claudetools/docs/archives/agent-deliveries/AUTOCODER_EXTRACTION_REPORT.md

AutoCoder Resources Extraction Report

Date: 2026-01-17 Source: AutoCoder project (Autocode-remix fork) Destination: D:\ClaudeTools Status: Successfully Completed

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Extraction Summary

Successfully extracted and organized MCP servers, commands, skills, and templates from the imported AutoCoder project into ClaudeTools.

Total Items Extracted: 13 files across 4 categories

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Files Extracted

1. Commands (3 files)

Location: D:\ClaudeTools\.claude\commands\

File	Size	Source	Purpose
checkpoint.md	1.8 KB	AutoCoder	Create development checkpoint with commit
create-spec.md	19 KB	AutoCoder	Create app specification for autonomous coding
sync.md	6.0 KB	Existing	Cross-machine context synchronization

New Commands: 2 (checkpoint, create-spec) Existing Commands: 1 (sync)

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2. Skills (2 files)

Location: D:\ClaudeTools\.claude\skills\frontend-design\

File	Size	Source	Purpose
SKILL.md	4.4 KB	AutoCoder	Frontend design skill definition
LICENSE.txt	10 KB	AutoCoder	Skill license information

New Skills: 1 (frontend-design)

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3. Templates (4 files)

Location: D:\ClaudeTools\.claude\templates\

File	Size	Source	Purpose
app_spec.template.txt	8.9 KB	AutoCoder	Application specification template
coding_prompt.template.md	14 KB	AutoCoder	Standard autonomous coding prompt
coding_prompt_yolo.template.md	7.8 KB	AutoCoder	Fast-paced coding prompt
initializer_prompt.template.md	19 KB	AutoCoder	Project initialization prompt

New Templates: 4 (all new - directory created)

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4. MCP Server (4 files)

Location: D:\ClaudeTools\mcp-servers\feature-management\

File	Size	Source	Purpose
feature_mcp.py	14 KB	AutoCoder	Feature management MCP server
__init__.py	49 bytes	AutoCoder	Python module marker
README.md	11 KB	Created	Server documentation
config.example.json	2.6 KB	Created	Configuration example

New MCP Servers: 1 (feature-management)

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Directory Structure Created

D:\ClaudeTools/
├── .claude/
│   ├── commands/
│   │   ├── sync.md              [EXISTING]
│   │   ├── create-spec.md       [NEW - AutoCoder]
│   │   └── checkpoint.md        [NEW - AutoCoder]
│   │
│   ├── skills/                  [NEW DIRECTORY]
│   │   └── frontend-design/     [NEW - AutoCoder]
│   │       ├── SKILL.md
│   │       └── LICENSE.txt
│   │
│   └── templates/               [NEW DIRECTORY]
│       ├── app_spec.template.txt            [NEW - AutoCoder]
│       ├── coding_prompt.template.md        [NEW - AutoCoder]
│       ├── coding_prompt_yolo.template.md   [NEW - AutoCoder]
│       └── initializer_prompt.template.md   [NEW - AutoCoder]
│
└── mcp-servers/                 [NEW DIRECTORY]
    └── feature-management/      [NEW - AutoCoder]
        ├── feature_mcp.py       [AutoCoder]
        ├── __init__.py          [AutoCoder]
        ├── README.md            [Created]
        └── config.example.json  [Created]

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Documentation Created

1. AUTOCODER_INTEGRATION.md

Location: D:\ClaudeTools\AUTOCODER_INTEGRATION.md Size: Comprehensive integration guide

Contents:

• Overview of extracted resources
• Directory structure
• Detailed documentation for each command
• Detailed documentation for each skill
• Detailed documentation for each template
• MCP server setup guide
• Typical autonomous coding workflow
• Integration with ClaudeTools API
• Configuration examples
• Testing procedures
• Troubleshooting guide
• Best practices
• Migration notes

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2. MCP Server README

Location: D:\ClaudeTools\mcp-servers\feature-management\README.md Size: 11 KB

Contents:

• MCP server overview
• Architecture details
• Database schema
• All 8 available tools documented
• Installation & configuration
• Typical workflow examples
• Integration with ClaudeTools
• Troubleshooting
• Differences from REST API

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3. MCP Server Config Example

Location: D:\ClaudeTools\mcp-servers\feature-management\config.example.json Size: 2.6 KB

Contents:

• Example Claude Desktop configuration
• Platform-specific examples (Windows, macOS, Linux)
• Virtual environment examples
• Full configuration example with multiple MCP servers

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4. Updated CLAUDE.md

Location: D:\ClaudeTools\.claude\CLAUDE.md Changes:

• Updated project structure to show new directories
• Added AutoCoder resources to Important Files section
• Added available commands to Quick Reference
• Added available skills to Quick Reference
• Added reference to AUTOCODER_INTEGRATION.md

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Source Information

Original Source Location

C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocode-fork\autocoder-master\
├── .claude/
│   ├── commands/
│   │   ├── checkpoint.md
│   │   ├── create-spec.md
│   │   └── import-spec.md         [NOT COPIED - not requested]
│   ├── skills/
│   │   └── frontend-design/
│   └── templates/
└── mcp_server/
    ├── feature_mcp.py
    └── __init__.py

Conversation History

• Location: D:\ClaudeTools\imported-conversations\auto-claude-variants\autocode-remix-fork\
• Files: 85 JSONL conversation files
• Size: 37 MB

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Verification

File Integrity Check

All files verified successfully:

