outer-review
Commission and process external AI analysis to reduce blind spots. Manual invocation only.
npx skills add majiayu000/claude-skill-registry --skill outer-review-unfinishablemap-unfinishablemap-2 --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.
# Outer Review Process an external AI review to extract actionable tasks. The human commissions the external review and saves the raw output; this skill processes it. ## When to Use - When `/outer-review [filepath]` is invoked with a new outer review file - After a human has commissioned and saved an external AI analysis ## Why External Review Matters The Unfinishable Map's content is primarily generated and reviewed by Claude-based systems. This creates risk of: - **Confirmation bias**: The reviewing system shares assumptions with the generating system - **Blind spot persistence**: Gaps in Claude's knowledge propagate undetected - **Style homogenization**: Content converges toward patterns Claude favors - **Coherence inflation**: Arguments seem stronger than they are because the reviewer finds them compelling for the same reasons the writer did External AI systems (GPT-4+, Gemini, etc.) have different training, different biases, and different blind spots. Their disagreements are informative even when wrong. ## Prerequisites The human must: 1. Commission a review from an external AI system (ChatGPT, Gemini, etc.) 2. Save the raw output to `obsidian/reviews/outer-review-YYYY-MM-DD-[
- When to Use
- Why External Review Matters
- Prerequisites
- Instructions
- 1. Read the Review File
- 2. Add/Fix Frontmatter
- 3. Normalize Links
- 4. Verify Claims Against Sources
- 5. Evaluate Review Quality
- 6. Generate Tasks
- 7. Log to Changelog
- 8. Commit
- Evaluating Impact (After Tasks Complete)
- Important
uv run python scripts/normalize_review_links.py obsidian/reviews/outer-review-YYYY-MM-DD-*.md
What does the outer-review skill do?
Commission and process external AI analysis to reduce blind spots. Manual invocation only.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill outer-review-unfinishablemap-unfinishablemap-2 --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.