# Deep Insight Paper Research

> Full-text paper reading via three-pass Keshav method. Import of literature-engine/literature-research skill. Authoritative source for claims about paper content.

- Skill: `yogsoth-ai/deep-insight-paper-research` (Agent Skill)
- Install (CLI): `npx skillmds@latest add yogsoth-ai/deep-insight-paper-research`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yogsoth-ai/deep-insight-paper-research/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: yogsoth-ai (https://skillmd.com/u/yogsoth-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/yogsoth-ai/deep-insight-paper-research

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# Paper Research

Full-text paper reading via three-pass Keshav method.

## Execution

Import — strictly follow `literature-engine/literature-research` skill protocol.

## Quality Gate

Full text reading — this is the authoritative source for claims about paper methodology, results, and contributions. Findings from this SOP can be cited directly.

## Budget

Quantity target is set by the calling strategy's budget table. This SOP executes one unit = one paper full-text read + structured analysis.

## Import Source

`literature-engine` repo → `skills/literature-research/SKILL.md`

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## Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use |
| --- | --- |
| literature-research | Deep literature research — raw full text reading and targeted PDF queries for rigorous analysis |

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