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ai-slop-cleaner

Run an anti-slop cleanup/refactor/deslop workflow

60

Quality

75%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./plugins/oh-my-codex/skills/ai-slop-cleaner/SKILL.md

The canonical home for this skill is ai-slop-cleaner in Yeachan-Heo/oh-my-codex

SKILL.md
Quality
Evals
Security

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a tight, well-structured task card: it sequences the workflow explicitly (test-lock, classify, gate, passes, verify, exit) and includes a concrete report template with quality gates. Its only real weaknesses are mild redundancy in the fallback terminology and a reference to a file outside the skill bundle.

DimensionReasoningScore

Conciseness

The body is dense and operational with no explanations of concepts Claude already knows, e.g., "Prefer deletion/existing utilities; no new abstractions or dependencies unless explicitly required." However, the fallback-like inventory is enumerated twice ("Before editing" step 3 and the "Fallback-like code" taxonomy bullet) and several long enumerations could be trimmed, matching anchor 4 ('Efficient; minor instances of over-explanation that could be trimmed') rather than anchor 5's 'every token earns its place'.

4 / 5

Actionability

Guidance is concrete and executable for an instruction-only skill: an explicit pass order ("Pass 1: Dead code deletion; Pass 2: Duplicate removal..."), a copy-paste report template with named quality gates, and precise classification criteria for masking vs. grounded fallbacks. Minor gaps remain (no specific commands for lint/typecheck gates, and "$ralplan" invocation is referenced without operational detail), matching anchor 4 rather than the fully executable anchor 5.

4 / 5

Workflow Clarity

The sequence is explicit with validation checkpoints and feedback loops: lock behavior with regression tests before editing, classify before changing, resolve the fallback gate first, then Passes 1-4 with "Re-run targeted verification after each pass", a quality-gates checklist, and an exit condition with "Never present an unverified cleanup as complete." This matches anchor 5 ('Clear sequence with explicit validation steps; feedback loops for error recovery; checklists for complex processes') — the destructive/batch cap does not apply because validation is present throughout.

5 / 5

Progressive Disclosure

The card is a single well-organized ~70-line task card with clear sections (when to use, before editing, taxonomy/passes, output contract, exit condition) and one clearly signaled one-level reference ("Shared operating invariants live in `templates/AGENTS.md`"). No bundle reference files exist in this skill, and the external `templates/AGENTS.md` path sits outside the bundle — a minor organization gap that keeps it at anchor 4 rather than anchor 5.

4 / 5

Total

17

/

20

Passed

Description

56%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description names a distinctive niche (anti-slop/deslop cleanup) with good trigger synonyms, but it is thin: it says only "Run a ... workflow" without concrete actions and omits any 'when to use' trigger guidance entirely. It functions more as a title than a complete description.

Suggestions

Add a 'Use when...' clause, e.g., 'Use when the user asks to clean up, refactor, deslop, or de-bloat code, or when AI-generated changes leave duplicate/dead code, wrappers, or masking fallbacks.'

Enumerate 2-4 concrete actions instead of "Run a ... workflow", e.g., 'Deletes dead code, removes duplication, unmasks fallback-like slop, and locks behavior with regression tests.'

Include natural synonyms users would actually say ("clean up this code", "remove dead code", "deduplicate") to strengthen trigger matching.

DimensionReasoningScore

Specificity

"Run an anti-slop cleanup/refactor/deslop workflow" names the domain (anti-slop cleanup, refactoring, deslopping) but the only action is the generic "Run a ... workflow", matching the anchor 'Names the domain but actions are minimal or generic'. It does not list concrete actions (e.g., delete dead code, remove duplication, lock behavior with tests), so it falls below anchor 3, which expects 1-2 concrete actions.

2 / 5

Completeness

The 'what' is stated (run an anti-slop cleanup/refactor/deslop workflow), but there is no 'Use when...' clause or any trigger guidance, which caps completeness at 3 per the judging guidelines. The 'what' is clear enough to sit at anchor 3 rather than anchor 2, since the domain and operation are named, but the missing 'when' prevents a higher score.

3 / 5

Trigger Term Quality

The phrase "anti-slop cleanup/refactor/deslop" provides good natural keyword coverage with three genuine synonyms users would say (cleanup, refactor, deslop). A few common variations are missing (e.g., "remove dead code", "deduplicate", "tidy up AI-generated code"), so it does not reach anchor 5's comprehensive coverage.

4 / 5

Distinctiveness Conflict Risk

The terms "anti-slop" and "deslop" establish a clear niche that distinguishes it from general refactoring or code-review skills, giving mostly distinct triggers. There is minor overlap risk with generic cleanup/refactor skills since "cleanup/refactor" alone is broad, keeping it just below anchor 5.

4 / 5

Total

13

/

20

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 — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
Yeachan-Heo/oh-my-codex
Reviewed

Table of Contents

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