Commands:       3 files ✓
Skills:         2 files ✓
Templates:      4 files ✓
MCP Server:     4 files ✓
Documentation:  4 files ✓
-----------------------------------
Total:         17 files ✓

File Permissions

• All .md files: readable (644)
• All .txt files: readable (644)
• All .py files: executable (755)
• All .json files: readable (644)

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How to Activate Each Component

Commands

Already active - No configuration needed

Commands are automatically available in Claude Code:

/create-spec     # Create app specification
/checkpoint      # Create development checkpoint

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Skills

Already active - No configuration needed

Skills are automatically available in Claude Code:

/frontend-design  # Activate frontend design skill

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Templates

Already active - Used internally by commands

Templates are used by:

• /create-spec uses app_spec.template.txt
• Autonomous coding agents use coding_prompt.template.md
• Fast prototyping uses coding_prompt_yolo.template.md
• Project initialization uses initializer_prompt.template.md

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MCP Server

Requires configuration

Step 1: Install Dependencies

# Activate virtual environment
D:\ClaudeTools\venv\Scripts\activate

# Install required packages
pip install fastmcp sqlalchemy pydantic

Step 2: Configure Claude Desktop

Edit Claude Desktop configuration file:

• Windows: %APPDATA%\Claude\claude_desktop_config.json

Add this configuration:

{
  "mcpServers": {
    "features": {
      "command": "python",
      "args": ["D:\\ClaudeTools\\mcp-servers\\feature-management\\feature_mcp.py"],
      "env": {
        "PROJECT_DIR": "D:\\ClaudeTools\\projects\\your-project"
      }
    }
  }
}

Step 3: Restart Claude Desktop

Close and reopen Claude Desktop for changes to take effect.

Step 4: Verify

You should now have access to these MCP tools:

• feature_get_stats
• feature_get_next
• feature_mark_passing
• feature_mark_in_progress
• feature_skip
• feature_clear_in_progress
• feature_get_for_regression
• feature_create_bulk

Full setup guide: See AUTOCODER_INTEGRATION.md

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Integration Points with ClaudeTools

1. Context Recall System

Feature completions can be logged to the context recall system:

POST /api/conversation-contexts
{
  "context_type": "feature_completion",
  "title": "Completed Feature: User Authentication",
  "dense_summary": "Implemented JWT-based authentication...",
  "tags": ["authentication", "feature", "jwt"]
}

2. Decision Logging

Architectural decisions can be tracked:

POST /api/decision-logs
{
  "decision_type": "technical",
  "decision_text": "Use JWT for authentication",
  "rationale": "Stateless, scalable, industry standard",
  "tags": ["authentication", "architecture"]
}

3. Session Tracking

Feature work can be tracked with sessions:

POST /api/sessions
{
  "project_id": "uuid",
  "metadata": {"feature_id": 15, "feature_name": "User login"}
}

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Testing the Integration

Test Commands

# Test create-spec
/create-spec
# Should display specification creation interface

# Test checkpoint
/checkpoint
# Should create git commit and save context

Test Skills

# Test frontend-design
/frontend-design
# Should activate frontend design mode

Test MCP Server (after configuration)

# In Claude Code with MCP server running

# Test stats
feature_get_stats()
# Should return progress statistics

# Test get next
feature_get_next()
# Should return next feature or empty queue message

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Benefits

For ClaudeTools

1. Autonomous Coding Support: Full workflow for spec-driven development
2. Feature Tracking: Priority-based feature queue management
3. Quality Control: Checkpoint system with context preservation
4. Design Patterns: Frontend design skill for modern UI development
5. Templates: Structured prompts for consistent agent behavior

For Development Workflow

1. Spec-Driven: Start with clear requirements (/create-spec)
2. Trackable: Monitor progress with feature management
3. Recoverable: Checkpoints preserve context at key moments
4. Consistent: Templates ensure agents follow best practices
5. Specialized: Skills provide domain expertise (frontend design)

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Next Steps

Recommended Actions

1. Try the commands:

   • Run /create-spec on a test project
   • Create a checkpoint with /checkpoint

2. Set up MCP server:

   • Install dependencies
   • Configure Claude Desktop
   • Test feature management tools

3. Integrate with existing workflows:

   • Use /checkpoint after completing features
   • Log feature completions to context recall
   • Track decisions with decision_logs API

4. Customize templates:

   • Review templates in .claude/templates/
   • Adjust to match your coding style
   • Add project-specific requirements

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Related Documentation

• Integration Guide: AUTOCODER_INTEGRATION.md (comprehensive guide)
• MCP Server Docs: mcp-servers/feature-management/README.md
• MCP Config Example: mcp-servers/feature-management/config.example.json
• ClaudeTools Docs: .claude/CLAUDE.md (updated)
• Context Recall: .claude/CONTEXT_RECALL_QUICK_START.md

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Version History

Date	Version	Action
2026-01-17	1.0	Initial extraction from AutoCoder

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Completion Checklist

• Created new directory structure
• Copied 2 commands from AutoCoder
• Copied 1 skill from AutoCoder
• Copied 4 templates from AutoCoder
• Copied MCP server files from AutoCoder
• Created comprehensive README for MCP server
• Created configuration example for MCP server
• Created AUTOCODER_INTEGRATION.md guide
• Updated main CLAUDE.md documentation
• Verified all files copied correctly
• Documented activation procedures
• Created extraction report (this file)

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Extraction Status: Complete Total Duration: ~15 minutes Files Processed: 13 source files + 4 documentation files Success Rate: 100%

Last Updated: 2026-01-17