYhJVmixrTjJbqZWhT","type":"assistant","uuid":"8e8fde62-36ac-4037-9d9e-6fbc23ba7c1b","timestamp":"2026-01-10T19:56:22.409Z"}
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{"parentUuid":"57736de9-434b-407e-aaab-7c2ba07454e7","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":"Ok, I still use init.bat to start it?"},"uuid":"9c88bf26-e157-4c1d-8c85-bb7dd08ef1cd","timestamp":"2026-01-10T20:07:20.336Z","thinkingMetadata":{"level":"high","disabled":false,"triggers":[]},"todos":[]}
{"parentUuid":"9c88bf26-e157-4c1d-8c85-bb7dd08ef1cd","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01FDALdbVjapi8QFrVZpYaje","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The user is asking about how to start the Autocoder system. Let me check what init.bat does and whether we need to update it or create new start scripts for the new features.","signature":"EtcCCkYICxgCKkBbmzwl0/QTeFnGUeWTrKAJN1ZLaYldiz78Ut2Row0BYB4oy5a80XyJR5/6tE7zYp4XKEoIc0PP7J9dEYlc7ViJEgyJOYZerfx1NMPcRTIaDENzpVlC71UvnGtZECIwoZV/vujjXXNP0znJgbOyjaoJ6UemsNh9Idylxy+kSlYYUaE8/+Z/XgTKzoEif/irKr4By/i4tSBnkKsrcLDHVwtnJcnKnJfCg9eI9VgyEnK48A5zgrkQwA5x7cWYr/4UXE5YtAF51OeBD6eeejb15r/Jdr+mxD00blV68E5eXE4ZSuJy8IkavwLc1iFrppHbaNrnvFdogfgtFrfNhZnA9yqIVfg7QP2QLxwsIHz8+yWRjs/2XoPp6Snbl/O/jNTvIvgP6Y/AbXlrl9Bb4JElbTpshTOZZXCd/ASxIXtXc4DeyXLJnwUKWaNRcjeVJvEMbBgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":128347,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":128347,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard"}},"requestId":"req_011CWzJQL3TJthwWeMbHcZfm","type":"assistant","uuid":"221bd160-080e-44a5-ae58-8121616bbbd3","timestamp":"2026-01-10T20:07:27.999Z"}
{"parentUuid":"221bd160-080e-44a5-ae58-8121616bbbd3","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01FDALdbVjapi8QFrVZpYaje","type":"message","role":"assistant","content":[{"type":"text","text":"Let me check the current startup scripts."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":128347,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":128347,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard"}},"requestId":"req_011CWzJQL3TJthwWeMbHcZfm","type":"assistant","uuid":"eeab48d7-247d-41b6-ad81-93ddab54bbb1","timestamp":"2026-01-10T20:07:28.451Z"}
{"parentUuid":"eeab48d7-247d-41b6-ad81-93ddab54bbb1","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01FDALdbVjapi8QFrVZpYaje","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RaX4bcEFEBN6GBMZmCe7CF","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\start.bat"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":128347,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":128347,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard"}},"requestId":"req_011CWzJQL3TJthwWeMbHcZfm","type":"assistant","uuid":"ad4a3221-60d0-4099-88ff-1a5e0c5d9a51","timestamp":"2026-01-10T20:07:28.921Z"}
{"parentUuid":"ad4a3221-60d0-4099-88ff-1a5e0c5d9a51","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01FDALdbVjapi8QFrVZpYaje","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Fkq2JZeZMVERwVDyFHLS1A","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\start_ui.bat"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":128347,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":128347,"ephemeral_1h_input_tokens":0},"output_tokens":215,"service_tier":"standard"}},"requestId":"req_011CWzJQL3TJthwWeMbHcZfm","type":"assistant","uuid":"8687b9d3-08d6-4df4-a9bd-9838177319fa","timestamp":"2026-01-10T20:07:29.473Z"}
{"parentUuid":"ad4a3221-60d0-4099-88ff-1a5e0c5d9a51","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RaX4bcEFEBN6GBMZmCe7CF","type":"tool_result","content":" 1→@echo off\n 2→cd /d \"%~dp0\"\n 3→\n 4→echo.\n 5→echo ========================================\n 6→echo Autonomous Coding Agent\n 7→echo ========================================\n 8→echo.\n 9→\n 10→REM Check if Claude CLI is installed\n 11→where claude >nul 2>nul\n 12→if %errorlevel% neq 0 (\n 13→ echo [ERROR] Claude CLI not found\n 14→ echo.\n 15→ echo Please install Claude CLI first:\n 16→ echo https://claude.ai/download\n 17→ echo.\n 18→ echo Then run this script again.\n 19→ echo.\n 20→ pause\n 21→ exit /b 1\n 22→)\n 23→\n 24→echo [OK] Claude CLI found\n 25→\n 26→REM Check if user has credentials (check for ~/.claude/.credentials.json)\n 27→set \"CLAUDE_CREDS=%USERPROFILE%\\.claude\\.credentials.json\"\n 28→if exist \"%CLAUDE_CREDS%\" (\n 29→ echo [OK] Claude credentials found\n 30→ goto :setup_venv\n 31→)\n 32→\n 33→REM No credentials - prompt user to login\n 34→echo [!] Not authenticated with Claude\n 35→echo.\n 36→echo You need to run 'claude login' to authenticate.\n 37→echo This will open a browser window to sign in.\n 38→echo.\n 39→set /p \"LOGIN_CHOICE=Would you like to run 'claude login' now? (y/n): \"\n 40→\n 41→if /i \"%LOGIN_CHOICE%\"==\"y\" (\n 42→ echo.\n 43→ echo Running 'claude login'...\n 44→ echo Complete the login in your browser, then return here.\n 45→ echo.\n 46→ call claude login\n 47→\n 48→ REM Check if login succeeded\n 49→ if exist \"%CLAUDE_CREDS%\" (\n 50→ echo.\n 51→ echo [OK] Login successful!\n 52→ goto :setup_venv\n 53→ ) else (\n 54→ echo.\n 55→ echo [ERROR] Login failed or was cancelled.\n 56→ echo Please try again.\n 57→ pause\n 58→ exit /b 1\n 59→ )\n 60→) else (\n 61→ echo.\n 62→ echo Please run 'claude login' manually, then try again.\n 63→ pause\n 64→ exit /b 1\n 65→)\n 66→\n 67→:setup_venv\n 68→echo.\n 69→\n 70→REM Check if venv exists, create if not\n 71→if not exist \"venv\\Scripts\\activate.bat\" (\n 72→ echo Creating virtual environment...\n 73→ python -m venv venv\n 74→)\n 75→\n 76→REM Activate the virtual environment\n 77→call venv\\Scripts\\activate.bat\n 78→\n 79→REM Install dependencies\n 80→echo Installing dependencies...\n 81→pip install -r requirements.txt --quiet\n 82→\n 83→REM Run the app\n 84→python start.py\n 85→\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"f809851e-ff7b-4bb4-b44b-991cc1640889","timestamp":"2026-01-10T20:07:33.635Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\start.bat","content":"@echo off\ncd /d \"%~dp0\"\n\necho.\necho ========================================\necho Autonomous Coding Agent\necho ========================================\necho.\n\nREM Check if Claude CLI is installed\nwhere claude >nul 2>nul\nif %errorlevel% neq 0 (\n echo [ERROR] Claude CLI not found\n echo.\n echo Please install Claude CLI first:\n echo https://claude.ai/download\n echo.\n echo Then run this script again.\n echo.\n pause\n exit /b 1\n)\n\necho [OK] Claude CLI found\n\nREM Check if user has credentials (check for ~/.claude/.credentials.json)\nset \"CLAUDE_CREDS=%USERPROFILE%\\.claude\\.credentials.json\"\nif exist \"%CLAUDE_CREDS%\" (\n echo [OK] Claude credentials found\n goto :setup_venv\n)\n\nREM No credentials - prompt user to login\necho [!] Not authenticated with Claude\necho.\necho You need to run 'claude login' to authenticate.\necho This will open a browser window to sign in.\necho.\nset /p \"LOGIN_CHOICE=Would you like to run 'claude login' now? (y/n): \"\n\nif /i \"%LOGIN_CHOICE%\"==\"y\" (\n echo.\n echo Running 'claude login'...\n echo Complete the login in your browser, then return here.\n echo.\n call claude login\n\n REM Check if login succeeded\n if exist \"%CLAUDE_CREDS%\" (\n echo.\n echo [OK] Login successful!\n goto :setup_venv\n ) else (\n echo.\n echo [ERROR] Login failed or was cancelled.\n echo Please try again.\n pause\n exit /b 1\n )\n) else (\n echo.\n echo Please run 'claude login' manually, then try again.\n pause\n exit /b 1\n)\n\n:setup_venv\necho.\n\nREM Check if venv exists, create if not\nif not exist \"venv\\Scripts\\activate.bat\" (\n echo Creating virtual environment...\n python -m venv venv\n)\n\nREM Activate the virtual environment\ncall venv\\Scripts\\activate.bat\n\nREM Install dependencies\necho Installing dependencies...\npip install -r requirements.txt --quiet\n\nREM Run the app\npython start.py\n","numLines":85,"startLine":1,"totalLines":85}},"sourceToolAssistantUUID":"ad4a3221-60d0-4099-88ff-1a5e0c5d9a51"}
{"parentUuid":"8687b9d3-08d6-4df4-a9bd-9838177319fa","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Fkq2JZeZMVERwVDyFHLS1A","type":"tool_result","content":" 1→@echo off\n 2→cd /d \"%~dp0\"\n 3→REM AutoCoder UI Launcher for Windows\n 4→REM This script launches the web UI for the autonomous coding agent.\n 5→\n 6→echo.\n 7→echo ====================================\n 8→echo AutoCoder UI\n 9→echo ====================================\n 10→echo.\n 11→\n 12→REM Check if Python is available\n 13→where python >nul 2>&1\n 14→if %ERRORLEVEL% neq 0 (\n 15→ echo ERROR: Python not found in PATH\n 16→ echo Please install Python from https://python.org\n 17→ pause\n 18→ exit /b 1\n 19→)\n 20→\n 21→REM Check if venv exists, create if not\n 22→if not exist \"venv\" (\n 23→ echo Creating virtual environment...\n 24→ python -m venv venv\n 25→)\n 26→\n 27→REM Activate the virtual environment\n 28→call venv\\Scripts\\activate.bat\n 29→\n 30→REM Install dependencies\n 31→echo Installing dependencies...\n 32→pip install -r requirements.txt --quiet\n 33→\n 34→REM Run the Python launcher\n 35→python \"%~dp0start_ui.py\" %*\n 36→\n 37→pause\n 38→\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"e7783e21-8bee-4844-a7b9-65bab9497e95","timestamp":"2026-01-10T20:07:33.635Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\start_ui.bat","content":"@echo off\ncd /d \"%~dp0\"\nREM AutoCoder UI Launcher for Windows\nREM This script launches the web UI for the autonomous coding agent.\n\necho.\necho ====================================\necho AutoCoder UI\necho ====================================\necho.\n\nREM Check if Python is available\nwhere python >nul 2>&1\nif %ERRORLEVEL% neq 0 (\n echo ERROR: Python not found in PATH\n echo Please install Python from https://python.org\n pause\n exit /b 1\n)\n\nREM Check if venv exists, create if not\nif not exist \"venv\" (\n echo Creating virtual environment...\n python -m venv venv\n)\n\nREM Activate the virtual environment\ncall venv\\Scripts\\activate.bat\n\nREM Install dependencies\necho Installing dependencies...\npip install -r requirements.txt --quiet\n\nREM Run the Python launcher\npython \"%~dp0start_ui.py\" %*\n\npause\n","numLines":38,"startLine":1,"totalLines":38}},"sourceToolAssistantUUID":"8687b9d3-08d6-4df4-a9bd-9838177319fa"}
{"parentUuid":"e7783e21-8bee-4844-a7b9-65bab9497e95","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01H5oW2zYE1edGay3RExLjwm","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I see there are two startup scripts:\n1. `start.bat` - Runs the CLI version via `start.py`\n2. `start_ui.bat` - Runs the web UI via `start_ui.py`\n\nLet me check start_ui.py to see how it starts the server.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1624,"cache_read_input_tokens":141712,"cache_creation":{"ephemeral_5m_input_tokens":1624,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzJRTpoJLFDRrRzUjAfC","type":"assistant","uuid":"c43ee8dc-05ac-4a5c-9bef-6b47a5b50267","timestamp":"2026-01-10T20:07:41.288Z"}
{"parentUuid":"c43ee8dc-05ac-4a5c-9bef-6b47a5b50267","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01H5oW2zYE1edGay3RExLjwm","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017WkfRGesEGZxby7nask2dE","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\start_ui.py"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1624,"cache_read_input_tokens":141712,"cache_creation":{"ephemeral_5m_input_tokens":1624,"ephemeral_1h_input_tokens":0},"output_tokens":166,"service_tier":"standard"}},"requestId":"req_011CWzJRTpoJLFDRrRzUjAfC","type":"assistant","uuid":"d1d3c551-93b2-4807-afba-0c9e5bb9920d","timestamp":"2026-01-10T20:07:41.712Z"}
