القائمة
Analyze past conversations to find failure patterns and suggest improvements.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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]