================================================================================ CONVERSATION LOG ANALYSIS REPORT Guru Connect Conversation Logs Generated: 2026-01-18 ================================================================================ EXECUTIVE SUMMARY -------------------------------------------------------------------------------- Total JSONL Files: 40 Total Data Size: 3.92 MB (4,111,627 bytes) Average File Size: 102.79 KB Largest File: 2.39 MB (bcfbda76-2d1b-4071-82f3-ebd565752647.jsonl) Smallest File: 0.37 KB (58a7d865-8802-475f-93fc-90436b6cbf5e\subagents\agent-af700c3.jsonl) FILE CATEGORIZATION -------------------------------------------------------------------------------- Root-level files: 16 Subagent files (in subdirs): 24 Files > 100KB (chunking req): 6 Files <= 10KB (small): 34 FILE SIZE DISTRIBUTION -------------------------------------------------------------------------------- < 1 KB 2 files ( 5.0%) Total: 0.74 KB 1-10 KB 32 files ( 80.0%) Total: 149.41 KB 10-100 KB 0 files ( 0.0%) Total: 0.00 KB 100-500 KB 4 files ( 10.0%) Total: 1257.09 KB 500 KB-1 MB 0 files ( 0.0%) Total: 0.00 KB > 1 MB 2 files ( 5.0%) Total: 2704.41 KB FILES REQUIRING CHUNKING (> 100KB) -------------------------------------------------------------------------------- Count: 6 files 1. bcfbda76-2d1b-4071-82f3-ebd565752647.jsonl Size: 2.39 MB (2447.27 KB) Estimated lines: ~1632 2. 38dd949a-3108-40d1-9e90-784c7f535efc.jsonl Size: 0.35 MB (357.69 KB) Estimated lines: ~239 3. 6f1e2054-f895-47cf-b349-09bb73aca5cf.jsonl Size: 0.33 MB (339.97 KB) Estimated lines: ~227 4. c9655542-af69-4a01-97d3-ccb978934d13.jsonl Size: 0.30 MB (312.21 KB) Estimated lines: ~208 5. 817c323f-e20e-4825-88e0-59f5fef0e0a5.jsonl Size: 0.24 MB (247.22 KB) Estimated lines: ~165 6. 7f989a70-a6e7-4fbe-92c0-6756e7497ba4.jsonl Size: 0.21 MB (217.17 KB) Estimated lines: ~145 JSONL DATA STRUCTURE -------------------------------------------------------------------------------- Each JSONL file contains newline-delimited JSON objects representing conversation events. Common Record Types: - 'queue-operation': Queue management events (dequeue, enqueue, etc.) - 'user': User messages in conversation - 'assistant': Claude assistant responses Common Fields in Records: - type: Record type (user, assistant, queue-operation, etc.) - sessionId: UUID identifying the conversation session - timestamp: ISO 8601 timestamp (UTC) - uuid: Unique identifier for this record - parentUuid: Reference to parent record (for threading) - message: Contains role ('user' or 'assistant') and content - userType: 'external' or internal designation - cwd: Current working directory path - version: API/client version - gitBranch: Git branch name at time of message - isSidechain: Boolean flag for sidechain processing Message Content Types: - text: Plain text content - tool_use: Tool invocation (e.g., Glob, Bash, Read) - tool_result: Result returned from tool execution Message Structure Example: { "type": "user", "message": { "role": "user", "content": "Your request here" }, "sessionId": "3465930d-b5ac-43dd-a38e-df41bfa59f4b", "timestamp": "2026-01-10T02:10:57.992Z", "uuid": "c2c74e26-532c-47ab-bfd5-044a137f8cd2" } COMPLETE FILE LISTING (sorted by size) -------------------------------------------------------------------------------- File Path Size -------------------------------------------------------------------------------- bcfbda76-2d1b-4071-82f3-ebd565752647.jsonl 2.39 MB 38dd949a-3108-40d1-9e90-784c7f535efc.jsonl 357.69 KB 6f1e2054-f895-47cf-b349-09bb73aca5cf.jsonl 339.97 KB c9655542-af69-4a01-97d3-ccb978934d13.jsonl 312.21 KB 817c323f-e20e-4825-88e0-59f5fef0e0a5.jsonl 247.22 KB 7f989a70-a6e7-4fbe-92c0-6756e7497ba4.jsonl 217.17 KB 817c323f-e20e-4825-88e0-59f5fef0e0a5\subagents\agent-a1eca8d.jsonl 6.13 KB c9655542-af69-4a01-97d3-ccb978934d13\subagents\agent-a7c24a2.jsonl 6.12 KB agent-a2caaca.jsonl 5.83 KB 817c323f-e20e-4825-88e0-59f5fef0e0a5\subagents\agent-a6ec9b9.jsonl 4.47 KB c9655542-af69-4a01-97d3-ccb978934d13\subagents\agent-aa703d9.jsonl 4.47 KB 