{"parentUuid":"d1d3c551-93b2-4807-afba-0c9e5bb9920d","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017WkfRGesEGZxby7nask2dE","type":"tool_result","content":" 1→#!/usr/bin/env python3\n 2→\"\"\"\n 3→AutoCoder UI Launcher\n 4→=====================\n 5→\n 6→Automated launcher that handles all setup:\n 7→1. Creates/activates Python virtual environment\n 8→2. Installs Python dependencies\n 9→3. Checks for Node.js\n 10→4. Installs npm dependencies\n 11→5. Builds React frontend (if needed)\n 12→6. Starts FastAPI server\n 13→7. Opens browser to the UI\n 14→\n 15→Usage:\n 16→ python start_ui.py [--dev]\n 17→\n 18→Options:\n 19→ --dev Run in development mode with Vite hot reload\n 20→\"\"\"\n 21→\n 22→import os\n 23→import shutil\n 24→import socket\n 25→import subprocess\n 26→import sys\n 27→import time\n 28→import webbrowser\n 29→from pathlib import Path\n 30→\n 31→ROOT = Path(__file__).parent.absolute()\n 32→VENV_DIR = ROOT / \"venv\"\n 33→UI_DIR = ROOT / \"ui\"\n 34→\n 35→\n 36→def print_step(step: int, total: int, message: str) -> None:\n 37→ \"\"\"Print a formatted step message.\"\"\"\n 38→ print(f\"\\n[{step}/{total}] {message}\")\n 39→ print(\"-\" * 50)\n 40→\n 41→\n 42→def find_available_port(start: int = 8888, max_attempts: int = 10) -> int:\n 43→ \"\"\"Find an available port starting from the given port.\"\"\"\n 44→ for port in range(start, start + max_attempts):\n 45→ try:\n 46→ with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:\n 47→ s.bind((\"127.0.0.1\", port))\n 48→ return port\n 49→ except OSError:\n 50→ continue\n 51→ raise RuntimeError(f\"No available ports found in range {start}-{start + max_attempts}\")\n 52→\n 53→\n 54→def get_venv_python() -> Path:\n 55→ \"\"\"Get the path to the virtual environment Python executable.\"\"\"\n 56→ if sys.platform == \"win32\":\n 57→ return VENV_DIR / \"Scripts\" / \"python.exe\"\n 58→ return VENV_DIR / \"bin\" / \"python\"\n 59→\n 60→\n 61→def run_command(cmd: list, cwd: Path | None = None, check: bool = True) -> bool:\n 62→ \"\"\"Run a command and return success status.\"\"\"\n 63→ try:\n 64→ subprocess.run(cmd, cwd=str(cwd) if cwd else None, check=check)\n 65→ return True\n 66→ except subprocess.CalledProcessError:\n 67→ return False\n 68→ except FileNotFoundError:\n 69→ return False\n 70→\n 71→\n 72→def setup_python_venv() -> bool:\n 73→ \"\"\"Create Python virtual environment if it doesn't exist.\"\"\"\n 74→ if VENV_DIR.exists() and get_venv_python().exists():\n 75→ print(\" Virtual environment already exists\")\n 76→ return True\n 77→\n 78→ print(\" Creating virtual environment...\")\n 79→ return run_command([sys.executable, \"-m\", \"venv\", str(VENV_DIR)])\n 80→\n 81→\n 82→def install_python_deps() -> bool:\n 83→ \"\"\"Install Python dependencies.\"\"\"\n 84→ venv_python = get_venv_python()\n 85→ requirements = ROOT / \"requirements.txt\"\n 86→\n 87→ if not requirements.exists():\n 88→ print(\" ERROR: requirements.txt not found\")\n 89→ return False\n 90→\n 91→ print(\" Installing Python dependencies...\")\n 92→ return run_command([\n 93→ str(venv_python), \"-m\", \"pip\", \"install\",\n 94→ \"-q\", \"--upgrade\", \"pip\"\n 95→ ]) and run_command([\n 96→ str(venv_python), \"-m\", \"pip\", \"install\",\n 97→ \"-q\", \"-r\", str(requirements)\n 98→ ])\n 99→\n 100→\n 101→def check_node() -> bool:\n 102→ \"\"\"Check if Node.js is installed.\"\"\"\n 103→ node = shutil.which(\"node\")\n 104→ npm = shutil.which(\"npm\")\n 105→\n 106→ if not node:\n 107→ print(\" ERROR: Node.js not found\")\n 108→ print(\" Please install Node.js from https://nodejs.org\")\n 109→ return False\n 110→\n 111→ if not npm:\n 112→ print(\" ERROR: npm not found\")\n 113→ print(\" Please install Node.js from https://nodejs.org\")\n 114→ return False\n 115→\n 116→ # Get version\n 117→ try:\n 118→ result = subprocess.run(\n 119→ [\"node\", \"--version\"],\n 120→ capture_output=True,\n 121→ text=True\n 122→ )\n 123→ print(f\" Node.js version: {result.stdout.strip()}\")\n 124→ except Exception:\n 125→ pass\n 126→\n 127→ return True\n 128→\n 129→\n 130→def install_npm_deps() -> bool:\n 131→ \"\"\"Install npm dependencies if node_modules doesn't exist.\"\"\"\n 132→ node_modules = UI_DIR / \"node_modules\"\n 133→\n 134→ if node_modules.exists():\n 135→ print(\" npm dependencies already installed\")\n 136→ return True\n 137→\n 138→ print(\" Installing npm dependencies (this may take a few minutes)...\")\n 139→ npm_cmd = \"npm.cmd\" if sys.platform == \"win32\" else \"npm\"\n 140→ return run_command([npm_cmd, \"install\"], cwd=UI_DIR)\n 141→\n 142→\n 143→def build_frontend() -> bool:\n 144→ \"\"\"Build the React frontend if dist doesn't exist.\"\"\"\n 145→ dist_dir = UI_DIR / \"dist\"\n 146→\n 147→ if dist_dir.exists():\n 148→ print(\" Frontend already built\")\n 149→ return True\n 150→\n 151→ print(\" Building React frontend...\")\n 152→ npm_cmd = \"npm.cmd\" if sys.platform == \"win32\" else \"npm\"\n 153→ return run_command([npm_cmd, \"run\", \"build\"], cwd=UI_DIR)\n 154→\n 155→\n 156→def start_dev_server(port: int) -> tuple:\n 157→ \"\"\"Start both Vite and FastAPI in development mode.\"\"\"\n 158→ venv_python = get_venv_python()\n 159→\n 160→ print(\"\\n Starting development servers...\")\n 161→ print(f\" - FastAPI backend: http://127.0.0.1:{port}\")\n 162→ print(\" - Vite frontend: http://127.0.0.1:5173\")\n 163→\n 164→ # Start FastAPI\n 165→ backend = subprocess.Popen([\n 166→ str(venv_python), \"-m\", \"uvicorn\",\n 167→ \"server.main:app\",\n 168→ \"--host\", \"127.0.0.1\",\n 169→ \"--port\", str(port),\n 170→ \"--reload\"\n 171→ ], cwd=str(ROOT))\n 172→\n 173→ # Start Vite with API port env var for proxy configuration\n 174→ npm_cmd = \"npm.cmd\" if sys.platform == \"win32\" else \"npm\"\n 175→ vite_env = os.environ.copy()\n 176→ vite_env[\"VITE_API_PORT\"] = str(port)\n 177→ frontend = subprocess.Popen([\n 178→ npm_cmd, \"run\", \"dev\"\n 179→ ], cwd=str(UI_DIR), env=vite_env)\n 180→\n 181→ return backend, frontend\n 182→\n 183→\n 184→def start_production_server(port: int):\n 185→ \"\"\"Start FastAPI server in production mode.\"\"\"\n 186→ venv_python = get_venv_python()\n 187→\n 188→ print(f\"\\n Starting server at http://127.0.0.1:{port}\")\n 189→\n 190→ return subprocess.Popen([\n 191→ str(venv_python), \"-m\", \"uvicorn\",\n 192→ \"server.main:app\",\n 193→ \"--host\", \"127.0.0.1\",\n 194→ \"--port\", str(port)\n 195→ ], cwd=str(ROOT))\n 196→\n 197→\n 198→def main() -> None:\n 199→ \"\"\"Main entry point.\"\"\"\n 200→ dev_mode = \"--dev\" in sys.argv\n 201→\n 202→ print(\"=\" * 50)\n 203→ print(\" AutoCoder UI Setup\")\n 204→ print(\"=\" * 50)\n 205→\n 206→ total_steps = 6 if not dev_mode else 5\n 207→\n 208→ # Step 1: Python venv\n 209→ print_step(1, total_steps, \"Setting up Python environment\")\n 210→ if not setup_python_venv():\n 211→ print(\"ERROR: Failed to create virtual environment\")\n 212→ sys.exit(1)\n 213→\n 214→ # Step 2: Python dependencies\n 215→ print_step(2, total_steps, \"Installing Python dependencies\")\n 216→ if not install_python_deps():\n 217→ print(\"ERROR: Failed to install Python dependencies\")\n 218→ sys.exit(1)\n 219→\n 220→ # Load environment variables now that dotenv is installed\n 221→ try:\n 222→ from dotenv import load_dotenv\n 223→ load_dotenv(ROOT / \".env\")\n 224→ except ImportError:\n 225→ pass # dotenv is optional for basic functionality\n 226→\n 227→ # Step 3: Check Node.js\n 228→ print_step(3, total_steps, \"Checking Node.js\")\n 229→ if not check_node():\n 230→ sys.exit(1)\n 231→\n 232→ # Step 4: npm dependencies\n 233→ print_step(4, total_steps, \"Installing npm dependencies\")\n 234→ if not install_npm_deps():\n 235→ print(\"ERROR: Failed to install npm dependencies\")\n 236→ sys.exit(1)\n 237→\n 238→ # Step 5: Build frontend (production only)\n 239→ if not dev_mode:\n 240→ print_step(5, total_steps, \"Building frontend\")\n 241→ if not build_frontend():\n 242→ print(\"ERROR: Failed to build frontend\")\n 243→ sys.exit(1)\n 244→\n 245→ # Step 6: Start server\n 246→ step = 5 if dev_mode else 6\n 247→ print_step(step, total_steps, \"Starting server\")\n 248→\n 249→ port = find_available_port()\n 250→\n 251→ try:\n 252→ if dev_mode:\n 253→ backend, frontend = start_dev_server(port)\n 254→\n 255→ # Open browser to Vite dev server\n 256→ time.sleep(3)\n 257→ webbrowser.open(\"http://127.0.0.1:5173\")\n 258→\n 259→ print(\"\\n\" + \"=\" * 50)\n 260→ print(\" Development mode active\")\n 261→ print(\" Press Ctrl+C to stop\")\n 262→ print(\"=\" * 50)\n 263→\n 264→ try:\n 265→ # Wait for either process to exit\n 266→ while backend.poll() is None and frontend.poll() is None:\n 267→ time.sleep(1)\n 268→ except KeyboardInterrupt:\n 269→ print(\"\\n\\nShutting down...\")\n 270→ finally:\n 271→ backend.terminate()\n 272→ frontend.terminate()\n 273→ backend.wait()\n 274→ frontend.wait()\n 275→ else:\n 276→ server = start_production_server(port)\n 277→\n 278→ # Open browser\n 279→ time.sleep(2)\n 280→ webbrowser.open(f\"http://127.0.0.1:{port}\")\n 281→\n 282→ print(\"\\n\" + \"=\" * 50)\n 283→ print(f\" Server running at http://127.0.0.1:{port}\")\n 284→ print(\" Press Ctrl+C to stop\")\n 285→ print(\"=\" * 50)\n 286→\n 287→ try:\n 288→ server.wait()\n 289→ except KeyboardInterrupt:\n 290→ print(\"\\n\\nShutting down...\")\n 291→ server.terminate()\n 292→ server.wait()\n 293→\n 294→ except Exception as e:\n 295→ print(f\"\\nERROR: {e}\")\n 296→ sys.exit(1)\n 297→\n 298→\n 299→if __name__ == \"__main__\":\n 300→ main()\n 301→\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"e9de143d-04fd-48ca-8317-2e2351d13262","timestamp":"2026-01-10T20:07:43.861Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\start_ui.py","content":"#!/usr/bin/env python3\n\"\"\"\nAutoCoder UI Launcher\n=====================\n\nAutomated launcher that handles all setup:\n1. Creates/activates Python virtual environment\n2. Installs Python dependencies\n3. Checks for Node.js\n4. Installs npm dependencies\n5. Builds React frontend (if needed)\n6. Starts FastAPI server\n7. Opens browser to the UI\n\nUsage:\n python start_ui.py [--dev]\n\nOptions:\n --dev Run in development mode with Vite hot reload\n\"\"\"\n\nimport os\nimport shutil\nimport socket\nimport subprocess\nimport sys\nimport time\nimport webbrowser\nfrom pathlib import Path\n\nROOT = Path(__file__).parent.absolute()\nVENV_DIR = ROOT / \"venv\"\nUI_DIR = ROOT / \"ui\"\n\n\ndef print_step(step: int, total: int, message: str) -> None:\n \"\"\"Print a formatted step message.\"\"\"\n print(f\"\\n[{step}/{total}] {message}\")\n print(\"-\" * 50)\n\n\ndef find_available_port(start: int = 8888, max_attempts: int = 10) -> int:\n \"\"\"Find an available port starting from the given port.\"\"\"\n for port in range(start, start + max_attempts):\n try:\n with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:\n s.bind((\"127.0.0.1\", port))\n return port\n except OSError:\n continue\n raise RuntimeError(f\"No available ports found in range {start}-{start + max_attempts}\")\n\n\ndef get_venv_python() -> Path:\n \"\"\"Get the path to the virtual environment Python executable.\"\"\"\n if sys.platform == \"win32\":\n return VENV_DIR / \"Scripts\" / \"python.exe\"\n return VENV_DIR / \"bin\" / \"python\"\n\n\ndef run_command(cmd: list, cwd: Path | None = None, check: bool = True) -> bool:\n \"\"\"Run a command and return success status.\"\"\"\n try:\n subprocess.run(cmd, cwd=str(cwd) if cwd else None, check=check)\n return True\n except subprocess.CalledProcessError:\n return False\n except FileNotFoundError:\n return False\n\n\ndef setup_python_venv() -> bool:\n \"\"\"Create Python virtual environment if it doesn't exist.\"\"\"\n if VENV_DIR.exists() and get_venv_python().exists():\n print(\" Virtual environment already exists\")\n return True\n\n print(\" Creating virtual environment...\")\n return run_command([sys.executable, \"-m\", \"venv\", str(VENV_DIR)])\n\n\ndef install_python_deps() -> bool:\n \"\"\"Install Python dependencies.\"\"\"\n venv_python = get_venv_python()\n requirements = ROOT / \"requirements.txt\"\n\n if not requirements.exists():\n print(\" ERROR: requirements.txt not found\")\n return False\n\n print(\" Installing Python dependencies...\")\n return run_command([\n str(venv_python), \"-m\", \"pip\", \"install\",\n \"-q\", \"--upgrade\", \"pip\"\n ]) and run_command([\n str(venv_python), \"-m\", \"pip\", \"install\",\n \"-q\", \"-r\", str(requirements)\n ])\n\n\ndef check_node() -> bool:\n \"\"\"Check if Node.js is installed.\"\"\"\n node = shutil.which(\"node\")\n npm = shutil.which(\"npm\")\n\n if not node:\n print(\" ERROR: Node.js not found\")\n print(\" Please install Node.js from https://nodejs.org\")\n return False\n\n if not npm:\n print(\" ERROR: npm not found\")\n print(\" Please install Node.js from https://nodejs.org\")\n return False\n\n # Get version\n try:\n result = subprocess.run(\n [\"node\", \"--version\"],\n capture_output=True,\n text=True\n )\n print(f\" Node.js version: {result.stdout.strip()}\")\n except Exception:\n pass\n\n return True\n\n\ndef install_npm_deps() -> bool:\n \"\"\"Install npm dependencies if node_modules doesn't exist.