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Discover codebase patterns, conventions, and unwritten rules before making changes. Use when implementing features, fixing bugs, or refactoring code.

69

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

85%

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 concise, well-structured investigation guide with a clear sequence and validation checklist, but its guidance stops short of concrete executable commands or search patterns that would make it fully actionable.

Suggestions

Add specific executable examples for the investigative steps, e.g. `git log -p -- <path>`, `grep -rn "deleted_at"`, or a test-suite invocation, so guidance is copy-paste ready rather than directional.

Tighten abstract directives like "Trace data flow" with a concrete technique (e.g., "grep for the field name across modules to find producers and consumers").

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence, offering action-oriented heuristics (e.g., "`deleted_at` columns indicate soft-deletion") without padding or explaining concepts Claude already knows; nearly every token earns its place.

3 / 3

Actionability

Guidance is concrete in places (named naming variants, schema signals, a checklist) but largely directional ("Search for code that solves similar problems", "Trace data flow") with no specific executable commands or search patterns, so key details are missing for an instruction-only skill.

2 / 3

Workflow Clarity

A clear Before/During sequence is paired with an explicit end Checklist as a validation checkpoint and a "Surface Concerns" section that acts as a feedback/escalation loop when conflicts arise, matching the sequenced-with-checklist anchor.

3 / 3

Progressive Disclosure

The skill is short and well-organized into clearly labeled sections with no need for external bundle files (none exist), which satisfies the simple-skill allowance for a top progressive-disclosure score.

3 / 3

Total

11

/

12

Passed

Description

82%

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 concise and properly answers both what and when with natural third-person triggers, but it is somewhat abstract in its capabilities and its triggers are broad enough to risk overlapping with other coding skills.

Suggestions

Replace the single abstract verb "Discover" with multiple concrete actions (e.g., "Search for analogous code, trace data flow, and identify reusable utilities") to lift specificity.

Narrow or qualify the "Use when" triggers so the skill is less likely to fire on routine coding tasks that do not require pattern discovery.

DimensionReasoningScore

Specificity

It names the domain and the objects of discovery ("patterns, conventions, and unwritten rules") but relies on a single abstract verb ("Discover") rather than listing multiple distinct concrete actions, so it does not reach the multi-action anchor of 3.

2 / 3

Completeness

It explicitly answers both what ("Discover codebase patterns, conventions, and unwritten rules before making changes") and when ("Use when implementing features, fixing bugs, or refactoring code"), satisfying the explicit-trigger requirement.

3 / 3

Trigger Term Quality

"Use when implementing features, fixing bugs, or refactoring code" uses natural phrases a user would actually say, giving good coverage of common request phrasings.

3 / 3

Distinctiveness Conflict Risk

The niche (pre-change codebase investigation) is distinct, but the triggers ("implementing features, fixing bugs, or refactoring code") are broad enough to fire on nearly any coding task and overlap with many general coding skills.

2 / 3

Total

10

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
foryourhealth111-pixel/Vibe-Skills
Reviewed

Table of Contents

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