Use when you have received code review feedback on Rails code and need to decide what to implement, how to respond, and in what order. Covers evaluating reviewer suggestions, pushing back with technical reasoning, avoiding performative agreement, implementing feedback safely one item at a time, and triggering a re-review when needed.
98
100%
Does it follow best practices?
Impact
98%
1.27xAverage score across 26 eval scenarios
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 niche: handling code review feedback on Rails code. It explicitly states when to use it, lists specific concrete actions, and uses natural trigger terms. The only minor note is the use of second person ('you have received') which slightly deviates from the preferred third-person voice, but the description is otherwise excellent.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: evaluating reviewer suggestions, pushing back with technical reasoning, avoiding performative agreement, implementing feedback one item at a time, and triggering re-review. These are clear, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers both 'what' (evaluating suggestions, pushing back, implementing feedback safely, triggering re-review) and 'when' ('Use when you have received code review feedback on Rails code and need to decide what to implement, how to respond, and in what order'). | 3 / 3 |
Trigger Term Quality | Includes natural keywords users would say: 'code review feedback', 'Rails code', 'reviewer suggestions', 'pushing back', 're-review'. These are terms a developer would naturally use when dealing with code review responses. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive — specifically targets responding to code review feedback on Rails code, which is a clear niche. Unlikely to conflict with general coding skills, git skills, or other review-related skills due to the specific focus on the response/implementation workflow. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
100%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is an excellent instruction-only skill that is concise, well-structured, and highly actionable. The forbidden responses table with reasoning is a standout feature that prevents a common failure mode. The workflow is clearly sequenced with explicit gates and validation checkpoints, and the classification system for feedback provides concrete decision-making criteria.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient throughout. Every section serves a purpose — no explanations of what code review is, no padding about Rails basics. Tables are used effectively to compress information. The forbidden responses table is particularly well-done, giving the 'why' without verbosity. | 3 / 3 |
Actionability | Despite being an instruction-only skill (no executable code needed), the guidance is highly concrete: specific forbidden phrases with reasons, a clear classification system with defined actions per category, a structured pushback template with a realistic example, and explicit implementation ordering. Every instruction is specific enough to act on immediately. | 3 / 3 |
Workflow Clarity | The 7-step HARD-GATE sequence is clearly numbered with an explicit gate ('DO NOT start implementing before completing steps 1-4'). The implementation order section provides a clear multi-step sequence with validation checkpoints (test each fix individually, run full suite before re-review). The re-review trigger table provides explicit decision criteria for when to request re-review, serving as a validation checkpoint for the overall process. | 3 / 3 |
Progressive Disclosure | Content is well-structured with clear sections that progress logically from receiving feedback → evaluating → pushing back → implementing → re-reviewing. The Integration table at the end provides clear one-level-deep references to related skills with specific 'when to chain' guidance. For a skill of this size (~100 lines), the organization is appropriate without needing external file references. | 3 / 3 |
Total | 12 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
ae8ea63
Table of Contents
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.