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find-skills

Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, search for specific functionality, or discover new skills to install.

58

Quality

68%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./configs/microservice/bff-service/configs/agent-skills/clawhub/find-skills-skill/SKILL.md

The canonical home for this skill is find-skills in UnicomAI/wanwu

SKILL.md
Quality
Evals
Security

Quality

Content

67%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 delivers executable, well-organized search guidance with a clear primary source and a simple workflow appropriate to a single-purpose skill. Its weakest point is token efficiency: generic best-practice advice and a stale-prone skill catalog pad the file without adding capability.

Suggestions

Cut the "Best Practices" and "Installation Tips" sections (or compress to one line each) — guidance like "Read documentation" and "Verify network connectivity" is generic knowledge Claude already has.

Move the "Common Skill Categories" catalog into a references/categories.md file (or drop it) — it is a stale-prone listing that inflates SKILL.md without aiding the search task.

Make the GitHub source actionable: replace "Search: `openclaw skill` or `agent-skill`" with a concrete search URL or command, e.g. `gh search repos "openclaw skill" --filename SKILL.md`.

DimensionReasoningScore

Conciseness

Command examples are compact, but the body carries sections Claude does not need: "Best Practices" ("Read documentation", "Start simple", "Test thoroughly"), "Installation Tips" ("Check skill requirements", "Verify network connectivity"), and a ~40-line "Common Skill Categories" catalog of skill names that will go stale. It is above 2 because much of the body is efficient executable content, but below 4 due to these padded, low-value sections.

3 / 5

Actionability

Concrete, executable commands dominate: `npx clawhub search "keyword"`, `npx clawhub browse`, `--sort installs`, `--sort stars`, plus direct source URLs. Minor gaps keep it from 5: the GitHub guidance ("Search: `openclaw skill` or `agent-skill`") lacks an executable search command or URL, and troubleshooting steps like "Check skill requirements" are directions rather than commands.

4 / 5

Workflow Clarity

This is a simple single-purpose skill whose primary action (clawhub search, marked "Primary" among sources) is unambiguous, and the numbered Installation Tips sequence (check requirements → read SKILL.md → test in isolation) provides a clear order with a validation checkpoint. It is not 5 because the rate-limit recovery path, while ordered, has no explicit verify-success loop, and the choice among the five sources is only implicitly prioritized.

4 / 5

Progressive Disclosure

The single-file body is well organized with clear section headers and no nested or broken references (no references/, scripts/, or assets/ directories exist). It is not 5 because the file runs ~135 lines and the Common Skill Categories catalog and Search Strategies repetition are content that could be split into a reference file, leaving SKILL.md a leaner overview.

4 / 5

Total

15

/

20

Passed

Description

70%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 solid description that answers both what the skill does and when to use it with explicit trigger phrases. Its main weaknesses are a shallow action list in the 'what' clause and a slight overlap with installation-focused skills.

DimensionReasoningScore

Specificity

"Search and discover OpenClaw skills from various sources" names the domain and two concrete actions (search, discover), but "from various sources" is unspecified and no further concrete actions are listed. It is above level 2 because the actions are concrete rather than generic, but below level 4 because it does not list several specific actions.

3 / 5

Completeness

Both parts are present: a clear what ("Search and discover OpenClaw skills from various sources") and an explicit "Use when:" clause with concrete trigger phrases. It is not 5 because the 'what' is thinner than the anchor's multi-action description, and the triggers could be slightly more varied.

4 / 5

Trigger Term Quality

The description includes natural phrases users would say — "find available skills", "search for specific functionality", "discover new skills" — giving good keyword coverage. It falls short of 5 because common variations like "browse skills" or "what skills exist" are absent.

4 / 5

Distinctiveness Conflict Risk

The OpenClaw skill-discovery niche is distinct with triggers unlikely to fire competing skills. Minor overlap risk remains with the clawhub install and skill-creator skills since "discover new skills to install" brushes against installation intent.

4 / 5

Total

15

/

20

Passed

Validation

81%

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

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

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

Warning

Total

13

/

16

Passed

Repository
UnicomAI/wanwu
Reviewed

Table of Contents

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