Roll out CodeRabbit across an organization: multi-repo deployment, org-level config, and team onboarding. Use when deploying CodeRabbit org-wide, creating shared configurations, or onboarding development teams to AI code review. Trigger with phrases like "deploy coderabbit", "coderabbit org rollout", "coderabbit multi-repo", "coderabbit onboarding", "coderabbit team setup".
89
88%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a strong skill description that clearly defines its scope (CodeRabbit org-wide deployment), lists concrete capabilities, and provides explicit trigger guidance with natural user phrases. It uses proper third-person voice and is concise without being vague. The only minor note is that it could potentially list one or two more specific actions (e.g., 'configure review rules', 'set up GitHub/GitLab integration'), but overall it performs well across all dimensions.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'multi-repo deployment', 'org-level config', and 'team onboarding'. These are clear, actionable capabilities rather than vague language. | 3 / 3 |
Completeness | Clearly answers both 'what' (roll out CodeRabbit across an organization with multi-repo deployment, org-level config, team onboarding) and 'when' (explicit 'Use when' clause plus a 'Trigger with phrases like' section providing concrete trigger terms). | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural trigger terms including 'deploy coderabbit', 'coderabbit org rollout', 'coderabbit multi-repo', 'coderabbit onboarding', 'coderabbit team setup'. These are phrases users would naturally say, and the description also includes contextual terms like 'AI code review' and 'shared configurations'. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive — focuses specifically on CodeRabbit organizational rollout, which is a very narrow niche. The trigger terms are all CodeRabbit-specific and unlikely to conflict with other skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a solid, highly actionable skill with executable scripts, complete YAML configurations, and a well-sequenced multi-step workflow. Its main weakness is length — the skill packs a lot of content inline (rollout plan, multiple repo configs, onboarding guide, error table) that could benefit from being split into referenced files. Some content like the phased rollout plan and onboarding markdown are more templates for humans than instructions for Claude.
Suggestions
Extract the team-specific repo configs (backend, frontend) and the developer onboarding guide into separate referenced files to improve progressive disclosure and reduce SKILL.md length.
Trim the Step 1 rollout plan and Step 6 onboarding guide to brief summaries with pointers, since Claude can generate these templates on demand given minimal guidance.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably efficient but includes some unnecessary content like the markdown-formatted rollout plan (Step 1) which is more of a project management template than actionable instructions for Claude. The onboarding guide (Step 6) is also content Claude would generate on demand rather than needing verbatim. However, the YAML configs and bash scripts are dense and useful. | 2 / 3 |
Actionability | Highly actionable with complete, executable YAML configurations, bash scripts using `gh` CLI, and specific API calls for branch protection. The multi-repo deployment script is copy-paste ready, and the team-specific configs provide concrete path instructions with real-world review criteria. | 3 / 3 |
Workflow Clarity | The 6-step workflow is clearly sequenced from planning through deployment to onboarding, with a phased rollout approach. The error handling table serves as a validation/troubleshooting checkpoint, and the progression from pilot (chill) to enforcement (assertive + required status checks) provides a clear feedback loop for adoption issues. | 3 / 3 |
Progressive Disclosure | The content is well-structured with clear sections, but it's quite long and monolithic for a single SKILL.md. The team-specific repo configs (backend vs frontend) and the onboarding guide could be split into separate referenced files. The single reference to 'coderabbit-multi-env-setup' at the end is good but insufficient given the volume of inline content. | 2 / 3 |
Total | 10 / 12 Passed |
Validation
81%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 9 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 9 / 11 Passed | |
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Table of Contents
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