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ce-simplify-code

Simplify code for clarity, reuse, quality, and efficiency while preserving behavior, and prune tests and comments that carry no value. Use after implementation and before review, or to audit tests or comments in any part of a repo; use ce-debug for bugs.

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

85%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 tightly written five-step orchestration workflow with explicit validation, feedback loops, and stop conditions, and it uses progressive disclosure well — verbatim reviewer rubrics and reporting formats live in real, one-level-deep reference files. The main room for improvement is trimming platform-hedging passages and concretizing a few judgment phrases.

DimensionReasoningScore

Conciseness

The body is dense and prescriptive with no padding or explanation of known concepts ('fewer lines is not the goal', 'Do not paraphrase these rubrics from memory'), but a few passages hedge across platform contingencies at length (the model-selection paragraphs) and could be trimmed, fitting 'efficient; minor instances of over-explanation'.

4 / 5

Actionability

Gives concrete, executable direction: exact persona file paths to pass verbatim, an explicit git fallback ('git diff HEAD'), ordered scope-resolution rules, and explicit per-mode behaviors. Minor gaps remain — sourcing of 'the project standards governing the scope' is vague, and judgment phrases like 'worthwhile findings' and 'blast radius' are not concretized — so it lands on 'mostly executable guidance with minor gaps' rather than fully executable.

4 / 5

Workflow Clarity

Five clearly sequenced steps with an explicit validation checkpoint (run typecheck, lint, and blast-radius-matched tests), a feedback loop for error recovery ('Fix simplification-caused failures or revert the responsible change'), preflight and empty-scope stop conditions, and a rule against silently skipping verification — matching the top anchor.

5 / 5

Progressive Disclosure

The SKILL.md is an orchestration overview with all bulk detail in seven reference files (standalone-report, reviewer-dispatch, five personas) that all exist, are exactly one level deep with no nested references, and are well-signaled with explicit read timing ('now', 'before dispatching') and per-reviewer applicability conditions.

5 / 5

Total

18

/

20

Passed

Description

83%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 is strong: it states concrete capabilities, an explicit 'use when' clause with multiple trigger situations, and an explicit redirect to a sibling skill for bugs. Its only weakness is moderate coverage of natural synonyms and slightly abstract action wording.

DimensionReasoningScore

Specificity

Lists several concrete actions — simplifying code for clarity, reuse, quality, and efficiency while preserving behavior, plus pruning tests and comments that carry no value — but the named dimensions ('quality', 'efficiency') are somewhat abstract compared to fully concrete operations, matching the 'several specific actions with minor gaps' anchor.

4 / 5

Completeness

Explicitly answers both 'what' ('Simplify code for clarity, reuse, quality, and efficiency while preserving behavior, and prune tests and comments that carry no value') and 'when' ('Use after implementation and before review, or to audit tests or comments in any part of a repo'), with concrete trigger situations and a sibling-skill redirect ('use ce-debug for bugs').

5 / 5

Trigger Term Quality

Natural phrases like 'simplify code', 'before review', 'after implementation', and 'audit tests or comments' cover the common ways a user would ask for this, but synonyms such as 'refactor', 'clean up', 'dead code', or 'redundant' are missing, fitting 'good keyword coverage; a few natural terms missing'.

4 / 5

Distinctiveness Conflict Risk

Behavior-preserving simplification plus test/comment pruning is a mostly distinct niche and the explicit 'use ce-debug for bugs' redirect reduces wrong-skill triggering, though broad terms like 'quality' and 'review' leave minor overlap risk with generic review or lint skills.

4 / 5

Total

17

/

20

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

referenced_paths_exist

Referenced path issues: 5 deeper-than-1-level

Warning

Total

14

/

16

Passed

Repository

EveryInc/compound-engineering-plugin

Path

skills/ce-simplify-code/SKILL.md

Reviewed

Table of Contents

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