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Analyze past conversations to find failure patterns and suggest improvements.
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Based on SOC occupation classification
Read and analyze research papers using Keshav's three-pass method for efficient comprehension
Label claims as verified, inference, or unable to verify.
Verify read-paper output has all required sections.
Handle failed retrievals or tool errors.
Gather background needed before reading a paper or surveying a field.
Route research requests to the appropriate skill.
| name | review-conversation |
| description | Analyze past conversations to find failure patterns and suggest improvements. |
Analyze past conversations for failures:
| Signal | Example |
|---|---|
| Wrong skill | Used freeform when read-paper applied |
| Overclaiming | Stated verified without citing source |
| Missing section | Pass 2 output lacked required table |
| Retrieval miss | Summarized without reading paper |
### Failure clusters
[pattern] — [N instances]
Root cause: [why]
### Suggestions
[specific changes to skills or routing]