first-pass-skim
Skill1 starsChanged 3 months agoApache-2.0View on GitHub
Keshav's first pass over one paper — a 5-10 minute skim of title, abstract, headings, figures, and conclusion only, producing skim notes and a read-deeper judgment. Use this as the first step whenever a paper is being read via the Keshav three-pass method; always precedes second-pass-grasp and never reads section bodies itself.
In this repository34 other files it gives its agents.
- acu-nugget-recallSkill
- argumentative-zoningSkill
- atomic-unit-matchingSkill
- atomic-unit-recall-aggregateSkill
- atomic-unit-writingSkill
- claim-label-predictionSkill
- claim-writingSkill
- domain-level-judgmentSkill
- dual-column-self-checkSkill
- engineering-config-gradingSkill
- keshav-three-passSkill
- multi-stage-cascade-extractionSkill
- paper-fetchSkill
- qalmriSkill
- qalmri-worksheetSkill
- qasper-evidence-qaSkill
- quality-appraisal-checklistSkill
- question-framingSkill
- rationale-selectionSkill
- reforms-gradingSkill
- reporting-standard-checklistSkill
- reproducibility-third-party-verificationSkill
- research-question-appraisalSkill
- rhetorical-structure-qualitySkill
- second-pass-graspSkill
- signalling-question-answeringSkill
- star-awardingSkill
- study-design-tool-gateSkill
- sum-threshold-scoringSkill
- template-slot-fillingSkill
- third-pass-deep-readSkill
- unit-classificationSkill
- unit-segmentationSkill
- worst-case-lookupSkill
The file
Files
First Pass Skim
Keshav's first pass: title/abstract/headings/figures/conclusion only, no body text — cheaply decides whether a paper is worth the deeper passes.
Execution
Subagent — spawned via spawn-agent skill.
Why Subagent
A dedicated context keeps the "first impression" honest and separately reviewable from the deeper passes that follow — it should not already know what pass 2 will later discover.
Scope boundary (do not blur into second-pass-grasp)
This pass never reads section bodies. If asked to justify a claim by reading Methods/Results, that request belongs to second-pass-grasp, not here.
<!-- BEGIN available-tables (generated) -->Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. |
<!-- END available-tables (generated) -->Does it work?
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