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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".

79

Quality

100%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

The content is an executable, well-sequenced workflow with concrete commands, an explicit approval gate, and one-level-deep references to a verified bundle script. It assumes Claude's competence and avoids padding throughout.

DimensionReasoningScore

Conciseness

The body uses tight tables, executable code blocks, and a numbered workflow without explaining concepts Claude already knows; every section earns its place, satisfying the lean-and-efficient anchor despite a minor restatement of the anti-scraping interval advice in 'Search Considerations'.

3 / 3

Actionability

Provides fully executable node commands with concrete flags (-n, -o, -r), a parameter table, defined output fields, and a complete content_calendar.json schema that is copy-paste ready.

3 / 3

Workflow Clarity

A clear 7-step sequence includes an explicit mandatory approval gate in Step 5 ('cannot be skipped') and a retry/feedback loop for anti-scraping failures; not a 2 because checkpoints are explicit rather than implicit.

3 / 3

Progressive Disclosure

SKILL.md is an overview that points one level deep to the real bundle script scripts/wechat_search.js (verified present) and to the article-writer skill, with well-organized sections and no nested references.

3 / 3

Total

12

/

12

Passed

Description

100%

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 concrete, third-person, and explicitly pairs capabilities with natural trigger terms, hitting the top anchor on all four dimensions. No vague fluff or over-claims are present.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'topic planning', 'content calendar management', 'article search and trending analysis', 'generates differentiated topic recommendations', 'outputs structured content calendars' — matching the anchor for listing several specific concrete actions.

3 / 3

Completeness

Clearly states what the skill does and provides an explicit 'Activated when users mention ...' clause, satisfying both the 'what' and 'when' requirements; below would require the when clause to be missing or implied.

3 / 3

Trigger Term Quality

Explicit natural trigger terms ('topic', 'planning', 'content calendar', 'trending', 'what to write next week') give good coverage of phrases a user would actually say; not merely a 2 because it goes beyond a single generic keyword.

3 / 3

Distinctiveness Conflict Risk

The 'WeChat Official Account' + 'content calendar' niche is specific and paired with distinct triggers, making conflict with unrelated skills unlikely; not a 2 because the domain is narrowly scoped.

3 / 3

Total

12

/

12

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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