\"\"\"\n node_modules = UI_DIR / \"node_modules\"\n\n if node_modules.exists():\n print(\" npm dependencies already installed\")\n return True\n\n print(\" Installing npm dependencies (this may take a few minutes)...\")\n npm_cmd = \"npm.cmd\" if sys.platform == \"win32\" else \"npm\"\n return run_command([npm_cmd, \"install\"], cwd=UI_DIR)\n\n\ndef build_frontend() -> bool:\n \"\"\"Build the React frontend if dist doesn't exist.\"\"\"\n dist_dir = UI_DIR / \"dist\"\n\n if dist_dir.exists():\n print(\" Frontend already built\")\n return True\n\n print(\" Building React frontend...\")\n npm_cmd = \"npm.cmd\" if sys.platform == \"win32\" else \"npm\"\n return run_command([npm_cmd, \"run\", \"build\"], cwd=UI_DIR)\n\n\ndef start_dev_server(port: int) -> tuple:\n \"\"\"Start both Vite and FastAPI in development mode.\"\"\"\n venv_python = get_venv_python()\n\n print(\"\\n Starting development servers...\")\n print(f\" - FastAPI backend: http://127.0.0.1:{port}\")\n print(\" - Vite frontend: http://127.0.0.1:5173\")\n\n # Start FastAPI\n backend = subprocess.Popen([\n str(venv_python), \"-m\", \"uvicorn\",\n \"server.main:app\",\n \"--host\", \"127.0.0.1\",\n \"--port\", str(port),\n \"--reload\"\n ], cwd=str(ROOT))\n\n # Start Vite with API port env var for proxy configuration\n npm_cmd = \"npm.cmd\" if sys.platform == \"win32\" else \"npm\"\n vite_env = os.environ.copy()\n vite_env[\"VITE_API_PORT\"] = str(port)\n frontend = subprocess.Popen([\n npm_cmd, \"run\", \"dev\"\n ], cwd=str(UI_DIR), env=vite_env)\n\n return backend, frontend\n\n\ndef start_production_server(port: int):\n \"\"\"Start FastAPI server in production mode.\"\"\"\n venv_python = get_venv_python()\n\n print(f\"\\n Starting server at http://127.0.0.1:{port}\")\n\n return subprocess.Popen([\n str(venv_python), \"-m\", \"uvicorn\",\n \"server.main:app\",\n \"--host\", \"127.0.0.1\",\n \"--port\", str(port)\n ], cwd=str(ROOT))\n\n\ndef main() -> None:\n \"\"\"Main entry point.\"\"\"\n dev_mode = \"--dev\" in sys.argv\n\n print(\"=\" * 50)\n print(\" AutoCoder UI Setup\")\n print(\"=\" * 50)\n\n total_steps = 6 if not dev_mode else 5\n\n # Step 1: Python venv\n print_step(1, total_steps, \"Setting up Python environment\")\n if not setup_python_venv():\n print(\"ERROR: Failed to create virtual environment\")\n sys.exit(1)\n\n # Step 2: Python dependencies\n print_step(2, total_steps, \"Installing Python dependencies\")\n if not install_python_deps():\n print(\"ERROR: Failed to install Python dependencies\")\n sys.exit(1)\n\n # Load environment variables now that dotenv is installed\n try:\n from dotenv import load_dotenv\n load_dotenv(ROOT / \".env\")\n except ImportError:\n pass # dotenv is optional for basic functionality\n\n # Step 3: Check Node.js\n print_step(3, total_steps, \"Checking Node.js\")\n if not check_node():\n sys.exit(1)\n\n # Step 4: npm dependencies\n print_step(4, total_steps, \"Installing npm dependencies\")\n if not install_npm_deps():\n print(\"ERROR: Failed to install npm dependencies\")\n sys.exit(1)\n\n # Step 5: Build frontend (production only)\n if not dev_mode:\n print_step(5, total_steps, \"Building frontend\")\n if not build_frontend():\n print(\"ERROR: Failed to build frontend\")\n sys.exit(1)\n\n # Step 6: Start server\n step = 5 if dev_mode else 6\n print_step(step, total_steps, \"Starting server\")\n\n port = find_available_port()\n\n try:\n if dev_mode:\n backend, frontend = start_dev_server(port)\n\n # Open browser to Vite dev server\n time.sleep(3)\n webbrowser.open(\"http://127.0.0.1:5173\")\n\n print(\"\\n\" + \"=\" * 50)\n print(\" Development mode active\")\n print(\" Press Ctrl+C to stop\")\n print(\"=\" * 50)\n\n try:\n # Wait for either process to exit\n while backend.poll() is None and frontend.poll() is None:\n time.sleep(1)\n except KeyboardInterrupt:\n print(\"\\n\\nShutting down...\")\n finally:\n backend.terminate()\n frontend.terminate()\n backend.wait()\n frontend.wait()\n else:\n server = start_production_server(port)\n\n # Open browser\n time.sleep(2)\n webbrowser.open(f\"http://127.0.0.1:{port}\")\n\n print(\"\\n\" + \"=\" * 50)\n print(f\" Server running at http://127.0.0.1:{port}\")\n print(\" Press Ctrl+C to stop\")\n print(\"=\" * 50)\n\n try:\n server.wait()\n except KeyboardInterrupt:\n print(\"\\n\\nShutting down...\")\n server.terminate()\n server.wait()\n\n except Exception as e:\n print(f\"\\nERROR: {e}\")\n sys.exit(1)\n\n\nif __name__ == \"__main__\":\n main()\n","numLines":301,"startLine":1,"totalLines":301}},"sourceToolAssistantUUID":"d1d3c551-93b2-4807-afba-0c9e5bb9920d"}
{"parentUuid":"e9de143d-04fd-48ca-8317-2e2351d13262","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01RjuZ1fq1NVszR64RVrz5iS","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"So there are two ways to start:\n\n1. **`start_ui.bat`** - Starts the web UI (FastAPI server + React frontend). This is what you'd use to access the new Terminal and Git panels.\n\n2. **`start.bat`** - Runs the CLI menu via `start.py`\n\nThe Web UI should already work with all the new features since it starts the FastAPI server which now includes all the new routers (terminal, git, scheduler).\n\nFor running the smart orchestrator specifically, you'd run it separately as a CLI command.\n\nLet me give the user clear guidance.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":3751,"cache_read_input_tokens":143336,"cache_creation":{"ephemeral_5m_input_tokens":3751,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzJSEtx2DM5ufMkXuJUu","type":"assistant","uuid":"ac0b2d74-d1ac-4e5c-b16c-4bb80b49825d","timestamp":"2026-01-10T20:07:55.157Z"}
{"parentUuid":"ac0b2d74-d1ac-4e5c-b16c-4bb80b49825d","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01RjuZ1fq1NVszR64RVrz5iS","type":"message","role":"assistant","content":[{"type":"text","text":"Yes! Here's how to use everything:\n\n## Starting the Web UI\n```batch\nstart_ui.bat\n```\nThis starts the FastAPI server and opens the browser. You'll see:\n- **Terminal button (T)** - Claude Terminal for resource management\n- **Git button (G)** - Git status panel\n- All existing features (Kanban, Agent controls, etc.)\n\n## Running Agents\n\n### Standard Agent (CLI)\n```batch\nstart.bat\n```\nThen select a project from the menu.\n\n### Smart Orchestrator (Dynamic Parallelism)\n```batch\nvenv\\Scripts\\activate\npython smart_orchestrator.py --project-dir my-project\n```\n\n### Fixed Parallel Agents\n```batch\nvenv\\Scripts\\activate \npython parallel_agent.py --project-dir my-project --max-parallel 3\n```\n\n## Quick Reference\n\n| Command | What it does |\n|---------|--------------|\n| `start_ui.bat` | Web UI with Terminal, Git, Kanban |\n| `start.bat` | CLI menu for single agent |\n| `python smart_orchestrator.py` | Smart parallel (Claude decides parallelism) |\n| `python parallel_agent.py` | Fixed parallel (you set max) |\n\nThe Web UI is the main interface - it has access to all the new features. The parallel runners are CLI tools for headless/automated execution."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":3751,"cache_read_input_tokens":143336,"cache_creation":{"ephemeral_5m_input_tokens":3751,"ephemeral_1h_input_tokens":0},"output_tokens":464,"service_tier":"standard"}},"requestId":"req_011CWzJSEtx2DM5ufMkXuJUu","type":"assistant","uuid":"e2a773d3-febf-480d-814e-c50e5f0d4e87","timestamp":"2026-01-10T20:08:01.450Z"}
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{"parentUuid":"866790e4-2fd6-466f-ad41-8c5c0641d336","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":"Ok, copy required files to another project folder. So we can make sure we're working with a clean plate."},"uuid":"59bc1f19-9e56-4e8b-8186-8a6862a117c6","timestamp":"2026-01-10T20:24:10.323Z","thinkingMetadata":{"level":"high","disabled":false,"triggers":[]},"todos":[]}
{"parentUuid":"59bc1f19-9e56-4e8b-8186-8a6862a117c6","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01LCPZ31Tvw57Ncmypgp7j2w","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The user wants me to copy the Autocoder files to a new clean project folder. Let me identify the essential files and create a clean copy. I should exclude:\n- venv/\n- node_modules/\n- __pycache__/\n- .git/\n- dist/ (can be rebuilt)\n- *.db files (project-specific data)\n- .pyc files\n\nLet me create a new folder and copy the essential files.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":134213,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":134213,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"requestId":"req_011CWzKgkAbGAbRxRVYBXCYK","type":"assistant","uuid":"0a1bd1b7-1b20-4236-be89-73eb1a485f36","timestamp":"2026-01-10T20:24:21.901Z"}
{"parentUuid":"0a1bd1b7-1b20-4236-be89-73eb1a485f36","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01LCPZ31Tvw57Ncmypgp7j2w","type":"message","role":"assistant","content":[{"type":"text","text":"I'll create a clean copy of the Autocoder project with just the essential files."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":134213,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":134213,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"requestId":"req_011CWzKgkAbGAbRxRVYBXCYK","type":"assistant","uuid":"65f511e6-9495-40b7-84a4-9279fffe8498","timestamp":"2026-01-10T20:24:22.265Z"}
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{"parentUuid":"2dd2e59d-cc5e-4240-8272-4a4bd4f6ab49","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VKzxJdBcVdwJbR6dDsGVed","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Good, the folder was created. Now let me use robocopy to copy the files while excluding the things we don't want.","signature":"EpoCCkYICxgCKkA4bekmi7KDjDZLRVBOE0M7D6tlvc0qxL9tX17MmTU5SSVvseGbeFlfPwyrpHlnkSB9n1dZeqT/NmV5J6RG2MnyEgyagu6HWqCz+OlE0XoaDIHZeNL3vIdClDCrISIw+HFWcbUAT+fBwLKTo5laM3D0JNl9or6i47Ytl3Gqgx7s7fBe9M3NDrYc7pEJAQ/BKoEBHfc8XjdZClyw4S7U/EDCVCgVsDTHmBcs0CSG/01aZAn9BRENFjtQ7PNbmqIDZL2rwbB87CqIDgzxevt2JkqPCsSL1NDi1Gfkgj2bs1/ZWEYJL/+4xf5qcWNTJ6NSMli3rJSpZ3e0O6+JcCyKTm0kFf+D3jVzoOC24hS3e5lf48XTGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":349,"cache_read_input_tokens":147578,"cache_creation":{"ephemeral_5m_input_tokens":349,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"requestId":"req_011CWzKiJtsCmHDe6xWe5JqQ","type":"assistant","uuid":"4cd65bf0-fce9-4e37-98ef-11497b2c383d","timestamp":"2026-01-10T20:24:35.836Z"}
{"parentUuid":"4cd65bf0-fce9-4e37-98ef-11497b2c383d","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VKzxJdBcVdwJbR6dDsGVed","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01S7YQtfCDfaDRUHkne2Gswb","name":"Bash","input":{"command":"robocopy \"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\" \"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\" /E /XD venv node_modules __pycache__ .git dist .mypy_cache .pytest_cache /XF *.pyc *.db *.lock .agent.lock","description":"Copy project files excluding venv, node_modules, cache, git, databases","timeout":120000}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":349,"cache_read_input_tokens":147578,"cache_creation":{"ephemeral_5m_input_tokens":349,"ephemeral_1h_input_tokens":0},"output_tokens":246,"service_tier":"standard"}},"requestId":"req_011CWzKiJtsCmHDe6xWe5JqQ","type":"assistant","uuid":"156426a9-01c2-4fae-9342-539ca0ca540b","timestamp":"2026-01-10T20:24:38.145Z"}
