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WeChat Official Account topic planning and content calendar management. Based on WeChat article search and trending analysis, generates differentiated topic recommendations and outputs structured content calendars. Activated when users mention "topic", "planning", "content calendar", "trending", or "what to write next week".

69

Quality

85%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

82%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 well-structured, actionable skill body with concrete executable commands, a real bundled script, and a clear multi-step workflow anchored by a mandatory approval gate. Could improve slightly via tighter examples and an explicit search-failure feedback loop.

DimensionReasoningScore

Conciseness

Mostly efficient with minimal concept padding; a few parameter-example blocks and field lists in Step 4 could be trimmed but the body largely assumes Claude's competence.

4 / 5

Actionability

Provides fully executable, copy-paste-ready commands referencing a real script, documented flags, output fields, and a concrete JSON output schema covering the common cases.

5 / 5

Workflow Clarity

Seven clearly sequenced steps with an explicit mandatory approval gate (Step 5) and rate-limit guidance; falls short of 5 because search-failure recovery is only briefly described rather than as a full validate-fix-retry loop.

4 / 5

Progressive Disclosure

Well-organized sections with the script correctly externalized to scripts/ and clearly signaled via a script table and $SKILLS_ROOT callout; minor gap in that the topic-quality spec and JSON schema could be split into reference files.

4 / 5

Total

17

/

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, specific description that clearly states capabilities and explicit activation triggers for a well-defined niche. The main weakness is trigger coverage being English-only while the skill's actual user language is Chinese.

DimensionReasoningScore

Specificity

Names the WeChat domain and several concrete actions ('topic planning', 'generates differentiated topic recommendations', 'outputs structured content calendars'), with minor gaps (competitor analysis not mentioned).

4 / 5

Completeness

Explicitly answers both 'what' (planning, recommendations, calendars) and 'when' ('Activated when users mention...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Lists natural trigger terms ('topic', 'planning', 'content calendar', 'trending', 'what to write next week') including a full phrase, but omits common Chinese synonyms (选题/热点/公众号) that the actual user base would say.

4 / 5

Distinctiveness Conflict Risk

Targets a clear niche (WeChat Official Account content planning) with domain-specific triggers, making conflict with other skills unlikely.

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
netease-youdao/LobsterAI
Reviewed

Table of Contents

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