deslop
Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff. Cleans up boilerplate, simplifies abstractions, and strips defensive code. Use when cleaning up code, simplifying, removing boilerplate, or before committing.
99
100%
Does it follow best practices?
Impact
98%
1.02xAverage score across 3 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 communicates its purpose, lists specific concrete actions, includes natural trigger terms, and has an explicit 'Use when' clause. It occupies a distinct niche around cleaning up AI-generated code artifacts, making it easily distinguishable from general code review or refactoring skills.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: remove AI-generated code slop, remove unnecessary comments, remove over-engineering, clean up boilerplate, simplify abstractions, strip defensive code. These are all concrete, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers both what ('Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff. Cleans up boilerplate, simplifies abstractions, and strips defensive code') and when ('Use when cleaning up code, simplifying, removing boilerplate, or before committing') with an explicit 'Use when...' clause. | 3 / 3 |
Trigger Term Quality | Includes strong natural trigger terms users would say: 'code slop', 'unnecessary comments', 'over-engineering', 'boilerplate', 'simplify', 'cleaning up code', 'before committing'. These cover a good range of how users would naturally describe this need. | 3 / 3 |
Distinctiveness Conflict Risk | Has a clear niche focused specifically on removing AI-generated slop and over-engineering from branch diffs. The combination of 'code slop', 'AI-generated', 'over-engineering', and 'branch diff' creates a distinct identity unlikely to conflict with general code review or refactoring skills. | 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, well-crafted skill. It's concise yet comprehensive, with specific actionable patterns to identify, a clear workflow with validation checkpoints, and sensible guardrails. The focus areas list is particularly strong—each item is a concrete, recognizable pattern rather than a vague category.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Every section earns its place. No unnecessary explanations of what git diff does or what 'slop' means in general. The focus areas are a tight checklist of specific patterns, not verbose descriptions. The skill assumes Claude knows how to edit code and use git. | 3 / 3 |
Actionability | Provides exact bash commands to run, a concrete list of specific slop patterns to look for, clear guardrails for safe editing, and a defined output format. Claude knows exactly what to do at each step. | 3 / 3 |
Workflow Clarity | Six clearly sequenced steps with an explicit verification checkpoint (step 4: re-run diff to verify only slop removed) and a validation step (step 5: run tests/type-check to confirm behavior unchanged). This is a proper feedback loop for a potentially destructive operation. | 3 / 3 |
Progressive Disclosure | For a skill under 50 lines with no need for external references, the content is well-organized into logical sections (Trigger, Commands, Workflow, Focus Areas, Guardrails, Output) that are easy to scan and navigate. | 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.
- Repository
- rohitg00/pro-workflow
- Commit
9fc35f5
- Reviewed
Table of Contents
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