find-skills

Discover and install agent skills from the open ecosystem. Use when you encounter an unfamiliar domain, framework, or workflow that you lack specialized knowledge about, or when your coordinator suggests searching for skills before starting a task.

Quality

69%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

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tessl review fix ./manager/agent/worker-agent/skills/find-skills/SKILL.md

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 is well-structured and actionable with a clear multi-step workflow and a real, correctly-referenced script bundle. Its main weakness is conciseness: redundant path/command repetition and a non-essential security paragraph add tokens that don't earn their place.

Suggestions

Remove the "Security Assurance" paragraph and consolidate the FIND_SKILLS_SCRIPT definition to a single location to cut repetition.

Add an explicit post-install verification step (e.g., confirm the skill appears under $HOME/skills before reporting success) to strengthen the workflow feedback loop.

Reconcile the install path shown in sample search output (/root/skills/...) with the prescribed $HOME/skills/... form to avoid a confusing inconsistency.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient, but the "Security Assurance" marketing paragraph, repeated definitions of FIND_SKILLS_SCRIPT (top and bottom), and the install command restated 4+ times add padding that could be trimmed without losing clarity.	3 / 5
Actionability	Concrete, copy-paste-ready commands ("${FIND_SKILLS_SCRIPT}" find [query], install <skill>) with real example queries (react performance, pr review, changelog) cover common cases; minor gaps remain from placeholders and a path inconsistency between the $HOME form and the /root form shown in sample output.	4 / 5
Workflow Clarity	Steps 1-4 (plus 2A for direct import) are clearly sequenced with a failure path ("When No Skills Are Found"), but there is no explicit install-verification checkpoint, so it sits just below the 5 anchor that requires explicit validation feedback loops.	4 / 5
Progressive Disclosure	Content is well-sectioned and the scripts/agentteams-find-skill.sh bundle is real and referenced one level deep via a clearly signaled absolute path; minor organization gaps (the categories table and tips could be trimmed) keep it below 5.	4 / 5
	Total	15 / 20 Passed

Description

71%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.

The description cleanly answers both what the skill does and when to use it, with a clear distinct niche in skill marketplace discovery. Its main weakness is trigger phrasing that is somewhat abstract and misses the concrete natural terms users actually say.

Suggestions

Add concrete natural trigger phrases to the description, e.g., "Use when the user asks 'find a skill for X', 'is there a skill for X', or wants to import/install a skill from the market."

Broaden the action coverage beyond 'discover and install' (e.g., 'search, browse, install, and update agent skills') to lift specificity.

Tighten the abstract clause 'unfamiliar domain, framework, or workflow that you lack specialized knowledge about' into more user-recognizable terms.

Dimension	Reasoning	Score
Specificity	"Discover and install agent skills from the open ecosystem" names the domain and two concrete actions (discover, install), but offers no broader action coverage, matching the 1-2-action anchor rather than the 'several specific actions' anchor at 4.	3 / 5
Completeness	It explicitly states what ("Discover and install agent skills from the open ecosystem") and when ("Use when you encounter an unfamiliar domain, framework, or workflow... or when your coordinator suggests searching for skills") with concrete trigger phrases, matching the anchor for both what and when.	5 / 5
Trigger Term Quality	The trigger clause "unfamiliar domain, framework, or workflow that you lack specialized knowledge about" plus "searching for skills" is relevant but abstract, and it omits the natural user phrasings (e.g., "find a skill for X", "is there a skill for X") that appear in the body but not the description.	3 / 5
Distinctiveness Conflict Risk	The skill-discovery/install niche is clearly distinct with minimal conflict risk, but the broad trigger phrasing ("unfamiliar domain, framework, or workflow") could overlap with general assistance skills, keeping it just below the 5 anchor.	4 / 5
	Total	15 / 20 Passed

Validation

100%

Warnings & errors only

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: agentscope-ai/AgentTeams
Path: manager/agent/worker-agent/skills/find-skills/SKILL.md
Commit: 223ddc2

Reviewed: 5 days ago

Table of Contents

Discovery Implementation Validation

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