{"parentUuid":"156426a9-01c2-4fae-9342-539ca0ca540b","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 16\n\r\n-------------------------------------------------------------------------------\r\n ROBOCOPY :: Robust File Copy for Windows \r\n-------------------------------------------------------------------------------\r\n\r\n Started : Saturday, January 10, 2026 1:25:10 PM\r\n Source - C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\\r\n Dest - C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\\r\n\r\n Files : \r\n Options : /DCOPY:DA /COPY:DAT /R:1000000 /W:30 \r\n\r\n------------------------------------------------------------------------------\r\n\r\nERROR : Invalid Parameter #3 : \"E:/\"\r\n\r\n Simple Usage :: ROBOCOPY source destination /MIR\r\n\r\n source :: Source Directory (drive:\\path or \\\\server\\share\\path).\r\n destination :: Destination Dir (drive:\\path or \\\\server\\share\\path).\r\n /MIR :: Mirror a complete directory tree.\r\n\r\n For more usage information run ROBOCOPY /?\r\n\r\n \r\n**** /MIR can DELETE files as well as copy them !","is_error":true,"tool_use_id":"toolu_01S7YQtfCDfaDRUHkne2Gswb"}]},"uuid":"d62265f8-3d25-4f96-9645-f214125bbd39","timestamp":"2026-01-10T20:25:10.484Z","toolUseResult":"Error: Exit code 16\n\r\n-------------------------------------------------------------------------------\r\n ROBOCOPY :: Robust File Copy for Windows \r\n-------------------------------------------------------------------------------\r\n\r\n Started : Saturday, January 10, 2026 1:25:10 PM\r\n Source - C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\\r\n Dest - C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\\r\n\r\n Files : \r\n Options : /DCOPY:DA /COPY:DAT /R:1000000 /W:30 \r\n\r\n------------------------------------------------------------------------------\r\n\r\nERROR : Invalid Parameter #3 : \"E:/\"\r\n\r\n Simple Usage :: ROBOCOPY source destination /MIR\r\n\r\n source :: Source Directory (drive:\\path or \\\\server\\share\\path).\r\n destination :: Destination Dir (drive:\\path or \\\\server\\share\\path).\r\n /MIR :: Mirror a complete directory tree.\r\n\r\n For more usage information run ROBOCOPY /?\r\n\r\n \r\n**** /MIR can DELETE files as well as copy them !","sourceToolAssistantUUID":"156426a9-01c2-4fae-9342-539ca0ca540b"}
{"parentUuid":"d62265f8-3d25-4f96-9645-f214125bbd39","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_0114rVz4ABFYiEnqmqx6WPK2","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The robocopy command failed because of the slash format. Let me try a different approach using xcopy or PowerShell.","signature":"EpwCCkYICxgCKkD4ygLHMJPGXpb/cgdm3g1ttm3TVz6j8WeLPa2NpIsS4iBHZ7DNwbkQUZdWOKHuYdAsfEMdr27bDhkCDh+YDqDYEgw07MMhJBjZBVCj/tUaDB0yHXjIvWSWFAAFJSIw1ziMJH4lFagMJ507osty/Xew/4rtysfTarG8wIZInIYR2BHxSdbbjI26r7JyBbVWKoMBrdNHyQzwY9uJg5Y0IGlPlTHSH4mOSkH0SCYsc9nker2qB7/QeqvdZJuyBxz3FkPqAk1D440wL6FUbEanFUNxjLXWz0uA/5aaMGfGsx4JlZktzkv/KgoglaLungtZl3Cgx5TMOqghU0w1rVmEJeTWzr4uBhDY3GQTlWmGaymP7cPyNd8YAQ=="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":542,"cache_read_input_tokens":147927,"cache_creation":{"ephemeral_5m_input_tokens":542,"ephemeral_1h_input_tokens":0},"output_tokens":7,"service_tier":"standard"}},"requestId":"req_011CWzKmLYRPZWYj5qLP53qa","type":"assistant","uuid":"7601d288-2c5e-4442-9a40-6ebab93f59fd","timestamp":"2026-01-10T20:25:16.889Z"}
{"parentUuid":"7601d288-2c5e-4442-9a40-6ebab93f59fd","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_0114rVz4ABFYiEnqmqx6WPK2","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01XDLdmWBmJvPRgKSBqPRBxz","name":"Bash","input":{"command":"powershell -Command \"Copy-Item -Path 'C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocode-fork\\autocoder-master\\*' -Destination 'C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0' -Recurse -Exclude @('venv','node_modules','__pycache__','.git','dist','.mypy_cache','*.pyc','*.db')\"","description":"Copy project files using PowerShell","timeout":120000}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":542,"cache_read_input_tokens":147927,"cache_creation":{"ephemeral_5m_input_tokens":542,"ephemeral_1h_input_tokens":0},"output_tokens":248,"service_tier":"standard"}},"requestId":"req_011CWzKmLYRPZWYj5qLP53qa","type":"assistant","uuid":"00da4ef6-0e3e-4e85-a2b1-e045b4be0a27","timestamp":"2026-01-10T20:25:18.525Z"}
{"parentUuid":"00da4ef6-0e3e-4e85-a2b1-e045b4be0a27","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XDLdmWBmJvPRgKSBqPRBxz","type":"tool_result","content":"","is_error":false}]},"uuid":"0156f067-4ae5-4ec7-a40c-f1f3481d201c","timestamp":"2026-01-10T20:25:32.282Z","toolUseResult":{"stdout":"","stderr":"","interrupted":false,"isImage":false},"sourceToolAssistantUUID":"00da4ef6-0e3e-4e85-a2b1-e045b4be0a27"}
{"parentUuid":"0156f067-4ae5-4ec7-a40c-f1f3481d201c","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VjHcud3ZS916HaPBp9DYwP","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Let me verify what was copied and also clean up any cache/db files that might have slipped through.","signature":"EosCCkYICxgCKkBLPAA0A7TJd1cgKVkWOJAGzBIggsIHnFiXx2ERFf86eE4I53Wfge+IIfAOMYi2Sv29ZaPGxhYr2NO3zsmOPa6kEgygkLF0VWyakWt6ZawaDMZjwCUDtkYXzbQpQiIw9mttG0JrYU8SMI4BHqlHlnRTKzhZTDVWAZeN16BDJHEMhnC2yhgYdOFIRBAhLAzzKnO5wmnxptasklHn6fuIYI1gtVCeTtNqGKbwjSTKygh737bLpYhDh8yzX/+XMx1uy6+oJnEVRzOY7U6WP8dEEV0AH6DEUHl2uZcCo5quxNv6urRvBYDHru/l3zvMUAW/PPAJlB8SuvbRDo6kjHRWGbgyNoYKGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":281,"cache_read_input_tokens":148469,"cache_creation":{"ephemeral_5m_input_tokens":281,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"requestId":"req_011CWzKnxPyE4RhBB6EEVxxJ","type":"assistant","uuid":"dbe532df-4d0e-434c-8ea0-3e0ee8d9f78f","timestamp":"2026-01-10T20:25:38.891Z"}
{"parentUuid":"dbe532df-4d0e-434c-8ea0-3e0ee8d9f78f","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01VjHcud3ZS916HaPBp9DYwP","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0145VkYUkVHz1qGCQkxBZfCU","name":"Bash","input":{"command":"powershell -Command \"Get-ChildItem 'C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0' -Directory | Select-Object Name\"","description":"List copied directories"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":281,"cache_read_input_tokens":148469,"cache_creation":{"ephemeral_5m_input_tokens":281,"ephemeral_1h_input_tokens":0},"output_tokens":150,"service_tier":"standard"}},"requestId":"req_011CWzKnxPyE4RhBB6EEVxxJ","type":"assistant","uuid":"f06ffa0d-b2e5-430b-8b58-518b80572083","timestamp":"2026-01-10T20:25:39.751Z"}
{"parentUuid":"f06ffa0d-b2e5-430b-8b58-518b80572083","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0145VkYUkVHz1qGCQkxBZfCU","type":"tool_result","content":"Name \r\n---- \r\n.claude \r\n.github \r\napi \r\nmcp_server\r\nserver \r\nui","is_error":false}]},"uuid":"00a63887-37c0-4b52-aea9-81d37ce4ccf5","timestamp":"2026-01-10T20:25:42.712Z","toolUseResult":{"stdout":"Name \r\n---- \r\n.claude \r\n.github \r\napi \r\nmcp_server\r\nserver \r\nui\r","stderr":"","interrupted":false,"isImage":false},"sourceToolAssistantUUID":"f06ffa0d-b2e5-430b-8b58-518b80572083"}
{"parentUuid":"00a63887-37c0-4b52-aea9-81d37ce4ccf5","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_016bQ4yppEz3oMSKcmdTpatD","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Let me also check the root level files and clean up any unwanted items like __pycache__ that might be nested.","signature":"EpUCCkYICxgCKkCbPAwP+H/Sy8ONWkMFeJS0EXOS0r8FU3d2Rlak82mzd80qBayKzz4T99bi1jGgwQpGI51VsEajKI+t0Xui/whuEgw6RUE4bx4iZn3NlA0aDBPZCkW3KGcmMKzVUiIwmj6sHMjnaFw28zlBCj9CYMtVkpgqvhxeJsmf1lV9vBNO1WMo7LQy2Dh6AQQ9oql8Kn3KjX3tWFy4zbWwpPSlmiA1eoeB44Eo/fEU0QIy7lDP3kRxNo9mPPUmVQMuJNphmpHn3X33FoCfAgVDG6TJhDlHuV99agkNgj8vkmhHYHBZYDBIk/9qr3d2pZWknrPUATN5GVItiQvIn7oWKwjHQ1+A9ELOB/WuU7qFZjZHLhgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":195,"cache_read_input_tokens":148750,"cache_creation":{"ephemeral_5m_input_tokens":195,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"requestId":"req_011CWzKonfMgmiRMzT9AfgHo","type":"assistant","uuid":"b0882e92-f7c5-4092-9366-257ab76b92cc","timestamp":"2026-01-10T20:25:50.403Z"}
{"parentUuid":"b0882e92-f7c5-4092-9366-257ab76b92cc","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_016bQ4yppEz3oMSKcmdTpatD","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01ExQDyigfGupLfATn7oVcJt","name":"Bash","input":{"command":"powershell -Command \"Get-ChildItem 'C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0' -File | Select-Object Name\"","description":"List copied root files"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":195,"cache_read_input_tokens":148750,"cache_creation":{"ephemeral_5m_input_tokens":195,"ephemeral_1h_input_tokens":0},"output_tokens":155,"service_tier":"standard"}},"requestId":"req_011CWzKonfMgmiRMzT9AfgHo","type":"assistant","uuid":"e523fed3-e93d-4aa7-8637-79fec5712f1d","timestamp":"2026-01-10T20:25:51.096Z"}
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{"parentUuid":"69d7a686-d730-4ab6-a758-df782a6db209","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_017aEdKLZTjuk7Eh2HtQzKHd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01KxMFCVH4CnXSPt5ug98qps","name":"Bash","input":{"command":"tree \"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\" /F /A | head -80","description":"Show directory tree structure"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":169,"cache_read_input_tokens":149997,"cache_creation":{"ephemeral_5m_input_tokens":169,"ephemeral_1h_input_tokens":0},"output_tokens":130,"service_tier":"standard"}},"requestId":"req_011CWzKtE1xmprmEg2WR4eiS","type":"assistant","uuid":"0dc844aa-7c3f-4d52-9781-91d289ab1631","timestamp":"2026-01-10T20:26:51.261Z"}
{"parentUuid":"0dc844aa-7c3f-4d52-9781-91d289ab1631","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KxMFCVH4CnXSPt5ug98qps","type":"tool_result","content":"/usr/bin/bash: line 1: tree: command not found","is_error":false}]},"uuid":"478c9565-6442-4968-9f67-e559a94bad52","timestamp":"2026-01-10T20:26:53.953Z","toolUseResult":{"stdout":"/usr/bin/bash: line 1: tree: command not found\r","stderr":"","interrupted":false,"isImage":false},"sourceToolAssistantUUID":"0dc844aa-7c3f-4d52-9781-91d289ab1631"}
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{"parentUuid":"41d86298-175a-4b40-baff-522360ddaa72","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01TysicKU768hQagkwNFnFRL","type":"tool_result","content":"extglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException","is_error":false}]},"uuid":"1ef0962f-0d08-4c07-bbd0-d551ee227b30","timestamp":"2026-01-10T20:27:08.332Z","toolUseResult":{"stdout":"extglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r\n \r\nextglob.FullName.Replace : The term 'extglob.FullName.Replace' is not recognized as the name of a cmdlet, function, \r\nscript file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is \r\ncorrect and try again.\r\nAt line:1 char:147\r\n+ ... t-Object FullName | ForEach-Object { extglob.FullName.Replace('C:\\Use ...\r\n+ ~~~~~~~~~~~~~~~~~~~~~~~~\r\n + CategoryInfo : ObjectNotFound: (extglob.FullName.Replace:String) [], CommandNotFoundException\r\n + FullyQualifiedErrorId : CommandNotFoundException\r","stderr":"","interrupted":false,"isImage":false},"sourceToolAssistantUUID":"41d86298-175a-4b40-baff-522360ddaa72"}
{"parentUuid":"1ef0962f-0d08-4c07-bbd0-d551ee227b30","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_014Pj26hs1uSUoBUot1aUMEo","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The $ is being interpreted by bash. Let me just use dir command.","signature":"EugBCkYICxgCKkAxBPqtFjx4e/wL+vUfZb8cxs5aDdU+xzG11VOd/SCSbfg5+6zv7kN2Ena0u55Q7fHD7G//6/uIvaUnUeJ05gesEgx+KD2a/7wxUiZkV7UaDD55LECSdzpvJd1pzCIwX7a6ov9nenbFrBxka99glTDz9K+cu1gvN7fMj9Z2MdseECt/Y8mD0rJIVxx7gGEwKlC+FFeBPlfv6ixSDRcOErXam2Uk86Mxf4VVzL7Yk2MpAugY9aFAk4ZMqUOlRSlPpVREMaihablBiRQXwvpLkUJGX87p1OH0EvJbF171VxaL9RgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":3493,"cache_read_input_tokens":150330,"cache_creation":{"ephemeral_5m_input_tokens":3493,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzKv6Qs1Z8Cx4i2Lywch","type":"assistant","uuid":"2a9434e3-6f8b-4e9e-9b7d-17fba14f5314","timestamp":"2026-01-10T20:27:16.201Z"}
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{"parentUuid":null,"logicalParentUuid":"62193d87-d536-40b6-b8fc-dacbdfc4954a","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"system","subtype":"compact_boundary","content":"Conversation compacted","isMeta":false,"timestamp":"2026-01-10T20:28:31.847Z","uuid":"814af34b-13c8-426d-9fef-e6807ce92d92","level":"info","compactMetadata":{"trigger":"auto","preTokens":155065}}
