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skills-manager

搜索、安装和协调创建 Claude Code Agent Skills。当用户想要搜索技能、安装工具、创建自定义 Skill,或者说"find a skill"、"搜索技能"、"帮我做个 skill"、"create a skill"时触发。也适用于用户说"有没有做 X 的工具"、"我想扩展 Agent 能力",或当前能力不足需要先查找可复用方案的场景。

72

Quality

88%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

86%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 efficiently written, highly actionable skill body: concrete CLI commands, delegation-first logic with explicit fallbacks, and validation with a retry loop for skill creation. The remaining gaps are unspecified validation mechanics and a couple of compressed fallback branches.

Suggestions

Make the post-creation validation concrete — e.g., name the exact check or command used to verify frontmatter and the trigger description.

Spell out the "无结果" fallback ordering as explicit steps so the retry-then-create branch is unambiguous.

DimensionReasoningScore

Conciseness

The body is compressed, telegraphic guidance with zero padding — e.g., "优先 `npx skills`,备选 `$CHERRY_STUDIO_BUN_PATH x skills`" — and explains nothing Claude already knows. Every token earns its place, matching the anchor-5 lean example.

5 / 5

Actionability

Concrete copy-paste commands are provided (`npx skills find [query]`, `npx skills add <owner/repo@skill> -y`, `npx skills init <skill-name>`) and the install path is an executable checkpoint sequence. It falls short of anchor 5 because the post-creation verification step ("验证 frontmatter、触发描述和一个真实用例") specifies what to verify but not how.

4 / 5

Workflow Clarity

Creation is a numbered 1-4 sequence with an explicit validation step and fix-retry loop ("验证失败就修正后重跑"), and install enforces a user-confirmation checkpoint before a privileged operation. Not anchor 5 because some checkpoints (the "无结果" fallback ordering, validation specifics) are compressed and implicit rather than explicit.

4 / 5

Progressive Disclosure

The skill is under 50 lines, needs no external references (none exist in the bundle, and the body references none), and is organized into two clear sections. Per the simple-skill guideline this matches the anchor-5 well-organized-sections standard.

5 / 5

Total

18

/

20

Passed

Description

91%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: it states concrete capabilities and provides unusually rich bilingual trigger phrases covering both English and natural Chinese user phrasings. The only weakness is mild breadth — the tool-installation and creation wording could bleed into neighboring skills' territory.

Suggestions

Narrow "安装工具" to skill-specific installation (e.g., "安装 Skill 工具") to reduce overlap with general package-management skills.

Optionally add lifecycle actions such as listing or updating installed skills to round out coverage toward the top specificity anchor.

DimensionReasoningScore

Specificity

Names the domain (Claude Code Agent Skills) and three concrete actions — "搜索" (search), "安装" (install), "协调创建" (orchestrate creation) — with minor gaps (no update/removal/listing actions). It lists several specific actions rather than only 1-2, so it sits above the anchor-3 example but below anchor 5's comprehensive coverage.

4 / 5

Completeness

Explicitly answers "what" ("搜索、安装和协调创建 Claude Code Agent Skills") and "when" ("当用户想要...时触发" plus additional scenario triggers like "当前能力不足需要先查找可复用方案"). Both halves are concrete and explicit, matching the anchor-5 example.

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases in both English and Chinese: "find a skill", "搜索技能", "帮我做个 skill", "create a skill", "有没有做 X 的工具", "我想扩展 Agent 能力". Coverage includes casual synonyms and paraphrased user intents, matching the anchor-5 standard.

5 / 5

Distinctiveness Conflict Risk

The skill-management niche is clear with mostly distinct triggers, but "安装工具" (install tools) and the creation half could overlap with a dedicated skill-creator or package-installing skill. Minor overlap risk with closely related skills fits anchor 4 rather than anchor 5's minimal conflict.

4 / 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
CherryHQ/cherry-studio
Reviewed

Table of Contents

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