Second Pass Grasp

Full-text deep-read of a paper's Introduction, Method, and Results sections to draft the structured bundle (problem, method, key results with hedge levels, limitations), each field carrying a precise source anchor. Use this after first-pass-skim has classified the paper and drafted candidate angles — this is the main content-extraction pass of the reading pipeline.

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Second Pass Grasp

Keshav's second pass: full read of Introduction/Method/Results, drafting the structured bundle with precise source anchors and per-claim hedge levels.

Execution

Subagent — spawned via subagent-spawning/spawn-agent skill.

Why Subagent

Full-text extraction across multiple sections into a consistent schema benefits from a dedicated context — avoids extraction drift between fields that a shared/shorter context could introduce.

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.
literature-research Full-text paper reading via alphaxiv. Import from literature-engine.

yogsoth-ai/paper-reading/tree/main/staged/wechat-article-v1/skills/second-pass-grasp commit d28d1f05ad

Frequently asked questions

npx skillmds@latest add yogsoth-ai/second-pass-grasp-2