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Gather background needed before reading a paper or surveying a field.
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Based on SOC occupation classification
| name | gather-context |
| description | Gather background needed before reading a paper or surveying a field. |
Before executing a research task, identify what context is needed:
### Retrieved
[what was gathered]
### Gaps
[what couldn't be retrieved]
### Ready to proceed
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.
Handle failed retrievals or tool errors.
Analyze past conversations to find failure patterns and suggest improvements.
Route research requests to the appropriate skill.