# 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.

- Skill: `yogsoth-ai/second-pass-grasp-2` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add yogsoth-ai/second-pass-grasp-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yogsoth-ai/second-pass-grasp-2/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: yogsoth-ai (https://skillmd.com/u/yogsoth-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/yogsoth-ai/second-pass-grasp-2

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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.

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## 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. |

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