# Extract Structured Bundle

> Finalize a paper's verified reading output into the exact bundle schema (problem/method/key_result/limitation, each with a source_anchor) that all downstream fact-checking and article-drafting sops consume. Use this as the last step of the deep-read strategy, after third-pass-verify, whenever you need to hand off a finished bundle to quality-assurance or audience-first-writing.

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

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# Extract Structured Bundle

Structures and validates the paper-reading output into the exact schema every downstream sop (quality-assurance, audience-first-writing) depends on. No new paper content is read here — this is a finalization/validation step, not an extraction step.

## Execution

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

## Why Subagent

Schema validation and field-completeness checking benefit from being a distinct, reviewable step — separating "did we extract the right content" (second/third pass) from "is it in the right shape" (this sop) makes failures easier to diagnose.

## v1 Schema Note

This uses ONE generic schema (problem/method/key_result/limitation) regardless of paper_type, per the plan's ponytail-approved trim of the original 3-way empirical/survey/theoretical schema split (see `docs/superpowers/plans/2026-07-30-paper-reading-v1-mainline.md`, Global Constraints and Deferred Scope). `paper_type` is still tracked (from first-pass-skim) for future use but does not currently branch this sop's schema.

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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. |

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