{"parentUuid":"814af34b-13c8-426d-9fef-e6807ce92d92","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":"This session is being continued from a previous conversation that ran out of context. The conversation is summarized below:\nAnalysis:\nLet me chronologically analyze the conversation:\n\n1. **Initial Context**: This was a continuation from a previous conversation that ran out of context. The summary indicated work on Autocoder 2.0 with:\n - Phase 1: Foundation (completed)\n - Phase 2: Claude Terminal (completed)\n - Phase 3: Git Agent (in progress at 3.3)\n - Phases 4-5: Pending\n\n2. **Phase 3.4 Completion**: Created GitPanel.tsx and useGit.ts hook for the frontend git integration. Updated App.tsx to include Git button with keyboard shortcut (G).\n\n3. **Phase 4 Implementation**: User said \"Go with 4\" to proceed with Phase 4: Parallel coding agents.\n - Created feature_graph.py for dependency tracking\n - Created file_lock.py for concurrent access control\n - Created parallel_agent.py for parallel execution\n\n4. **Phase 5 Integration**: \n - Added Terminal button/panel to App.tsx with keyboard shortcut (T)\n - Created config.py for centralized configuration\n\n5. **Dynamic Scheduling Request**: User asked \"Given that Claude is pretty smart, can we have something that dynamically decides how many agents can/should be run?\"\n - Created smart_orchestrator.py with two-tier decision system\n - Created smart_scheduler.py with heuristic-based scheduling\n - Created scheduler.py router for API access\n\n6. **Startup Question**: User asked \"Ok, I still use init.bat to start it?\" - I explained the startup options.\n\n7. **Clean Copy Request**: User asked to \"copy required files to another project folder. So we can make sure we're working with a clean plate.\"\n - Created new folder: C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\n - Copied files excluding venv, node_modules, __pycache__, .git, dist, *.db, *.pyc\n\nLet me compile all the technical details, files created/modified, and code patterns.\n\nSummary:\n1. Primary Request and Intent:\n The user wanted to complete the Autocoder 2.0 implementation which includes:\n - Phase 3.4: Create GitPanel.tsx frontend component for git status\n - Phase 4: Implement parallel coding agents with feature dependency tracking and file locking\n - Phase 5: Integration and UI updates (Terminal button, config file)\n - Additional request: Dynamic/smart scheduling that uses Claude to decide parallelism\n - Final request: Copy the project to a clean folder without venv, node_modules, cache files\n\n2. Key Technical Concepts:\n - React hooks for WebSocket connections (useGit.ts)\n - Neobrutalism design system (Tailwind CSS v4)\n - FastAPI routers with REST and WebSocket endpoints\n - SQLAlchemy for database operations\n - Async file locking for concurrent access control\n - Feature dependency graph for parallel execution\n - Two-tier scheduling: heuristic-based (fast) + Claude consultation (smart)\n - Historical learning for scheduler optimization\n\n3. Files and Code Sections:\n\n - **ui/src/hooks/useGit.ts** (Created)\n - React hook for git status via WebSocket and REST API\n - Provides real-time git status updates and mutation methods\n ```typescript\n export interface GitStatus {\n branch: string\n ahead: number\n behind: number\n staged: string[]\n unstaged: string[]\n untracked: string[]\n has_conflicts: boolean\n is_clean: boolean\n }\n \n export function useGit({ projectName, autoConnect, onError, onStatusUpdate }: UseGitOptions): UseGitReturn\n ```\n\n - **ui/src/components/GitPanel.tsx** (Created)\n - Slide-in panel showing git status with staged/unstaged/untracked files\n - Commit form, push/pull buttons, commit history\n - Uses neobrutalism design patterns\n\n - **ui/src/App.tsx** (Modified)\n - Added imports: GitPanel, TerminalChat, Terminal icon, X icon\n - Added state: `gitPanelOpen`, `terminalOpen`\n - Added keyboard shortcuts: G (git), T (terminal)\n - Added header buttons for Terminal and Git\n - Added GitPanel and Terminal panel components\n\n - **server/services/feature_graph.py** (Created)\n - Tracks feature dependencies and file conflicts for parallel execution\n - Uses separate SQLite database (feature_graph.db)\n ```python\n class FeatureGraph:\n def get_parallelizable_features(self, count: int = 3) -> list[ParallelFeature]\n def record_files_touched(self, feature_id: int, files: list[str]) -> None\n def predict_files_for_feature(self, feature_id: int, category: str, name: str) -> list[str]\n ```\n\n - **server/services/file_lock.py** (Created)\n - Async-safe file locking for parallel agents\n ```python\n class FileLockManager:\n async def acquire(self, file_path: str, feature_id: int, agent_id: str) -> LockResult\n async def acquire_multiple(self, file_paths: list[str], feature_id: int) -> LockResult\n async def release_all(self, feature_id: int) -> int\n ```\n\n - **parallel_agent.py** (Created)\n - Parallel agent runner with fixed parallelism\n - Integrates FeatureGraph, FileLockManager, and GitAgent\n ```python\n class ParallelAgentRunner:\n async def run_single_feature(self, feature: ParallelFeature, agent_id: str) -> AgentResult\n async def run_parallel(self, max_iterations: Optional[int] = None) -> ParallelRunResult\n ```\n\n - **server/services/smart_scheduler.py** (Created)\n - Heuristic-based scheduler with learning capabilities\n - Analyzes complexity, predicts file conflicts, tracks history\n ```python\n class SmartScheduler:\n def analyze_feature(self, feature: dict) -> FeatureAnalysis\n def make_decision(self, features: list[dict], in_progress_count: int) -> SchedulerDecision\n def record_result(self, feature_id: int, ...) -> None # For learning\n ```\n\n - **smart_orchestrator.py** (Created)\n - Two-tier decision system: fast heuristics + Claude consultation\n - Uses SmartScheduler first, consults Claude when confidence < 0.6\n ```python\n class SmartOrchestrator:\n self._claude_threshold = 0.6 # Use Claude if scheduler confidence below this\n async def analyze_features(self, features: list[ParallelFeature]) -> OrchestrationDecision\n async def run_smart(self, max_iterations: Optional[int] = None) -> dict\n ```\n\n - **server/routers/scheduler.py** (Created)\n - REST API for smart scheduler\n - Endpoints: `/api/scheduler/projects/{name}/analyze`, `/stats`, `/record-result`\n\n - **config.py** (Created)\n - Centralized configuration (~/.autocoder/config.json)\n - Dataclasses for GitAgentConfig, ParallelConfig, SecurityConfig, PathsConfig, UIConfig\n\n - **server/routers/__init__.py** (Modified)\n - Added scheduler_router export\n\n - **server/main.py** (Modified)\n - Added scheduler_router import and registration\n\n - **server/services/__init__.py** (Modified)\n - Added exports for FeatureGraph, FileLockManager, SmartScheduler\n\n - **ui/src/lib/types.ts** (Modified)\n - Added Git types: GitStatus, GitCommit, GitResult, GitWSMessage\n\n4. Errors and fixes:\n - **PowerShell Copy-Item -Exclude limitation**: The -Exclude parameter only works at top level, so node_modules and dist were copied. Fixed by running separate Remove-Item commands.\n - **Robocopy parameter error**: \"/E\" was misinterpreted. Switched to PowerShell Copy-Item instead.\n - **PowerShell variable escaping in bash**: `$_.FullName` was interpreted by bash as \"extglob.FullName\". Used simpler dir command instead.\n\n5. Problem Solving:\n - Implemented two-tier scheduling to balance speed (heuristics) and intelligence (Claude)\n - SmartScheduler learns from historical execution data to improve predictions\n - Adaptive throttling reduces parallelism after failures\n - File locking with timeout prevents deadlocks\n\n6. All user messages:\n - \"What should I do now?\"\n - \"Go with 4\"\n - \"Given that Claude is pretty smart, can we have something that dynamically decides how many agents can/should be run?\"\n - \"Ok, I still use init.bat to start it?\"\n - \"Ok, copy required files to another project folder. So we can make sure we're working with a clean plate.\"\n\n7. Pending Tasks:\n - None explicitly requested. All phases complete.\n\n8. Current Work:\n Completed copying the Autocoder 2.0 project to a clean folder at:\n `C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0`\n \n The copy excludes: venv, node_modules, __pycache__, .git, dist, *.db, *.pyc files\n \n Total files copied: 113 files\n \n Directory structure includes:\n - Root: agent.py, parallel_agent.py, smart_orchestrator.py, config.py, start*.bat/py/sh\n - server/: routers (terminal, git, scheduler), services (smart_scheduler, feature_graph, file_lock), agents (git_agent)\n - ui/src/: components (GitPanel, TerminalChat), hooks (useGit, useTerminal)\n\n9. Optional Next Step:\n The clean copy is complete. The user may want to:\n - Test the new installation by running `start_ui.bat` in the new folder\n - Initialize git in the new folder if needed\n \n However, no explicit next step was requested. The user's last request \"copy required files to another project folder\" has been completed..\n\nIf you need specific details from before compaction (like exact code snippets, error messages, or content you generated), read the full transcript at: C:\\Users\\MikeSwanson\\.claude\\projects\\C--Users-MikeSwanson-claude-projects\\9b0508e7-d6ae-4a06-aed2-926ed6af56b0.jsonl\nPlease continue the conversation from where we left it off without asking the user any further questions. Continue with the last task that you were asked to work on."},"isVisibleInTranscriptOnly":true,"isCompactSummary":true,"uuid":"2b83bb71-465f-457b-a318-9102d8ff52d3","timestamp":"2026-01-10T20:28:31.847Z"}
{"parentUuid":"2b83bb71-465f-457b-a318-9102d8ff52d3","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01Tm4eeowafdzYsZLPppAZ7g","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Looking at the conversation summary, the last task was copying the Autocoder 2.0 project to a clean folder. This was completed successfully with 113 files copied to:\n`C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0`\n\nThe summary indicates:\n- All phases (1-5) of the Autocoder 2.0 implementation are complete\n- The clean copy excludes venv, node_modules, __pycache__, .git, dist, *.db, *.pyc\n- No explicit next step was requested\n\nSince I was asked to continue without asking questions, I should verify the clean copy is complete and provide a summary of what's ready. Let me check the current state of the new folder to confirm everything is in place.","signature":"EsIGCkYICxgCKkD7Se3y4TMhaSdSX4asIP38hbZFfss0VSw4I5EA4fej8mAOJYml3NVITgLKWlYr1V8N91bsjPM4oDRSqmmh+IwCEgzb7wUdVV4aEuaOjHUaDKrGntRkHMjb9d6o4CIw4nzMjDEC+09kfyhQfpUpeEfUmYLUslKyPBZUPUVMtWzy/9yVPoLhEgDF8dp9nSPUKqkFdFNUclDrcJ1VGb1CXh8c/CTNZhQuaciC3VeGN0ftezPUfFzhagr8q9O1N7ZCXRlOz28GDIUUKFGkuBPE1aqXU4RxTNEEwme5ofbSyzz2xLq17vEqYoHhtx+HBzf2z/TH71w9N3GH55bI8DXsMtSua8nJEeTEhqytFCG95QZDQ62lzzffWbV2cm6VBuQIX9U1zh5FEcfG1Wa1JT676wEvk47lUiOCMzJ2adkPUYohYFF3OGX+7sBcXE3o7u4yfJ8J9n1zmcnwH5Vrut8irBjB5Ce8Q8edymhqNgDUeVaR+Lirtx1Zj+GPXQ3bpdxwuerrO8FanJKQEz2hECZP3x6yLXbAgN9uNFxWZhlh1n+2bWHi+fh8zooIMrXJS4iI6Jx17jdOYgtBmkM/0Ws9UsTuBCmGZttK6A9VFFAyZdXiit7H0Ga89tVVCg57ejPUcq5BaleDrVoC8b7a4v4CBG5M9r5XIJRjNVQbUuOgtQgS1x5EOqo/5vTs9sBokjlC9rdFMRYRecm9xcUKrBOi9G2itx9YgAlX+NiopyN9hBJeB2NxSYzUM8xU/IEhPN/Ccoiw197OYv2rLmECLhgMoYJUTsO3s5pPLZ7TB/tvIP8dyBY+p9+dQEW84mQzGXHyob7d1TjjZo6PkF9IKKqH4RY83kLXqLwNC92OUZh0pJdVwQgUzQR0IS5OqTdQklxRowdXU/aZGx89PxEPhDLMC3nG+fIQGD68DiRx0AHa86eGTNO0Vgy9CPBG1DJGquvPKIQcgLGwFzJlJEWrP0twmjWQMQlR1KxbqXPFxORE4J34KLeXSshqX1wdSQXRHMHa5plvJc/fvK+xgrCXT8sekXBciuG2JHKo5tMLwCZHh5jweTMD004ncUyDpEwuH/D62VjHvrSc43IlcEiMGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":22907,"cache_read_input_tokens":24371,"cache_creation":{"ephemeral_5m_input_tokens":22907,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzL21JwyhVHgDAmFFwCo","type":"assistant","uuid":"8eeeb39f-d4bf-4d6a-aa35-4e7110b4cf73","timestamp":"2026-01-10T20:28:39.155Z"}
{"parentUuid":"8eeeb39f-d4bf-4d6a-aa35-4e7110b4cf73","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01Tm4eeowafdzYsZLPppAZ7g","type":"message","role":"assistant","content":[{"type":"text","text":"The clean copy of Autocoder 2.0 was completed. Let me verify the new folder structure and confirm everything is ready."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":9,"cache_creation_input_tokens":22907,"cache_read_input_tokens":24371,"cache_creation":{"ephemeral_5m_input_tokens":22907,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzL21JwyhVHgDAmFFwCo","type":"assistant","uuid":"68715b46-691d-450b-9f67-ca10c6e0a919","timestamp":"2026-01-10T20:28:39.905Z"}
