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CONVERSATION LOG ANALYSIS REPORT
Guru Connect Conversation Logs
Generated: 2026-01-18
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EXECUTIVE SUMMARY
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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
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Root-level files:              16
Subagent files (in subdirs):   24
Files > 100KB (chunking req):  6
Files <= 10KB (small):         34

FILE SIZE DISTRIBUTION
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  < 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)
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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
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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)
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File Path                                                              Size
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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

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RECOMMENDATIONS FOR IMPORT
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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)

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