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anderskev

Review Skill

by Kevin Anderson · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install review-skill
Description
Reviews PRs that add or modify Agent Skills, checking structural validity, design quality, and marketplace consistency. Use when reviewing skill file changes...
README (SKILL.md)

Skill Review

Review Agent Skill PRs for structural validity, design quality, and marketplace consistency.

Arguments

  • $ARGUMENTS: Output file path for review results (required, passed by the calling harness or the user)
  • --base \x3Cbranch>: Base branch for diff comparison (default: main)

Workflow

Step 1: Parse Arguments

Extract the output path from $ARGUMENTS. If no path is provided, default to .review-output.md. Extract --base if provided, otherwise default to main.

Step 2: Identify Changed Skills

git diff --name-only $(git merge-base HEAD \x3Cbase>)..\x3CHEAD> | grep -E '(SKILL\.md|skills/[^/]+/)'

Group changed files by skill directory. Each unique skill directory is a review target. If no skill files changed, write "No skill files changed" to the output path and stop.

Step 3: Read Each Changed Skill End-to-End

For each changed skill:

  1. Read the full SKILL.md (not just diff lines)
  2. Read all files in the skill directory (references, scripts)
  3. Note the parent plugin directory and locate its plugin.json

Step 4: Run Structural Checks (HIGH Confidence)

Apply every check in references/structural-checks.md. These are binary pass/fail — violations are clear-cut.

Structural violations are HIGH confidence because they can be verified mechanically.

Step 5: Run Design Checks (MEDIUM Confidence)

Apply every check in references/design-checks.md. These require judgment — flag only when the issue is clear, not when the approach is merely different from what you'd choose.

Design issues are MEDIUM confidence because they involve subjective assessment.

Step 6: Run Marketplace Checks (HIGH Confidence)

Apply every check in references/marketplace-checks.md. These verify the skill integrates correctly with the marketplace it belongs to.

Marketplace violations are HIGH confidence because they can be verified by reading manifest files.

Step 7: Load and Apply Verification Protocol

Load the review-verification-protocol skill. Before reporting any finding, verify:

  1. You read the actual skill content, not just the diff context
  2. The issue is real, not a style preference
  3. The issue applies to skill files specifically (not general code review concerns)
  4. You can point to the specific line that proves the issue

Remove any finding you cannot verify.

Step 8: Write Output

Write all findings to the output path specified in Step 1, using the exact format below.

Output Format

## Review Summary

[1-2 sentence overview of findings across all reviewed skills]

## Issues

### Critical (Blocking)

1. [FILE:LINE] ISSUE_TITLE
   - Issue: Description of what's wrong
   - Why: Why this matters for skill quality or marketplace health
   - Fix: Specific recommended fix
   - Confidence: HIGH

### Major (Should Fix)

N. [FILE:LINE] ISSUE_TITLE
   - Issue: ...
   - Why: ...
   - Fix: ...
   - Confidence: HIGH|MEDIUM

### Minor (Nice to Have)

N. [FILE:LINE] ISSUE_TITLE
   - Issue: ...
   - Why: ...
   - Fix: ...
   - Confidence: HIGH|MEDIUM

### Informational (For Awareness)

N. [FILE:LINE] SUGGESTION_TITLE
   - Suggestion: ...
   - Rationale: ...
   - Confidence: MEDIUM

## Verdict

Ready: Yes | No | With fixes 1-N
Rationale: [1-2 sentences — only Critical and Major items block approval]

Every issue gets a sequential number. Every issue includes Confidence: HIGH|MEDIUM. The Verdict ignores Minor and Informational items.

Severity Calibration

Critical (Block Merge)

  • Invalid or missing YAML frontmatter (skill won't load)
  • Missing required name or description field
  • SKILL.md exceeds 500 lines (performance degradation)
  • Name collision with existing skill in the marketplace

Major (Should Fix)

  • name violates format rules (not kebab-case, too long, reserved word)
  • description missing "what" or "when" component, wrong person, or exceeds 1024 chars
  • Nested reference chains (references that reference other references)
  • Description too vague to trigger accurately
  • Structured output with no format template or example
  • Windows-style paths in file references

Minor (Nice to Have)

  • Time-sensitive content (hardcoded dates, "recently", "new")
  • Inconsistent terminology across skill files
  • Progressive disclosure not used when SKILL.md is dense
  • Workflows missing validation steps
  • Missing cross-reference (SKILL.md links to file that doesn't exist)

Informational (For Awareness)

  • Trigger keyword overlap with existing marketplace skills
  • Suggestions for additional reference files
  • Opportunities to improve description specificity
  • Script lacks --help or uses interactive prompts

Re-Review Rules

On subsequent review passes after fixes are applied:

  1. ONLY verify that previously flagged issues were addressed correctly
  2. Do NOT introduce new findings unrelated to previous issues
  3. Accept Minor items that weren't fixed — do not re-flag
  4. The goal of re-review is verification, not discovery

References

Usage Guidance
Install if you want an agent-assisted skill review workflow. Before running it, choose the output path deliberately and check whether .review-output.md or your chosen file already exists if overwriting would matter.
Capability Assessment
Purpose & Capability
The described capability is to review skill pull requests for structure, design, and marketplace consistency; using a verification protocol and producing a review report fit that purpose.
Instruction Scope
The instruction to load a separate review-verification-protocol broadens the workflow slightly, but it is visible in the skill instructions and remains aligned with review verification.
Install Mechanism
No installer, executable payload, package install step, or remote download behavior was evidenced in the supplied telemetry.
Credentials
The skill writes review output to a user-specified path or a default .review-output.md file, which is proportionate for a review tool but should be understood before use.
Persistence & Privilege
The only persistence indicated is a local review output file; there is no evidence of background execution, privilege escalation, credential use, or broad local indexing.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install review-skill
  3. After installation, invoke the skill by name or use /review-skill
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of review-skill. - Automatically reviews PRs that add or modify Agent Skills for structural validity, design quality, and marketplace consistency. - Implements a multi-step workflow including argument parsing, skill grouping, structured/design/marketplace checks, verification protocol, and detailed output formatting. - Provides clear severity calibration (Critical, Major, Minor, Informational) and verdict logic for reviewers. - Supports strict re-review rules to ensure efficient follow-up after fixes. - Includes extensive references for check details and output format guidance.
Metadata
Slug review-skill
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Review Skill?

Reviews PRs that add or modify Agent Skills, checking structural validity, design quality, and marketplace consistency. Use when reviewing skill file changes... It is an AI Agent Skill for Claude Code / OpenClaw, with 14 downloads so far.

How do I install Review Skill?

Run "/install review-skill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Review Skill free?

Yes, Review Skill is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Review Skill support?

Review Skill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Review Skill?

It is built and maintained by Kevin Anderson (@anderskev); the current version is v1.0.0.

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