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{"parentUuid":"e8e8fad4-f5e8-4d1c-8c92-9a25b9e0a7b3","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01Dqw59JT7ed2dS86EbWJDnF","type":"message","role":"assistant","content":[{"type":"text","text":"The clean copy of Autocoder 2.0 is complete and verified. All key files are in place:\n\n**Root Files:**\n- `smart_orchestrator.py` - Two-tier scheduling (heuristics + Claude)\n- `parallel_agent.py` - Parallel agent execution\n- `config.py` - Centralized configuration\n\n**Server Services:**\n- `smart_scheduler.py` - Heuristic-based scheduling with learning\n- `feature_graph.py` - Dependency tracking for parallel execution\n- `file_lock.py` - Concurrent file access control\n- `credential_resolver.py`, `resource_manager.py`, `terminal_session.py`, `git_operations.py`\n\n**Server Routers:**\n- `scheduler.py` - REST API for smart scheduling\n- `git.py` - Git status endpoints\n- `terminal.py` - Claude Terminal WebSocket\n\n**UI Components:**\n- `GitPanel.tsx` - Git status panel\n- `TerminalChat.tsx` - Claude Terminal interface\n- `useGit.ts`, `useTerminal.ts` - React hooks\n\nTo set up the clean copy, you'll need to install dependencies:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":757,"cache_read_input_tokens":54585,"cache_creation":{"ephemeral_5m_input_tokens":757,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzL4rd9PAQCReZFNijn6","type":"assistant","uuid":"a9d4bf8b-eac0-4f22-87e2-9c0ac65ea690","timestamp":"2026-01-10T20:29:19.616Z"}
{"parentUuid":"a9d4bf8b-eac0-4f22-87e2-9c0ac65ea690","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01Dqw59JT7ed2dS86EbWJDnF","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017UpsSYf9ybvrAkuqxbvWu4","name":"Bash","input":{"command":"cd \"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\" && python -m venv venv && venv\\Scripts\\pip install -r requirements.txt","description":"Create venv and install Python dependencies","timeout":180000}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":757,"cache_read_input_tokens":54585,"cache_creation":{"ephemeral_5m_input_tokens":757,"ephemeral_1h_input_tokens":0},"output_tokens":490,"service_tier":"standard"}},"requestId":"req_011CWzL4rd9PAQCReZFNijn6","type":"assistant","uuid":"5a8a0ff0-6bca-4c31-884d-e49361d8fcbe","timestamp":"2026-01-10T20:29:20.964Z"}
{"parentUuid":"5a8a0ff0-6bca-4c31-884d-e49361d8fcbe","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 127\n/usr/bin/bash: line 1: venvScriptspip: command not found","is_error":true,"tool_use_id":"toolu_017UpsSYf9ybvrAkuqxbvWu4"}]},"uuid":"df972d87-c470-4b2c-ae78-cb96181c9ea6","timestamp":"2026-01-10T20:29:41.250Z","toolUseResult":"Error: Exit code 127\n/usr/bin/bash: line 1: venvScriptspip: command not found","sourceToolAssistantUUID":"5a8a0ff0-6bca-4c31-884d-e49361d8fcbe"}
{"parentUuid":"df972d87-c470-4b2c-ae78-cb96181c9ea6","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01MsAbnyaTvmPqagd6yxXfo9","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"The backslash got lost. Let me use the Windows-style command properly or use && with proper path escaping.","signature":"EpICCkYICxgCKkCIn5lVahL7n6vjfhYXGn/qL2xXm+W3K174Z0kxpyAF0ILJ2NHb/FI9yY0V15I8J+U6QguFPtLke76gUwwN+xiOEgzUmPiGSGs9Z1pY0B8aDGzZ/DpzNFx75+xZ/SIwHXKAqvFNLpit5SelgS5xnIZ0Bp+/BFughjGQ5qV7Rq2Yk4HRoOsBuFB6h8TARnywKno8dwO0OqJIlL3QXIxETMrZaPQtlB23OAVsWOPzNquMbzW9wLRuE2CYz55DxnAI5Qy1KTCD9LmsO4CNzPXTZQ7fz5G2X3rfJxpvfElzVryD0UIdgstppLmRj6+kn2Lm0/wl84Wn6ayCta2DX04Pn3o8OsosQLbYCQCpBRgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":541,"cache_read_input_tokens":55342,"cache_creation":{"ephemeral_5m_input_tokens":541,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzL79n5XBmR13esPHkZd","type":"assistant","uuid":"a84f4bf7-7edf-40f3-999e-b8f246af624f","timestamp":"2026-01-10T20:29:46.211Z"}
{"parentUuid":"a84f4bf7-7edf-40f3-999e-b8f246af624f","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01MsAbnyaTvmPqagd6yxXfo9","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01FoyxrNrkzHpypqg9B6hf7m","name":"Bash","input":{"command":"cd \"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\" && python -m venv venv && venv/Scripts/pip install -r requirements.txt","description":"Create venv and install Python dependencies","timeout":180000}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":541,"cache_read_input_tokens":55342,"cache_creation":{"ephemeral_5m_input_tokens":541,"ephemeral_1h_input_tokens":0},"output_tokens":177,"service_tier":"standard"}},"requestId":"req_011CWzL79n5XBmR13esPHkZd","type":"assistant","uuid":"ebd808a3-4faf-447e-842a-55e510b8b848","timestamp":"2026-01-10T20:29:47.008Z"}
{"parentUuid":"ebd808a3-4faf-447e-842a-55e510b8b848","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FoyxrNrkzHpypqg9B6hf7m","type":"tool_result","content":"Collecting claude-agent-sdk>=0.1.0 (from -r requirements.txt (line 1))\r\n Using cached claude_agent_sdk-0.1.19-py3-none-win_amd64.whl.metadata (12 kB)\r\nCollecting python-dotenv>=1.0.0 (from -r requirements.txt (line 2))\r\n Using cached python_dotenv-1.2.1-py3-none-any.whl.metadata (25 kB)\r\nCollecting sqlalchemy>=2.0.0 (from -r requirements.txt (line 3))\r\n Using cached sqlalchemy-2.0.45-cp313-cp313-win_amd64.whl.metadata (9.8 kB)\r\nCollecting fastapi>=0.115.0 (from -r requirements.txt (line 4))\r\n Using cached fastapi-0.128.0-py3-none-any.whl.metadata (30 kB)\r\nCollecting uvicorn>=0.32.0 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typing_extensions-4.15.0-py3-none-any.whl (44 kB)\r\nUsing cached typing_inspection-0.4.2-py3-none-any.whl (14 kB)\r\nUsing cached httptools-0.7.1-cp313-cp313-win_amd64.whl (85 kB)\r\nUsing cached pyyaml-6.0.3-cp313-cp313-win_amd64.whl (154 kB)\r\nUsing cached watchfiles-1.1.1-cp313-cp313-win_amd64.whl (288 kB)\r\nUsing cached certifi-2026.1.4-py3-none-any.whl (152 kB)\r\nUsing cached pycparser-2.23-py3-none-any.whl (118 kB)\r\nInstalling collected packages: pywin32, websockets, typing-extensions, ruff, rpds-py, pyyaml, python-multipart, python-dotenv, pyjwt, pygments, pycparser, psutil, pluggy, pathspec, packaging, mypy_extensions, librt, iniconfig, idna, httpx-sse, httptools, h11, greenlet, colorama, certifi, attrs, annotated-types, annotated-doc, aiofiles, typing-inspection, sqlalchemy, referencing, pytest, pydantic-core, mypy, httpcore, click, cffi, anyio, watchfiles, uvicorn, starlette, pydantic, jsonschema-specifications, httpx, cryptography, sse-starlette, pydantic-settings, jsonschema, fastapi, mcp, claude-agent-sdk\r\n\r\nSuccessfully installed aiofiles-25.1.0 annotated-doc-0.0.4 annotated-types-0.7.0 anyio-4.12.1 attrs-25.4.0 certifi-2026.1.4 cffi-2.0.0 claude-agent-sdk-0.1.19 click-8.3.1 colorama-0.4.6 cryptography-46.0.3 fastapi-0.128.0 greenlet-3.3.0 h11-0.16.0 httpcore-1.0.9 httptools-0.7.1 httpx-0.28.1 httpx-sse-0.4.3 idna-3.11 iniconfig-2.3.0 jsonschema-4.26.0 jsonschema-specifications-2025.9.1 librt-0.7.7 mcp-1.25.0 mypy-1.19.1 mypy_extensions-1.1.0 packaging-25.0 pathspec-1.0.3 pluggy-1.6.0 psutil-7.2.1 pycparser-2.23 pydantic-2.12.5 pydantic-core-2.41.5 pydantic-settings-2.12.0 pygments-2.19.2 pyjwt-2.10.1 pytest-9.0.2 python-dotenv-1.2.1 python-multipart-0.0.21 pywin32-311 pyyaml-6.0.3 referencing-0.37.0 rpds-py-0.30.0 ruff-0.14.11 sqlalchemy-2.0.45 sse-starlette-3.1.2 starlette-0.50.0 typing-extensions-4.15.0 typing-inspection-0.4.2 uvicorn-0.40.0 watchfiles-1.1.1 websockets-16.0\r\n\r\n[notice] A new release of pip is available: 25.2 -> 25.3\r\n[notice] To update, run: C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\venv\\Scripts\\python.exe -m pip install --upgrade pip","is_error":false}]},"uuid":"bdc7b933-2538-4d82-ae3f-3e148e63c4a2","timestamp":"2026-01-10T20:55:26.125Z","toolUseResult":{"stdout":"Collecting claude-agent-sdk>=0.1.0 (from -r requirements.txt (line 1))\r\n Using cached claude_agent_sdk-0.1.19-py3-none-win_amd64.whl.metadata (12 kB)\r\nCollecting python-dotenv>=1.0.0 (from -r requirements.txt (line 2))\r\n Using cached python_dotenv-1.2.1-py3-none-any.whl.metadata (25 kB)\r\nCollecting sqlalchemy>=2.0.0 (from -r requirements.txt (line 3))\r\n Using cached sqlalchemy-2.0.45-cp313-cp313-win_amd64.whl.metadata (9.8 kB)\r\nCollecting fastapi>=0.115.0 (from -r requirements.txt (line 4))\r\n Using cached fastapi-0.128.0-py3-none-any.whl.metadata (30 kB)\r\nCollecting uvicorn>=0.32.0 (from uvicorn[standard]>=0.32.0->-r requirements.txt (line 5))\r\n Using cached 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kB)\r\nCollecting annotated-doc>=0.0.2 (from fastapi>=0.115.0->-r requirements.txt (line 4))\r\n Using cached annotated_doc-0.0.4-py3-none-any.whl.metadata (6.6 kB)\r\nCollecting idna>=2.8 (from anyio>=4.0.0->claude-agent-sdk>=0.1.0->-r requirements.txt (line 1))\r\n Using cached idna-3.11-py3-none-any.whl.metadata (8.4 kB)\r\nCollecting click>=7.0 (from uvicorn>=0.32.0->uvicorn[standard]>=0.32.0->-r requirements.txt (line 5))\r\n Using cached click-8.3.1-py3-none-any.whl.metadata (2.6 kB)\r\nCollecting h11>=0.8 (from uvicorn>=0.32.0->uvicorn[standard]>=0.32.0->-r requirements.txt (line 5))\r\n Using cached h11-0.16.0-py3-none-any.whl.metadata (8.3 kB)\r\nCollecting mypy_extensions>=1.0.0 (from mypy>=1.13.0->-r requirements.txt (line 13))\r\n Using cached mypy_extensions-1.1.0-py3-none-any.whl.metadata (1.1 kB)\r\nCollecting pathspec>=0.9.0 (from mypy>=1.13.0->-r requirements.txt (line 13))\r\n Downloading pathspec-1.0.3-py3-none-any.whl.metadata (13 kB)\r\nCollecting librt>=0.6.2 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1))\r\n Using cached cryptography-46.0.3-cp311-abi3-win_amd64.whl.metadata (5.7 kB)\r\nCollecting cffi>=2.0.0 (from cryptography>=3.4.0->pyjwt[crypto]>=2.10.1->mcp>=0.1.0->claude-agent-sdk>=0.1.0->-r requirements.txt (line 1))\r\n Using cached cffi-2.0.0-cp313-cp313-win_amd64.whl.metadata (2.6 kB)\r\nCollecting pycparser (from cffi>=2.0.0->cryptography>=3.4.0->pyjwt[crypto]>=2.10.1->mcp>=0.1.0->claude-agent-sdk>=0.1.0->-r requirements.txt (line 1))\r\n Using cached pycparser-2.23-py3-none-any.whl.metadata (993 bytes)\r\nCollecting httptools>=0.6.3 (from uvicorn[standard]>=0.32.0->-r requirements.txt (line 5))\r\n Using cached httptools-0.7.1-cp313-cp313-win_amd64.whl.metadata (3.6 kB)\r\nCollecting pyyaml>=5.1 (from uvicorn[standard]>=0.32.0->-r requirements.txt (line 5))\r\n Using cached pyyaml-6.0.3-cp313-cp313-win_amd64.whl.metadata (2.4 kB)\r\nCollecting watchfiles>=0.13 (from uvicorn[standard]>=0.32.0->-r requirements.txt (line 5))\r\n Using cached watchfiles-1.1.1-cp313-cp313-win_amd64.whl.metadata (5.0 kB)\r\nUsing cached claude_agent_sdk-0.1.19-py3-none-win_amd64.whl (71.7 MB)\r\nUsing cached python_dotenv-1.2.1-py3-none-any.whl (21 kB)\r\nUsing cached sqlalchemy-2.0.45-cp313-cp313-win_amd64.whl (2.1 MB)\r\nUsing cached fastapi-0.128.0-py3-none-any.whl (103 kB)\r\nUsing cached starlette-0.50.0-py3-none-any.whl (74 kB)\r\nUsing cached anyio-4.12.1-py3-none-any.whl (113 kB)\r\nUsing cached uvicorn-0.40.0-py3-none-any.whl (68 kB)\r\nDownloading websockets-16.0-cp313-cp313-win_amd64.whl (178 kB)\r\nUsing cached python_multipart-0.0.21-py3-none-any.whl (24 kB)\r\nUsing cached psutil-7.2.1-cp37-abi3-win_amd64.whl (136 kB)\r\nUsing cached aiofiles-25.1.0-py3-none-any.whl (14 kB)\r\nDownloading ruff-0.14.11-py3-none-win_amd64.whl (14.0 MB)\r\n ---------------------------------------- 14.0/14.0 MB 5.8 MB/s 0:00:02\r\nUsing cached mypy-1.19.1-cp313-cp313-win_amd64.whl (10.1 MB)\r\nUsing cached pytest-9.0.2-py3-none-any.whl (374 kB)\r\nUsing cached pluggy-1.6.0-py3-none-any.whl (20 kB)\r\nUsing cached annotated_doc-0.0.4-py3-none-any.whl (5.3 kB)\r\nUsing cached click-8.3.1-py3-none-any.whl (108 kB)\r\nUsing cached colorama-0.4.6-py2.py3-none-any.whl (25 kB)\r\nUsing cached greenlet-3.3.0-cp313-cp313-win_amd64.whl (301 kB)\r\nUsing cached h11-0.16.0-py3-none-any.whl (37 kB)\r\nUsing cached idna-3.11-py3-none-any.whl (71 kB)\r\nUsing cached iniconfig-2.3.0-py3-none-any.whl (7.5 kB)\r\nUsing cached librt-0.7.7-cp313-cp313-win_amd64.whl (49 kB)\r\nUsing cached mcp-1.25.0-py3-none-any.whl (233 kB)\r\nUsing cached pydantic-2.12.5-py3-none-any.whl (463 kB)\r\nUsing cached pydantic_core-2.41.5-cp313-cp313-win_amd64.whl (2.0 MB)\r\nUsing cached annotated_types-0.7.0-py3-none-any.whl (13 kB)\r\nUsing cached httpx-0.28.1-py3-none-any.whl (73 kB)\r\nUsing cached httpcore-1.0.9-py3-none-any.whl (78 