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weixin-mp

通过 Limb 体系操作微信公众号:发布文章、上传图片、管理草稿。 Use when: 需要发布内容到微信公众号、查看草稿、检查公众号连接状态。 Not for: 其他平台的发布、纯文本聊天、非公众号相关操作。 Output: 微信公众号操作结果(发布ID、草稿列表、图片URL等)。

71

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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.

A lean, highly actionable skill body: concrete tool invocations with params and constraints, a validated and authorization-gated publishing workflow, and a useful common-errors list. The only gaps are the abbreviated command lists for material/article management and the inlined API reference in a single file.

DimensionReasoningScore

Conciseness

Every tool entry is a dense signature with params, return shape, and constraints (temp-dir restriction, 2 MB / 10 MB limits); there is no explanation of concepts Claude already knows and no padded sections. Not score 4 because no section can be trimmed without losing non-obvious operational detail.

5 / 5

Actionability

Eleven capabilities give copy-paste-ready `limb_invoke_tool({ nodeId, command, params })` calls covering the common cases, but the 素材管理 and 已发布文章 bullets list bare command names ("list_material、get_material_count、delete_material") without the full invocation format, leaving minor gaps. Not score 5 because those entries are not directly executable as written.

4 / 5

Workflow Clarity

The 发文流程 section gives a clear 7-step sequence with explicit validation (step 6 "list_drafts 回读" checking media_id, title, author, digest, cover, and first-screen subtitle), a pre-flight node check, an authorization gate for the destructive publish step ("仅在用户明确授权正式发表时发布"), and a 常见错误 section for error recovery.

5 / 5

Progressive Disclosure

Well-organized single-file structure with clear section headers (使用前检查, 接口发现, 核心能力, 发文流程, 常见错误, 限制) and no nested or buried references. Not score 5 because the ~35-line tool listing (核心能力) is the kind of API reference that could be split into a separate file now that the skill exceeds 50 lines.

4 / 5

Total

18

/

20

Passed

Description

87%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 with explicit what/when/not-for/output structure and concrete trigger phrases in the user's language. The only weaknesses are minor coverage gaps in the action list and synonym variants that live in the triggers field rather than the description text.

DimensionReasoningScore

Specificity

Names the domain ("通过 Limb 体系操作微信公众号") and three concrete actions ("发布文章、上传图片、管理草稿") plus concrete outputs ("发布ID、草稿列表、图片URL"), but omits draft updating/deleting and material management, leaving minor gaps in coverage.

4 / 5

Completeness

Explicitly answers both what ("发布文章、上传图片、管理草稿") and when ("Use when: 需要发布内容到微信公众号、查看草稿、检查公众号连接状态") with concrete trigger phrases, and adds Not-for and Output clauses. This clearly matches the top anchor rather than anchor 4, whose 'when' is less explicit.

5 / 5

Trigger Term Quality

The description contains natural phrases users would say ("发布内容到微信公众号", "查看草稿", "检查公众号连接状态"), but common synonyms such as "weixin"/"wechat" or "发文" appear only in the separate triggers field, not the description itself.

4 / 5

Distinctiveness Conflict Risk

"微信公众号" is a clear niche and the explicit "Not for: 其他平台的发布、纯文本聊天、非公众号相关操作" boundary excludes adjacent skills, giving minimal conflict risk.

5 / 5

Total

18

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
zts212653/clowder-ai
Reviewed

Table of Contents

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