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

73%

Does it follow best practices?

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Securityby

Critical

Do not install without reviewing

Fix and improve this skill with Tessl

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

Quality

Content

68%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 content is highly actionable with concrete commands and a clear step sequence, but it carries some over-explanation of concepts Claude already knows and lacks an explicit verification checkpoint after install.

Suggestions

Trim the "What is the Skills CLI?" intro and Security Assurance paragraph, which explain concepts Claude already knows.

Add an explicit post-install verification step (e.g., confirm the skill is available) to close the workflow validation gap.

Consider moving the Common Skill Categories table and Tips section into a reference file to keep SKILL.md a leaner overview.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient with actionable commands, but sections like "What is the Skills CLI?" ("Skills are modular packages that extend agent capabilities...") and the Security Assurance paragraph explain concepts Claude already knows, so it could be tightened.	3 / 5
Actionability	It provides fully executable, copy-paste-ready guidance — a concrete FIND_SKILLS_SCRIPT resolution loop, exact find/install commands, example queries, and sample output — covering the common search, direct-import, and no-results cases.	5 / 5
Workflow Clarity	Steps 1 through 4 (understand, search, present, install) are clearly sequenced with a no-results branch, but there is no validation/verification checkpoint after the install write operation, so checkpoints are missing or implicit.	3 / 5
Progressive Disclosure	Structure is good with well-organized sections and a clearly signaled one-level-deep reference to the bundled agentteams-find-skill.sh script (resolved via FIND_SKILLS_SCRIPT); minor gaps remain in that some inline category/tips content could be trimmed.	4 / 5
	Total	15 / 20 Passed

Description

78%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 is strong and well-formed, clearly stating both the capability and explicit trigger conditions in third person. Its main weakness is specificity, naming only two actions rather than a fuller range of capabilities.

Suggestions

Expand the capability list beyond "Discover and install" to mention updating or checking skills for more comprehensive specificity.

Add a natural trigger phrase like "find a skill" or "is there a skill for X" to the description itself, not just the body.

Dimension	Reasoning	Score
Specificity	The description names the domain ("agent skills from the open ecosystem") and two concrete actions ("Discover and install"), matching the anchor for 1-2 concrete actions without comprehensive coverage; it does not list additional capabilities like updating or checking skills.	3 / 5
Completeness	It explicitly answers both what ("Discover and install agent skills from the open ecosystem") and when with concrete trigger phrases ("Use when you encounter an unfamiliar domain, framework, or workflow... or when your coordinator suggests searching"), matching the top anchor.	5 / 5
Trigger Term Quality	It includes natural trigger phrasing users would say — "unfamiliar domain, framework, or workflow" and "searching for skills" — giving good keyword coverage, though common phrasings like "find a skill" or "is there a skill for X" appear only in the body, not the description.	4 / 5
Distinctiveness Conflict Risk	Skill discovery/installation is a fairly distinct niche with specific triggers, but it has minor overlap risk with general package-manager or tool-installation skills, so it sits at mostly-distinct rather than minimal-conflict.	4 / 5
	Total	16 / 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/copaw-worker-agent/skills/find-skills/SKILL.md
Commit: 223ddc2

Reviewed: 13 days ago

Table of Contents

Discovery Implementation Validation

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