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ce-optimize

Optimize a named target with a measured loop: attribute a workload's cost, or score variants and keep winners. Use when a working system's metric should move and the winning change is not already known. Use ce-debug when the job is diagnosis; use ce-work when the change is already known.

70

Quality

86%

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SecuritybySnyk

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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.

A well-architected skill body: phased workflow with explicit checkpoints and gates, lean directive prose, and clean progressive disclosure into verified reference files. Minor conciseness and actionability gains are available by trimming the artifact-root redundancy.

DimensionReasoningScore

Conciseness

The body is dense and directive, assuming Claude's competence without explaining known concepts, but the 'Artifact Root' prose and the adjacent ce-docs-root comment block overlap, leaving minor trimmable redundancy.

4 / 5

Actionability

Concrete commands and paths appear throughout ('git rev-parse --show-toplevel', 'evaluate with scripts/decide.mjs', 'Read references/spec.md'), but the bulk of executable detail is delegated to referenced files rather than fully inlined.

4 / 5

Workflow Clarity

Four phases are explicitly sequenced with checkpoint markers CP-0 through CP-5, named gates (clean-tree, user approval, dependency pre-approval), enumerated stop criteria, and a measure/write/verify validation discipline with feedback loops.

5 / 5

Progressive Disclosure

The body is a clear overview with well-signaled, one-level-deep references (persistence.md, spec.md, measurement.md, loop.md, wrap-up.md) and named scripts, all verified to exist; content is appropriately split for easy navigation.

5 / 5

Total

18

/

20

Passed

Description

87%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.

A strong description that states concrete capabilities, gives an explicit 'Use when' trigger, and disambiguates from sibling skills. Trigger-term coverage is good but could add common synonyms.

DimensionReasoningScore

Specificity

Names the domain and several concrete actions ('attribute a workload's cost, or score variants and keep winners') rather than vague language, though the actions stay somewhat abstract compared to a fully comprehensive listing.

4 / 5

Completeness

It explicitly answers both what ('Optimize a named target with a measured loop…') and when ('Use when a working system's metric should move and the winning change is not already known') with concrete trigger phrases.

5 / 5

Trigger Term Quality

'Optimize' and 'metric should move' are natural terms a user would say, giving good keyword coverage, but common synonyms (e.g. 'tune', 'benchmark', 'make this faster') are absent.

4 / 5

Distinctiveness Conflict Risk

Explicit routing to sibling skills ('Use ce-debug when the job is diagnosis; use ce-work when the change is already known') carves out a clear niche with minimal conflict risk.

5 / 5

Total

18

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
EveryInc/compound-engineering-plugin
Reviewed

Table of Contents

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