Execute CodeRabbit production readiness checklist for org-wide deployment. Use when preparing to enforce CodeRabbit reviews, going live with required checks, or auditing CodeRabbit configuration before making it a merge gate. Trigger with phrases like "coderabbit production", "coderabbit go-live", "coderabbit launch checklist", "coderabbit readiness", "coderabbit pre-launch".
85
83%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Advisory
Suggest reviewing before use
Quality
Discovery
89%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 well-crafted skill description with strong trigger terms, clear completeness, and excellent distinctiveness due to its focus on a specific tool (CodeRabbit) and a specific use case (production readiness). The main weakness is that the specificity of concrete actions could be improved — it describes the general purpose but doesn't enumerate the specific checks or steps the skill performs.
Suggestions
Add more specific concrete actions the checklist covers, e.g., 'Validates webhook configuration, verifies branch protection rules, checks review enforcement settings, audits .coderabbit.yaml across repos.'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | It names the domain (CodeRabbit production readiness) and mentions some actions like 'enforce reviews', 'going live with required checks', 'auditing configuration', but doesn't list multiple concrete discrete actions — it's more of a high-level description of a checklist execution rather than enumerating specific steps or capabilities. | 2 / 3 |
Completeness | Clearly answers both 'what' (execute CodeRabbit production readiness checklist for org-wide deployment) and 'when' (preparing to enforce reviews, going live with required checks, auditing configuration before making it a merge gate), with explicit trigger phrases provided. | 3 / 3 |
Trigger Term Quality | Excellent trigger term coverage with explicit natural phrases: 'coderabbit production', 'coderabbit go-live', 'coderabbit launch checklist', 'coderabbit readiness', 'coderabbit pre-launch', plus contextual terms like 'merge gate', 'required checks', and 'org-wide deployment'. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive — the combination of 'CodeRabbit' + 'production readiness checklist' + 'merge gate' creates a very specific niche that is unlikely to conflict with other skills. The trigger phrases are all uniquely tied to this specific tool and use case. | 3 / 3 |
Total | 11 / 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 well-structured, highly actionable production readiness checklist with executable scripts, concrete checklists, and clear workflow sequencing including validation checkpoints and rollback procedures. Its main weakness is that all content is packed into a single file when the length and complexity would benefit from splitting configuration templates and validation scripts into separate bundle files. Minor verbosity in framing sections could be trimmed.
Suggestions
Split the production .coderabbit.yaml template (Step 6) and the validation script (Step 2) into separate bundle files, referencing them from the main SKILL.md to improve progressive disclosure.
Trim the Overview section—it largely restates the skill description and could be reduced to a single sentence or removed entirely.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably efficient but includes some unnecessary framing (e.g., the Overview section restates what the description already covers). The checklists and scripts are mostly lean, but the markdown checklist blocks could be tighter. Some items like explaining what `request_changes_workflow: true` vs `false` does are borderline—useful for team context but Claude likely knows this. | 2 / 3 |
Actionability | Highly actionable with executable bash scripts for validation, review history checking, and enabling required checks. The YAML configuration is copy-paste ready, the gh CLI commands are specific, and the Python validation script is complete and runnable. Checklists provide concrete items rather than vague guidance. | 3 / 3 |
Workflow Clarity | The 7-step sequence is clearly ordered with a logical progression: audit → validate → verify history → team readiness → enable → configure → monitor. Validation is explicit in Step 2 (YAML syntax + config checks) and Step 3 (coverage verification) before the destructive Step 5 (enabling required checks). Error handling table and fallback/revert procedures are well-documented. | 3 / 3 |
Progressive Disclosure | The content is essentially monolithic—all 7 steps with full scripts, checklists, and configuration are inline in a single file. The production YAML config (Step 6) and the validation script (Step 2) could reasonably be split into separate referenced files. The only external references are to docs URLs and a brief mention of `coderabbit-observability`. For a skill of this length (~180+ lines of content), better splitting would improve navigability. | 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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