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

80%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Fix and improve this skill with Tessl

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

Quality

Content

85%Weight 40%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is highly actionable with a clear, low-risk workflow and clean structure, held back only by definitional and marketing-style padding that competes with the context window.

Suggestions

Cut the "Skills are modular packages that extend agent capabilities..." definition and condense the Security Assurance block to a one-line isolation note.

Consider trimming the Common Skill Categories table and Tips section, which restate knowledge Claude can infer from search results.

Dimension	Reasoning	Score
Conciseness	The body is mostly actionable, but the "What is the Skills CLI?" paragraph defines a package manager and the "Security Assurance" block reads as marketing, both padding Claude does not need.	2 / 3
Actionability	It provides concrete, copy-paste-ready commands via the FIND_SKILLS_SCRIPT variable plus mapped user-phrase→command examples for find, install, and direct import, fully executable.	3 / 3
Workflow Clarity	A clearly numbered flow (understand → search → present → install) with an explicit ambiguity checkpoint ("If the provided name looks ambiguous... search first") and a guardrail to copy exact install commands; no destructive/batch step triggers the validation cap.	3 / 3
Progressive Disclosure	Content is organized into clearly headed sections with one well-signaled, single-level bundle reference (the real ./scripts/agentteams-find-skill.sh) and no nested reference chains.	3 / 3
	Total	11 / 12 Passed

Description

75%Weight 40%Scale 1-3

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 covers what and when in third-person voice with a distinct niche, but its action list is thin and the trigger phrasing leans formal rather than matching natural user language.

Suggestions

Add one or two more concrete verbs (e.g., "search, browse, install, and update") to lift specificity to the top anchor.

Mirror natural user phrasing in the trigger clause (e.g., add "when the user asks 'is there a skill for X' or 'find a skill for X'").

Dimension	Reasoning	Score
Specificity	"Discover and install agent skills" names two concrete actions and the domain (open ecosystem), but stops at two verbs rather than enumerating several specific actions as the top anchor requires.	2 / 3
Completeness	It answers both "what" ("Discover and install agent skills from the open ecosystem") and "when" with an explicit "Use when..." trigger clause, matching the top anchor.	3 / 3
Trigger Term Quality	Triggers like "unfamiliar domain, framework, or workflow" and "searching for skills" are relevant, but the phrasing is somewhat formal/jargon-laden and misses common natural variations users would actually say (e.g., "find a skill", "is there a skill for").	2 / 3
Distinctiveness Conflict Risk	The skills-marketplace discovery niche is clear and narrowly scoped, with triggers tied to lacking specialized knowledge, making conflict with other skills unlikely.	3 / 3
	Total	10 / 12 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: 785c2db

Reviewed: 6 days ago

Table of Contents

Discovery Implementation Validation

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