# Stress Test Paper Overview

> Paper landscape scan returning abstracts and metadata. Import of literature-engine/paper-overview skill. Abstracts only — no conclusions from abstracts.

- Skill: `yogsoth-ai/stress-test-paper-overview` (Agent Skill)
- Install (CLI): `npx skillmds@latest add yogsoth-ai/stress-test-paper-overview`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yogsoth-ai/stress-test-paper-overview/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/stress-test-paper-overview

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# Paper Overview

Paper landscape scan — abstracts and metadata only.

## Execution

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

## Quality Gate

Returns abstracts only. Do NOT draw conclusions about methodology, results, or contributions from abstracts. Use paper-search or paper-research for substantive claims.

## Budget

Quantity target is set by the calling strategy's budget table. This SOP executes one unit = one discover_papers or relevanceSearch call.

## Import Source

`literature-engine` repo → `skills/paper-overview/SKILL.md`

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## Available SOPs

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

| SOP | When to use |
| --- | --- |
| literature-overview | Quick landscape scan — discover papers on a topic without full-text reading |
| stress-test-paper-research | Paper full text access via alphaxiv answer_pdf_queries or get_paper_content(fullText=true). Import of literature-engine/paper-research skill. Raw extracted text for precise claims. |
| stress-test-paper-search | Paper AI summary report via alphaxiv get_paper_content. Import of literature-engine/paper-search skill. Structured AI-generated intermediate report. |

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