kB)\r\nUsing cached httpx_sse-0.4.3-py3-none-any.whl (9.0 kB)\r\nUsing cached jsonschema-4.26.0-py3-none-any.whl (90 kB)\r\nUsing cached attrs-25.4.0-py3-none-any.whl (67 kB)\r\nUsing cached jsonschema_specifications-2025.9.1-py3-none-any.whl (18 kB)\r\nUsing cached mypy_extensions-1.1.0-py3-none-any.whl (5.0 kB)\r\nUsing cached packaging-25.0-py3-none-any.whl (66 kB)\r\nDownloading pathspec-1.0.3-py3-none-any.whl (55 kB)\r\nUsing cached pydantic_settings-2.12.0-py3-none-any.whl (51 kB)\r\nUsing cached pygments-2.19.2-py3-none-any.whl (1.2 MB)\r\nUsing cached PyJWT-2.10.1-py3-none-any.whl (22 kB)\r\nUsing cached cryptography-46.0.3-cp311-abi3-win_amd64.whl (3.5 MB)\r\nUsing cached cffi-2.0.0-cp313-cp313-win_amd64.whl (183 kB)\r\nUsing cached pywin32-311-cp313-cp313-win_amd64.whl (9.5 MB)\r\nUsing cached referencing-0.37.0-py3-none-any.whl (26 kB)\r\nUsing cached rpds_py-0.30.0-cp313-cp313-win_amd64.whl (240 kB)\r\nUsing cached sse_starlette-3.1.2-py3-none-any.whl (12 kB)\r\nUsing cached typing_extensions-4.15.0-py3-none-any.whl (44 kB)\r\nUsing cached typing_inspection-0.4.2-py3-none-any.whl (14 kB)\r\nUsing cached httptools-0.7.1-cp313-cp313-win_amd64.whl (85 kB)\r\nUsing cached pyyaml-6.0.3-cp313-cp313-win_amd64.whl (154 kB)\r\nUsing cached watchfiles-1.1.1-cp313-cp313-win_amd64.whl (288 kB)\r\nUsing cached certifi-2026.1.4-py3-none-any.whl (152 kB)\r\nUsing cached pycparser-2.23-py3-none-any.whl (118 kB)\r\nInstalling collected packages: pywin32, websockets, typing-extensions, ruff, rpds-py, pyyaml, python-multipart, python-dotenv, pyjwt, pygments, pycparser, psutil, pluggy, pathspec, packaging, mypy_extensions, librt, iniconfig, idna, httpx-sse, httptools, h11, greenlet, colorama, certifi, attrs, annotated-types, annotated-doc, aiofiles, typing-inspection, sqlalchemy, referencing, pytest, pydantic-core, mypy, httpcore, click, cffi, anyio, watchfiles, uvicorn, starlette, pydantic, jsonschema-specifications, httpx, cryptography, sse-starlette, pydantic-settings, jsonschema, fastapi, mcp, claude-agent-sdk\r\n\r\nSuccessfully installed aiofiles-25.1.0 annotated-doc-0.0.4 annotated-types-0.7.0 anyio-4.12.1 attrs-25.4.0 certifi-2026.1.4 cffi-2.0.0 claude-agent-sdk-0.1.19 click-8.3.1 colorama-0.4.6 cryptography-46.0.3 fastapi-0.128.0 greenlet-3.3.0 h11-0.16.0 httpcore-1.0.9 httptools-0.7.1 httpx-0.28.1 httpx-sse-0.4.3 idna-3.11 iniconfig-2.3.0 jsonschema-4.26.0 jsonschema-specifications-2025.9.1 librt-0.7.7 mcp-1.25.0 mypy-1.19.1 mypy_extensions-1.1.0 packaging-25.0 pathspec-1.0.3 pluggy-1.6.0 psutil-7.2.1 pycparser-2.23 pydantic-2.12.5 pydantic-core-2.41.5 pydantic-settings-2.12.0 pygments-2.19.2 pyjwt-2.10.1 pytest-9.0.2 python-dotenv-1.2.1 python-multipart-0.0.21 pywin32-311 pyyaml-6.0.3 referencing-0.37.0 rpds-py-0.30.0 ruff-0.14.11 sqlalchemy-2.0.45 sse-starlette-3.1.2 starlette-0.50.0 typing-extensions-4.15.0 typing-inspection-0.4.2 uvicorn-0.40.0 watchfiles-1.1.1 websockets-16.0\r\n\r\n[notice] A new release of pip is available: 25.2 -> 25.3\r\n[notice] To update, run: C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\venv\\Scripts\\python.exe -m pip install --upgrade pip\r","stderr":"","interrupted":false,"isImage":false},"sourceToolAssistantUUID":"ebd808a3-4faf-447e-842a-55e510b8b848"}
{"parentUuid":"bdc7b933-2538-4d82-ae3f-3e148e63c4a2","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_011ayiyrWMURHGbmQb5Yb8pf","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Python dependencies installed successfully. Now let's install the UI dependencies.","signature":"EvoBCkYICxgCKkCKS+0tlXsykFmXNxtJlCuTdmRT60LpkwSx4AaZUUBOEGTFWHE3IgRaIjpscbjaOVxKz9Fx1i8eGHTrQ1SvXL6DEgyo/ntE7HDCDyIcAFIaDDAFWfCUf4UXkOj2bCIwRjYleXqvgoNXE2lpIfzpWz5mg5ow8z2zwwc7LQEC08dAOQMD4P6FqJ9PXvgbT20eKmKjkvf6PbbCKsC3a1eJIMs4CxryWJvLVBEKpneIdSeeQgq0j680UlCQ8ALxtIDNS8wNX8E+z9sEayuzl+hjoAyi+aqoVC7TCrj8vuFHxiWHv8PIA4DwiLNx72CRGDIq1LxnRxgB"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":48842,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":48842,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzN52fsZsCjRPDCNpyuQ","type":"assistant","uuid":"797438bc-d3cc-4d82-8632-a29e3e787c4f","timestamp":"2026-01-10T20:55:30.186Z"}
{"parentUuid":"797438bc-d3cc-4d82-8632-a29e3e787c4f","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_011ayiyrWMURHGbmQb5Yb8pf","type":"message","role":"assistant","content":[{"type":"text","text":"Python dependencies installed. Now installing UI dependencies:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":48842,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":48842,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzN52fsZsCjRPDCNpyuQ","type":"assistant","uuid":"ce26cfed-4a88-46fd-bfe0-7333eb73a402","timestamp":"2026-01-10T20:55:30.562Z"}
{"parentUuid":"ce26cfed-4a88-46fd-bfe0-7333eb73a402","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_011ayiyrWMURHGbmQb5Yb8pf","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MdsbwgaMTpfVEdQu4PsbeL","name":"Bash","input":{"command":"cd \"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\ui\" && npm install","description":"Install UI npm dependencies","timeout":180000}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":48842,"cache_read_input_tokens":13365,"cache_creation":{"ephemeral_5m_input_tokens":48842,"ephemeral_1h_input_tokens":0},"output_tokens":156,"service_tier":"standard"}},"requestId":"req_011CWzN52fsZsCjRPDCNpyuQ","type":"assistant","uuid":"308b0cd3-9872-4deb-9474-3e20cf184c51","timestamp":"2026-01-10T20:55:31.500Z"}
{"parentUuid":"308b0cd3-9872-4deb-9474-3e20cf184c51","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MdsbwgaMTpfVEdQu4PsbeL","type":"tool_result","content":"added 297 packages, and audited 298 packages in 11s\n\n60 packages are looking for funding\n run `npm fund` for details\n\n2 moderate severity vulnerabilities\n\nTo address all issues (including breaking changes), run:\n npm audit fix --force\n\nRun `npm audit` for details.","is_error":false}]},"uuid":"3c44e531-3a13-461e-bd88-d18966af4a9a","timestamp":"2026-01-10T20:55:48.556Z","toolUseResult":{"stdout":"added 297 packages, and audited 298 packages in 11s\n\n60 packages are looking for funding\n run `npm fund` for details\n\n2 moderate severity vulnerabilities\n\nTo address all issues (including breaking changes), run:\n npm audit fix --force\n\nRun `npm audit` for details.\r","stderr":"","interrupted":false,"isImage":false},"sourceToolAssistantUUID":"308b0cd3-9872-4deb-9474-3e20cf184c51"}
{"parentUuid":"3c44e531-3a13-461e-bd88-d18966af4a9a","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01CRE8Jez5pjHzTuDMxLNgdD","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"UI dependencies installed. Now let me build the UI so the production build is ready.","signature":"EvwBCkYICxgCKkDTmzwSohl4B3+DPV5qOAbxjHvLV7w0JQuxVrcwSvmDvl52QjV+zzYZo1abRua68a7TrMIOp9R2tUf1d+OUwzINEgzqIdWXuJfJHooa/HsaDK/g+xwkCVCIjgb4YiIw/OrN5a4a4DW21+a5KVTVTtOWue/ylb4/dAwBkEarYxMU9DGfcs/NAXmYclm6THXdKmQKlrEBLaAZmT8PPI46/nCZ5LLqAWKljhbJXDwRWtMCr7iVwYycqHmpkcyF/UFHJ/kDpO1zlsK2LChu+9ABPI4eEjTY4AboH0v6B5fdh4BJCzaGjT9/hgjeZiUGFeQCGJhpjyphGAE="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":347,"cache_read_input_tokens":62207,"cache_creation":{"ephemeral_5m_input_tokens":347,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzN6gZD4F1xs1uPVdK2h","type":"assistant","uuid":"ae5dce49-77fe-48c1-9801-6e3647b52925","timestamp":"2026-01-10T20:55:51.870Z"}
{"parentUuid":"ae5dce49-77fe-48c1-9801-6e3647b52925","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01CRE8Jez5pjHzTuDMxLNgdD","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01VWi6cSToprHsZ5K8kQC6G3","name":"Bash","input":{"command":"cd \"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\ui\" && npm run build","description":"Build the UI for production","timeout":120000}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":347,"cache_read_input_tokens":62207,"cache_creation":{"ephemeral_5m_input_tokens":347,"ephemeral_1h_input_tokens":0},"output_tokens":152,"service_tier":"standard"}},"requestId":"req_011CWzN6gZD4F1xs1uPVdK2h","type":"assistant","uuid":"a6748b1d-4637-4869-8b38-a7da91d33d1d","timestamp":"2026-01-10T20:55:52.573Z"}
{"parentUuid":"a6748b1d-4637-4869-8b38-a7da91d33d1d","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 1\n\n> autocoder@1.0.0 build\n> tsc -b && vite build\n\nsrc/App.tsx(376,33): error TS2741: Property 'onClose' is missing in type '{ projectName: string; }' but required in type 'TerminalChatProps'.\r\nsrc/components/GitPanel.tsx(26,18): error TS6133: 'GitStatus' is declared but its value is never read.\r\nsrc/components/GitPanel.tsx(217,9): error TS6133: 'totalChanges' is declared but its value is never read.\r\nsrc/components/TerminalChat.tsx(24,27): error TS2307: Cannot find module 'react-markdown' or its corresponding type declarations.\r\nsrc/hooks/useGit.ts(413,50): error TS2345: Argument of type 'string | undefined' is not assignable to parameter of type 'string'.\r\n Type 'undefined' is not assignable to type 'string'.","is_error":true,"tool_use_id":"toolu_01VWi6cSToprHsZ5K8kQC6G3"}]},"uuid":"d56ff61a-7869-4b95-b890-4afaa0bd1ebc","timestamp":"2026-01-10T20:56:00.381Z","toolUseResult":"Error: Exit code 1\n\n> autocoder@1.0.0 build\n> tsc -b && vite build\n\nsrc/App.tsx(376,33): error TS2741: Property 'onClose' is missing in type '{ projectName: string; }' but required in type 'TerminalChatProps'.\r\nsrc/components/GitPanel.tsx(26,18): error TS6133: 'GitStatus' is declared but its value is never read.\r\nsrc/components/GitPanel.tsx(217,9): error TS6133: 'totalChanges' is declared but its value is never read.\r\nsrc/components/TerminalChat.tsx(24,27): error TS2307: Cannot find module 'react-markdown' or its corresponding type declarations.\r\nsrc/hooks/useGit.ts(413,50): error TS2345: Argument of type 'string | undefined' is not assignable to parameter of type 'string'.\r\n Type 'undefined' is not assignable to type 'string'.","sourceToolAssistantUUID":"a6748b1d-4637-4869-8b38-a7da91d33d1d"}
{"parentUuid":"d56ff61a-7869-4b95-b890-4afaa0bd1ebc","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01HDTXwzMGSqEBnnjxrzkGTL","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"There are TypeScript errors. Let me fix them:\n\n1. `App.tsx(376,33)`: TerminalChat is missing onClose prop\n2. `GitPanel.tsx(26,18)`: Unused import GitStatus\n3. `GitPanel.tsx(217,9)`: Unused variable totalChanges\n4. `TerminalChat.tsx(24,27)`: Missing react-markdown module\n5. `useGit.ts(413,50)`: string | undefined not assignable to string\n\nLet me fix these issues.","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":420,"cache_read_input_tokens":62554,"cache_creation":{"ephemeral_5m_input_tokens":420,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzN7YXY6aqonRUcCZb2v","type":"assistant","uuid":"066eb994-4200-4f59-ad9e-92e4b9955a20","timestamp":"2026-01-10T20:56:04.732Z"}
{"parentUuid":"066eb994-4200-4f59-ad9e-92e4b9955a20","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01HDTXwzMGSqEBnnjxrzkGTL","type":"message","role":"assistant","content":[{"type":"text","text":"There are some TypeScript errors to fix. Let me address them:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":420,"cache_read_input_tokens":62554,"cache_creation":{"ephemeral_5m_input_tokens":420,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzN7YXY6aqonRUcCZb2v","type":"assistant","uuid":"19e2e5d1-7769-48c5-9e15-36481faf39c3","timestamp":"2026-01-10T20:56:04.897Z"}
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{"parentUuid":"bfd300df-e054-47e9-bafc-5d330e675902","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01HDTXwzMGSqEBnnjxrzkGTL","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01875zwi95zm1LPqk3nz9YHD","name":"Read","input":{"file_path":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\ui\\src\\components\\TerminalChat.tsx","offset":1,"limit":50}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":420,"cache_read_input_tokens":62554,"cache_creation":{"ephemeral_5m_input_tokens":420,"ephemeral_1h_input_tokens":0},"output_tokens":378,"service_tier":"standard"}},"requestId":"req_011CWzN7YXY6aqonRUcCZb2v","type":"assistant","uuid":"ae5651f6-78c0-4dbf-8a4d-b6708e242a76","timestamp":"2026-01-10T20:56:06.583Z"}
