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find

Find and compare agent skills across enabled registries, GitHub repositories, search indexes, and local directories; list, enable, or disable those sources. Return broad, deterministic, provenance-rich discovery results, then verify a selected result on demand. Use for discovery and source management, never publishing or silently installing code.

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

96%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.

An exceptionally lean and actionable instruction-only skill: exact commands, explicit exit-code and validation semantics, and well-integrated one-level-deep references. The only structural improvement is moving the ranking internals and response-contract fine print into the existing reference files.

DimensionReasoningScore

Conciseness

The body is composed almost entirely of terse imperative directives with zero padding and no explanations of concepts Claude already knows — no 'what a registry is' or library tutorials — so every token earns its place per the 5 anchor.

5 / 5

Actionability

Copy-paste-ready launcher commands for bash and PowerShell with exact flags, concrete follow-up subcommands (page/inspect/explain/details, sources list/enable/disable, packs), and explicit exit codes (0/2/3/4) cover the common cases fully, matching the 'fully executable' anchor.

5 / 5

Workflow Clarity

The search workflow (steps 1–8) and install workflow (steps 1–5) are clearly sequenced with explicit validation checkpoints: prerequisite check before run, inspect-before-install, explicit approval immediately before executing, and exit-code-driven error handling ('On prerequisite failure (exit 4), show the concise error and stop').

5 / 5

Progressive Disclosure

The three reference files (configuration.md, result-schema.md, architecture.md) exist, are linked one level deep, and are clearly signaled with their purpose. It falls short of 5 because dense inlined material — the 70/20/10 ranking formula and the footer/link contract rules — reads like reference content that could be split out of the overview.

4 / 5

Total

19

/

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.

A strong description: concrete, comprehensive actions with an explicit use-for/use-against boundary. Its main gap is that the trigger guidance is stated abstractly rather than with the concrete phrases a user would naturally say.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — 'Find and compare agent skills', 'list, enable, or disable those sources', 'Return broad, deterministic, provenance-rich discovery results, then verify a selected result on demand' — covering the skill's capabilities comprehensively, matching the 'multiple specific concrete actions; comprehensive coverage' anchor rather than the 'minor gaps' anchor at 4.

5 / 5

Completeness

Both 'what' and 'when' are explicit: capabilities plus 'Use for discovery and source management, never publishing or silently installing code.' The 'when' clause is present but abstract rather than the concrete trigger phrases ('when the user mentions X') required by the 5 anchor, while clearly above the 'weakly implied when' of the 3 anchor.

4 / 5

Trigger Term Quality

Natural terms like 'agent skills', 'find', 'compare', 'registries', 'GitHub repositories', and 'enable or disable' are present, giving good keyword coverage. It falls short of the 5 anchor because common user phrasings like 'search for skills', 'locate', or 'browse' are missing.

4 / 5

Distinctiveness Conflict Risk

It carves a clear niche (federated skill discovery and source management) and explicitly bounds it with 'never publishing or silently installing code', minimizing overlap with installer or generic search skills.

5 / 5

Total

18

/

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

bibryam/universal-skill-finder

Path

skills/find/SKILL.md

Reviewed

Table of Contents

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