← ClaudeAtlas

second-pass-grasplisted

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.
yogsoth-ai/paper-reading · ★ 1 · AI & Automation · score 78
Install: claude install-skill yogsoth-ai/paper-reading
# 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. <!-- 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. | | literature-research | Full-text paper reading via alphaxiv. Import from literature-engine. | <!-- END available-tables (generated) -->