research-review
Perform iterative research document review using Rule of 5 methodology. Reviews accuracy, completeness, clarity, actionability, and integration with project context.
npx skills add majiayu000/claude-skill-registry --skill research-review-charly-vibes-wai-3 --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Iterative Research Review (Rule of 5) Perform thorough research document review using the Rule of 5 - iterative refinement until convergence. ## Setup **If research document path provided:** Read the document completely **If no path:** Ask for the research document path or list available research documents ## Process Perform 5 passes, each focusing on different aspects. After each pass (starting with pass 2), check for convergence. ### PASS 1 - Accuracy & Sources **Focus on:** - Claims backed by evidence - Source credibility and recency - Correct interpretation of sources - Factual accuracy of technical details - Version/date relevance (is information outdated?) - Code references are correct (file:line exist and match claim) **Output format:** ``` PASS 1: Accuracy & Sources Issues Found: [ACC-001] [CRITICAL|HIGH|MEDIUM|LOW] - Section/Paragraph Description: [What's inaccurate or unsourced] Evidence: [Why this is problematic] Recommendation: [How to fix with specific guidance] [ACC-002] ... ``` **What to look for:** - "This works by..." without code reference - Claims about codebase without verification - Outdated information (library versions, deprecated APIs) - Misinterpretation
- Setup
- Process
- PASS 1 - Accuracy & Sources
- PASS 2 - Completeness & Scope
- PASS 3 - Clarity & Structure
- PASS 4 - Actionability & Conclusions
- PASS 5 - Integration & Context
- Convergence Check
- Final Report
- Rules
What does the research-review skill do?
Perform iterative research document review using Rule of 5 methodology. Reviews accuracy, completeness, clarity, actionability, and integration with project context.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill research-review-charly-vibes-wai-3 --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.