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Turn technical conversations, bugs, CI failures, review comments, and repeated agent mistakes into durable project improvements. Use when the user asks what should be automated, documented, tested, added to AGENTS.md/CLAUDE.md, wired into CI, or changed so the same issue does not happen again. This skill is for both non-technical and technical users: it explains the learning in plain English, inspects the repository, chooses the right prevention layer, proposes changes first, and only edits project files when explicitly asked.

79

Quality

100%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%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-engineered instruction skill: lean, actionable, with a clear sequenced workflow, explicit validation checkpoints, and clean one-level-deep progressive disclosure backed by real bundle files.

DimensionReasoningScore

Conciseness

The body is instruction-dense with no padding about concepts Claude already knows (no 'what is CI' or 'what is AGENTS.md' explanations); every section — Protected Invariants, Reference Routing, Workflow — earns its tokens.

5 / 5

Actionability

Provides executable script invocations ('scripts/inspect_project_guidance.py --cwd <repo>'), a copy-paste ready markdown output contract with a changes table, and a concrete promotion-matrix mapping of lesson types to destinations.

5 / 5

Workflow Clarity

A clearly sequenced six-step workflow (Capture → Inspect → Choose Layer → Account for CI Cost → Report First → Apply) with validation checkpoints: 'Re-read target files immediately before editing', 'Keep patches narrow and reversible', and 'Run the smallest relevant validation and report what passed'.

5 / 5

Progressive Disclosure

SKILL.md is a well-signaled overview: the Reference Routing section names each one-level-deep reference with its use case, and every referenced file (references/*.md, scripts/*.py) exists in the bundle, making navigation easy.

5 / 5

Total

20

/

20

Passed

Description

100%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: third-person voice, concrete actions, explicit what-and-when triggers, and a distinct niche. It is concise yet comprehensive without buzzword padding.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'inspects the repository, chooses the right prevention layer, proposes changes first, and only edits project files when explicitly asked' — plus 'explains the learning in plain English', giving comprehensive coverage rather than vague abstractions.

5 / 5

Completeness

Explicitly states what ('Turn technical conversations, bugs, CI failures... into durable project improvements') and when ('Use when the user asks...') with concrete trigger phrases, satisfying both halves.

5 / 5

Trigger Term Quality

The 'Use when the user asks what should be automated, documented, tested, added to AGENTS.md/CLAUDE.md, wired into CI' clause covers natural user phrasings plus concrete file names a user would actually mention.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche — the prevention layer after technical work — with distinct triggers (AGENTS.md/CLAUDE.md, CI wiring, automation) that minimize overlap with other skills.

5 / 5

Total

20

/

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

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository
The-Vibe-Company/companion
Reviewed

Table of Contents

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