Agent skill · Code Review & Quality

paw-review-understanding

Analyzes PR changes to create ReviewContext.md and DerivedSpec.md artifacts. Handles both initial analysis and resumption after baseline research.

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill paw-review-understanding-lossyrob-phased-agent-workflo-2 --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 11 KB
Bundled scripts: none
Path: skills/analysis/paw-review-understanding-lossyrob-phased-agent-workflo-2/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Understanding Activity Skill Analyze pull request changes to create comprehensive understanding artifacts. This activity handles both initial context gathering and specification derivation after baseline research. > **Reference**: Follow Core Review Principles from `paw-review-workflow` skill. ## Responsibilities - Gather PR metadata (GitHub API or git diff) and document changed files - Generate research prompt for baseline codebase analysis - Derive specification from PR description, code analysis, and baseline understanding - Create ReviewContext.md as authoritative parameter source - Validate all artifacts meet quality standards ## Non-Responsibilities - Quality evaluation or gap identification (Evaluation stage skills) - Review comment generation (Output stage skills) - Git operations for checkout/restore (handled by paw-review-baseline) - Workflow orchestration and stage transitions (handled by workflow skill) ## Execution Modes This skill operates in two modes based on artifact state: ### Initial Mode (No ReviewContext.md) Execute Steps 1-3: Context gathering, research prompt generation, signal for baseline research. **Detection**: ReviewContext.md not found at `.paw/review

What's inside
Steps it walks through
  1. Responsibilities
  2. Non-Responsibilities
  3. Execution Modes
  4. Initial Mode (No ReviewContext.md)
  5. Resumption Mode (ReviewContext.md + CodeResearch.md exist)
  6. Context Detection
  7. Multi-Repository Mode
  8. Step 1: Context Gathering & ReviewContext.md Creation
  9. Step 2: Research Questions Generation
  10. Step 3: Signal for Research
  11. Step 4: Derive Specification
  12. Artifact Directory Structure
  13. Validation Criteria
  14. ReviewContext.md
Ships with 1 file
  • metadata.json
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About this skill
What does the paw-review-understanding skill do?

Analyzes PR changes to create ReviewContext.md and DerivedSpec.md artifacts. Handles both initial analysis and resumption after baseline research.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill paw-review-understanding-lossyrob-phased-agent-workflo-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.

Keep going