{"parentUuid":"bfd300df-e054-47e9-bafc-5d330e675902","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CUpmmkQfZERuUjdVY1Nbiz","type":"tool_result","content":" 370→ \n 371→ \n 372→
\n 373→\n 374→ {/* Terminal Chat area */}\n 375→
\n 376→ {terminalOpen && }\n 377→
\n 378→ \n 379→ >\n 380→ )}\n 381→ \n 382→ )\n 383→}\n 384→\n 385→export default App\n 386→\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"c1b4a5ae-753a-4234-8857-ad6ac1dc2b74","timestamp":"2026-01-10T20:56:12.164Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\ui\\src\\App.tsx","content":" \n \n \n\n {/* Terminal Chat area */}\n
\n 50→ \n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"301fe3a7-27a4-488f-80bb-4e3b21da7cf4","timestamp":"2026-01-10T20:56:12.164Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\ui\\src\\components\\TerminalChat.tsx","content":"/**\n * Terminal Chat Component\n *\n * Interactive Claude terminal for resource management, infrastructure\n * discovery, and system administration tasks.\n */\n\nimport { useCallback, useEffect, useRef, useState } from 'react'\nimport {\n Send,\n X,\n AlertCircle,\n Wifi,\n WifiOff,\n RotateCcw,\n Server,\n RefreshCw,\n Terminal as TerminalIcon,\n ChevronDown,\n ChevronUp,\n} from 'lucide-react'\nimport { useTerminal, type TerminalMessage, type Resource } from '../hooks/useTerminal'\nimport { TypingIndicator } from './TypingIndicator'\nimport ReactMarkdown from 'react-markdown'\n\ninterface TerminalChatProps {\n projectName: string\n onClose: () => void\n}\n\n// Message component for terminal\nfunction TerminalMessageItem({ message }: { message: TerminalMessage }) {\n const isUser = message.role === 'user'\n const isSystem = message.role === 'system'\n\n return (\n
\n
\n
\n {!isUser && !isSystem && (\n
\n ","numLines":50,"startLine":1,"totalLines":445}},"sourceToolAssistantUUID":"ae5651f6-78c0-4dbf-8a4d-b6708e242a76"}
{"parentUuid":"301fe3a7-27a4-488f-80bb-4e3b21da7cf4","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01KxFR7qypg3pnmiALVbcSED","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"I see the issues:\n\n1. TerminalChat requires `onClose` prop but App.tsx isn't providing it\n2. react-markdown is not installed\n3. GitPanel has unused imports\n4. useGit has a type issue\n\nLet me fix these:\n\n1. First, install react-markdown\n2. Fix App.tsx to pass onClose to TerminalChat\n3. Fix GitPanel unused imports\n4. Fix useGit type issue","signature":"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"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":3340,"cache_read_input_tokens":62974,"cache_creation":{"ephemeral_5m_input_tokens":3340,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzN8UYhhXaUfM3YhzpKT","type":"assistant","uuid":"a1490ebb-5dda-45b0-bc16-89cc7ef03920","timestamp":"2026-01-10T20:56:18.125Z"}
{"parentUuid":"a1490ebb-5dda-45b0-bc16-89cc7ef03920","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01KxFR7qypg3pnmiALVbcSED","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014PCKXiEo8C45y1c67JGkm6","name":"Bash","input":{"command":"cd \"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\ui\" && npm install react-markdown","description":"Install missing react-markdown package"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":3340,"cache_read_input_tokens":62974,"cache_creation":{"ephemeral_5m_input_tokens":3340,"ephemeral_1h_input_tokens":0},"output_tokens":221,"service_tier":"standard"}},"requestId":"req_011CWzN8UYhhXaUfM3YhzpKT","type":"assistant","uuid":"c4f19a62-c451-44c9-a2bb-3d46535e6f49","timestamp":"2026-01-10T20:56:19.557Z"}
{"parentUuid":"c4f19a62-c451-44c9-a2bb-3d46535e6f49","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014PCKXiEo8C45y1c67JGkm6","type":"tool_result","content":"added 79 packages, and audited 377 packages in 5s\n\n126 packages are looking for funding\n run `npm fund` for details\n\n2 moderate severity vulnerabilities\n\nTo address all issues (including breaking changes), run:\n npm audit fix --force\n\nRun `npm audit` for details.","is_error":false}]},"uuid":"515c042e-6fad-4bc5-8bad-429c6d942312","timestamp":"2026-01-10T20:56:29.034Z","toolUseResult":{"stdout":"added 79 packages, and audited 377 packages in 5s\n\n126 packages are looking for funding\n run `npm fund` for details\n\n2 moderate severity vulnerabilities\n\nTo address all issues (including breaking changes), run:\n npm audit fix --force\n\nRun `npm audit` for details.\r","stderr":"","interrupted":false,"isImage":false},"sourceToolAssistantUUID":"c4f19a62-c451-44c9-a2bb-3d46535e6f49"}
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useProjectWebSocket } from './hooks/useWebSocket'\nimport { useFeatureSound } from './hooks/useFeatureSound'\nimport { useCelebration } from './hooks/useCelebration'\n\nconst STORAGE_KEY = 'autocoder-selected-project'\nimport { ProjectSelector } from './components/ProjectSelector'\nimport { KanbanBoard } from './components/KanbanBoard'\nimport { AgentControl } from './components/AgentControl'\nimport { ProgressDashboard } from './components/ProgressDashboard'\nimport { SetupWizard } from './components/SetupWizard'\nimport { AddFeatureForm } from './components/AddFeatureForm'\nimport { FeatureModal } from './components/FeatureModal'\nimport { DebugLogViewer } from './components/DebugLogViewer'\nimport { AgentThought } from './components/AgentThought'\nimport { AssistantFAB } from './components/AssistantFAB'\nimport { AssistantPanel } from './components/AssistantPanel'\nimport { GitPanel } from './components/GitPanel'\nimport { TerminalChat } from './components/TerminalChat'\nimport { Plus, Loader2, GitBranch, Terminal, X } from 'lucide-react'\nimport type { Feature } from './lib/types'\n\nfunction App() {\n // Initialize selected project from localStorage\n const [selectedProject, setSelectedProject] = useState(() => {\n try {\n return localStorage.getItem(STORAGE_KEY)\n } catch {\n return null\n }\n })\n const [showAddFeature, setShowAddFeature] = useState(false)\n const [selectedFeature, setSelectedFeature] = useState(null)\n const [setupComplete, setSetupComplete] = useState(true) // Start optimistic\n const [debugOpen, setDebugOpen] = useState(false)\n const [debugPanelHeight, setDebugPanelHeight] = useState(288) // Default height\n const [assistantOpen, setAssistantOpen] = useState(false)\n const [gitPanelOpen, setGitPanelOpen] = useState(false)\n const [terminalOpen, setTerminalOpen] = useState(false)\n\n const { data: projects, isLoading: projectsLoading } = useProjects()\n const { data: features } = useFeatures(selectedProject)\n const { data: agentStatusData } = useAgentStatus(selectedProject)\n const wsState = useProjectWebSocket(selectedProject)\n\n // Play sounds when features move between columns\n useFeatureSound(features)\n\n // Celebrate when all features are complete\n useCelebration(features, selectedProject)\n\n // Persist selected project to localStorage\n const handleSelectProject = useCallback((project: string | null) => {\n setSelectedProject(project)\n try {\n if (project) {\n localStorage.setItem(STORAGE_KEY, project)\n } else {\n localStorage.removeItem(STORAGE_KEY)\n }\n } catch {\n // localStorage not available\n }\n }, [])\n\n // Validate stored project exists (clear if project was deleted)\n useEffect(() => {\n if (selectedProject && projects && !projects.some(p => p.name === selectedProject)) {\n handleSelectProject(null)\n }\n }, [selectedProject, projects, handleSelectProject])\n\n // Keyboard shortcuts\n useEffect(() => {\n const handleKeyDown = (e: KeyboardEvent) => {\n // Ignore if user is typing in an input\n if (e.target instanceof HTMLInputElement || e.target instanceof HTMLTextAreaElement) {\n return\n }\n\n // D : Toggle debug window\n if (e.key === 'd' || e.key === 'D') {\n e.preventDefault()\n setDebugOpen(prev => !prev)\n }\n\n // N : Add new feature (when project selected)\n if ((e.key === 'n' || e.key === 'N') && selectedProject) {\n e.preventDefault()\n setShowAddFeature(true)\n }\n\n // A : Toggle assistant panel (when project selected)\n if ((e.key === 'a' || e.key === 'A') && selectedProject) {\n e.preventDefault()\n setAssistantOpen(prev => !prev)\n }\n\n // G : Toggle git panel (when project selected)\n if ((e.key === 'g' || e.key === 'G') && selectedProject) {\n e.preventDefault()\n setGitPanelOpen(prev => !prev)\n }\n\n // T : Toggle terminal panel (when project selected)\n if ((e.key === 't' || e.key === 'T') && selectedProject) {\n e.preventDefault()\n setTerminalOpen(prev => !prev)\n }\n\n // Escape : Close modals\n if (e.key === 'Escape') {\n if (terminalOpen) {\n setTerminalOpen(false)\n } else if (gitPanelOpen) {\n setGitPanelOpen(false)\n } else if (assistantOpen) {\n setAssistantOpen(false)\n } else if (showAddFeature) {\n setShowAddFeature(false)\n } else if (selectedFeature) {\n setSelectedFeature(null)\n } else if (debugOpen) {\n setDebugOpen(false)\n }\n }\n }\n\n window.addEventListener('keydown', handleKeyDown)\n return () => window.removeEventListener('keydown', handleKeyDown)\n }, [selectedProject, showAddFeature, selectedFeature, debugOpen, assistantOpen, gitPanelOpen, terminalOpen])\n\n // Combine WebSocket progress with feature data\n const progress = wsState.progress.total > 0 ? wsState.progress : {\n passing: features?.done.length ?? 0,\n total: (features?.pending.length ?? 0) + (features?.in_progress.length ?? 0) + (features?.done.length ?? 0),\n percentage: 0,\n }\n\n if (progress.total > 0 && progress.percentage === 0) {\n progress.percentage = Math.round((progress.passing / progress.total) * 100 * 10) / 10\n }\n\n if (!setupComplete) {\n return setSetupComplete(true)} />\n }\n\n return (\n
\n 128→ )\n 129→}\n 130→\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"}]},"uuid":"07e50db6-29ed-4b8d-bd1e-ceb303f305d6","timestamp":"2026-01-10T21:07:59.716Z","toolUseResult":{"type":"text","file":{"filePath":"C:\\Users\\MikeSwanson\\claude-projects\\Autocode-remix\\Autocoder-2.0\\ui\\src\\components\\ProjectSelector.tsx","content":"import { useState } from 'react'\nimport { ChevronDown, Plus, FolderOpen, Loader2 } from 'lucide-react'\nimport type { ProjectSummary } from '../lib/types'\nimport { NewProjectModal } from './NewProjectModal'\n\ninterface ProjectSelectorProps {\n projects: ProjectSummary[]\n selectedProject: string | null\n onSelectProject: (name: string | null) => void\n isLoading: boolean\n}\n\nexport function ProjectSelector({\n projects,\n selectedProject,\n onSelectProject,\n isLoading,\n}: ProjectSelectorProps) {\n const [isOpen, setIsOpen] = useState(false)\n const [showNewProjectModal, setShowNewProjectModal] = useState(false)\n\n const handleProjectCreated = (projectName: string) => {\n onSelectProject(projectName)\n setIsOpen(false)\n }\n\n const selectedProjectData = projects.find(p => p.name === selectedProject)\n\n return (\n
\n >\n )\n}\n","structuredPatch":[],"originalFile":null},"sourceToolAssistantUUID":"35d9b6e3-877a-48fe-a5dc-6dc2016a9a69"}
{"parentUuid":"c3262239-34b3-4a07-ae50-38ef277f02a8","isSidechain":false,"userType":"external","cwd":"C:\\Users\\MikeSwanson\\claude-projects","sessionId":"9b0508e7-d6ae-4a06-aed2-926ed6af56b0","version":"2.1.3","gitBranch":"main","slug":"floofy-pondering-sphinx","message":{"model":"claude-opus-4-5-20251101","id":"msg_01UJfA5jWqggKR4LWpDypxXo","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"Now I need to update the ProjectSelector to include a delete button. Let me add a delete icon to each project in the dropdown that triggers the delete modal.","signature":"EsYCCkYICxgCKkDGP3vaS+zBgl1z1hKMKo+QkYUfFie1Fd7se02+velcEsScwXtSVoXCShlgCHRu/UkjeUWdjWk7KGldXZBonK7cEgxAnb71vzEhG57gTu0aDF64+/2SCEY+wcT1QCIwxpe4VWoBLqgkxi7mrFExWbRaUqWWG+wpot/mBDbKwOnolwn80kPyts7H+ckmgmyyKq0BY5Fnm/qIsGo/0sdzHCOmUtwd+pSB+HUqX3D0Jk2+bGB/4VcjRzmbP0eslcHNIYLqB6DN5HkDvMkrALEXF5Ae+onY5j8Szj+QgBnuoxSxht1P7H+uk4RAi+gI3Scidl24jNy825LNSJdls0NSvQt+A/GRWm3+dpp/1p+AaFqyDnKc7Ii8T6/Ks8ZHNjJui1wgPZCzmGIRkR7ZDy45Xi1zKLLehG2/c/1W/eIPVzQYAQ=="}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":2003,"cache_read_input_tokens":89160,"cache_creation":{"ephemeral_5m_input_tokens":2003,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"requestId":"req_011CWzP8Q5Bu3Smxo74udT5y","type":"assistant","uuid":"788465ad-8f5d-459f-a507-3f80c331bd16","timestamp":"2026-01-10T21:09:23.047Z"}
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