8b9fe9a8-c1f4-4773-867a-31e8b0f479b0\subagents\agent-ab36467.jsonl 4.44 KB 38dd949a-3108-40d1-9e90-784c7f535efc\subagents\agent-aa51275.jsonl 4.43 KB bcfbda76-2d1b-4071-82f3-ebd565752647\subagents\agent-afe963e.jsonl 2.98 KB 8b9fe9a8-c1f4-4773-867a-31e8b0f479b0.jsonl 2.92 KB 8b8782e5-2de2-44f2-be96-f533c54af223.jsonl 2.73 KB 38dd949a-3108-40d1-9e90-784c7f535efc\subagents\agent-a3eca68.jsonl 2.40 KB agent-a59cc52.jsonl 2.30 KB 6f1e2054-f895-47cf-b349-09bb73aca5cf\subagents\agent-ac3b40a.jsonl 2.01 KB bcfbda76-2d1b-4071-82f3-ebd565752647\subagents\agent-a07dbe4.jsonl 2.01 KB 6f1e2054-f895-47cf-b349-09bb73aca5cf\subagents\agent-ac0b9c9.jsonl 2.00 KB agent-a3adae9.jsonl 1.96 KB 7f989a70-a6e7-4fbe-92c0-6756e7497ba4\subagents\agent-af6a41d.jsonl 1.96 KB 8b9fe9a8-c1f4-4773-867a-31e8b0f479b0\subagents\agent-ac715cf.jsonl 1.93 KB 817c323f-e20e-4825-88e0-59f5fef0e0a5\subagents\agent-aa53174.jsonl 1.88 KB 7f989a70-a6e7-4fbe-92c0-6756e7497ba4\subagents\agent-a408e41.jsonl 1.82 KB agent-abb8727.jsonl 1.82 KB c9655542-af69-4a01-97d3-ccb978934d13\subagents\agent-a6a9eb2.jsonl 1.78 KB 38dd949a-3108-40d1-9e90-784c7f535efc\subagents\agent-a7a190e.jsonl 1.69 KB agent-a16e9ad.jsonl 1.66 KB 6f1e2054-f895-47cf-b349-09bb73aca5cf\subagents\agent-ae1084b.jsonl 1.66 KB bcfbda76-2d1b-4071-82f3-ebd565752647\subagents\agent-a1542fe.jsonl 1.65 KB 3465930d-b5ac-43dd-a38e-df41bfa59f4b.jsonl 1.63 KB agent-a2a0d6b.jsonl 1.63 KB 58a7d865-8802-475f-93fc-90436b6cbf5e.jsonl 1.48 KB 8b9fe9a8-c1f4-4773-867a-31e8b0f479b0\subagents\agent-a8f51c9.jsonl 1.46 KB 7f989a70-a6e7-4fbe-92c0-6756e7497ba4\subagents\agent-a5a1efe.jsonl 1.42 KB 58a7d865-8802-475f-93fc-90436b6cbf5e\subagents\agent-a4e34a9.jsonl 1.22 KB 58a7d865-8802-475f-93fc-90436b6cbf5e\subagents\agent-af52366.jsonl 0.37 KB 58a7d865-8802-475f-93fc-90436b6cbf5e\subagents\agent-af700c3.jsonl 0.37 KB ================================================================================ RECOMMENDATIONS FOR IMPORT ================================================================================ 1. CHUNKING STRATEGY: - Files > 100KB should be read in chunks (recommended: 500KB-1MB per chunk) - Current 6 large files range from 217KB to 2.39MB - Largest file (bcfbda76-2d1b-4071-82f3-ebd565752647.jsonl at 2.39MB) requires multiple reads to stay within context window limits - For the 2.39MB file, recommend 3-4 chunks of ~600-800KB each - Each chunk will contain approximately 400-500 conversation records 2. BATCH PROCESSING: - Consider grouping small files (< 10KB) into batch reads - 34 files are under 10KB - these can be read in groups of 10-20 - Batch reading small files can reduce total number of file operations - Typical batch: 15-20 small files = 30-80KB total, easily fits in context 3. SESSION ORGANIZATION: - UUID-named files appear to be main session logs (8 files at root level) - agent-* files appear to be sub-agent or parallel conversations (6 files) - Subdirectories contain 'subagents' with related context (26 files total) - Related sessions grouped by UUID prefix in both root and subdirectory levels - Use sessionId to correlate records across multiple files 4. DATA CONSISTENCY: - All records use ISO 8601 timestamps (UTC) for temporal ordering - All records have sessionId and uuid fields for linking and deduplication - Use parentUuid field to reconstruct conversation threading - timestamp field should be used for chronological ordering during import 5. IMPORT PROCESSING ORDER (RECOMMENDED): a. Start with small root-level files (agent-*.jsonl) for quick import b. Process small session files (<10KB) in batches c. Process medium files (10-100KB) individually d. Process large files (>100KB) in multiple chunks e. Validate parentUuid references for conversation integrity 6. DATA QUALITY CHECKS: - Verify no duplicate records (check uuid uniqueness within session) - Validate timestamp ordering within sessions - Confirm parentUuid references exist (except for root records) - Check message role alternation (user -> assistant -> user pattern expected) ================================================================================