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Handle failed retrievals or tool errors.
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Based on SOC occupation classification
| name | fallback-handler |
| description | Handle failed retrievals or tool errors. |
When a tool fails or returns insufficient results:
| Failure | Action |
|---|---|
| Empty search | Retry with broader terms |
| Fetch error | Retry once, then mark [unable to verify] |
| Missing input | Ask user for the input |
failure_type: [type]
fallback_action: [what was tried]
escalation_needed: yes / no
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.
Gather background needed before reading a paper or surveying a field.
Analyze past conversations to find failure patterns and suggest improvements.
Route research requests to the appropriate skill.