OpenAgentSkill Registry Manifest
Skill: review-paper-code
Slug: claesbackman-review-paper-code
Category: research
Description: Review research code for reproducibility and quality, extract the paper's main empirical claims, compare paper to code, and write a constructive markdown report. Designed for social science / economics projects with LaTeX papers and Stata, R, or Python code.

Agent fit:
- Decision: 72/100 Strong shortlist
- Primary fit: Research agents
- Role: Companion skill

Supply profile:
- Track: Research and knowledge work
- Scenario: Research agents
- Applicable agents: Claude Code, CLI, Codex, Cursor
- Maintenance: 9d since push
- Risk: Needs review

Trust:
- Trust score: 78/100 Strong shortlist
- Audit: 82/100 Needs review

Attribution:
- Status: Registry indexed
- Source: github fast track
- Creator: claesbackman
- Claim URL: https://www.openagentskill.com/skills/claesbackman-review-paper-code#claim-this-skill

Install:
npx skills add claesbackman/AI-research-feedback --skill review-paper-code

URLs:
- Web: https://www.openagentskill.com/skills/claesbackman-review-paper-code
- API: https://www.openagentskill.com/api/agent/skills/claesbackman-review-paper-code
- Install API: https://www.openagentskill.com/api/skills/claesbackman-review-paper-code/install
- Repository: https://github.com/claesbackman/AI-research-feedback/tree/main/Skills/review-paper-code