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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

1.02x
Quality

100%

Does it follow best practices?

Impact

98%

1.02x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

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 that is lean, actionable, and clearly structured. It provides specific commands, a validated workflow with feedback loops, and a comprehensive but concise list of concrete anti-patterns to target. The guardrails section adds important safety constraints without being verbose.

DimensionReasoningScore

Conciseness

Every section earns its place. No unnecessary explanations of what git diffs are or how version control works. The focus areas list is dense and specific, each bullet describing a concrete anti-pattern without padding.

3 / 3

Actionability

Provides exact bash commands for diffing, a concrete test/verify command, and a detailed list of specific slop patterns to look for. The focus areas are concrete enough to act on directly (e.g., 'Casts to `any` used only to bypass type issues', 'Defensive try/catch blocks').

3 / 3

Workflow Clarity

Clear 6-step sequence with explicit validation checkpoints: step 4 re-runs the diff to verify only slop was removed, step 5 runs tests to confirm behavior is unchanged. This constitutes a proper feedback loop for a potentially destructive operation.

3 / 3

Progressive Disclosure

For a single-purpose skill under 50 lines with no need for external references, the content is well-organized into logical sections (Commands, Workflow, Focus Areas, Guardrails, Output) that are easy to scan and navigate.

3 / 3

Total

12

/

12

Passed

Description

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 from branch diffs, making it easily distinguishable from general code quality or refactoring skills.

DimensionReasoningScore

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 'AI-generated code slop', 'branch diff', and 'before committing' creates a distinct identity unlikely to conflict with general code refactoring or linting skills.

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.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
rohitg00/pro-workflow
Reviewed

Table of Contents

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