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story-short-scan

短篇网文扫榜。分析知乎盐言、七猫、黑岩、点众等平台热门短篇数据,捕捉风口题材。触发方式:/story-short-scan、/短篇扫榜、「短篇什么火」「知乎故事排行」。

64

Quality

78%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/story-short-scan/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

78%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 that sequences a multi-phase scan workflow with validation checkpoints and cleanly delegates detail to real bundle files via a well-signaled reference table. The main lift would be tightening the philosophy section and inlining one concrete scraper invocation example.

DimensionReasoningScore

Conciseness

Mostly lean with tables and structured phases that assume Claude's competence and avoid explaining generic concepts; the '核心哲学' principles section is mildly explanatory and could be trimmed, but it carries domain-specific guidance rather than padding.

4 / 5

Actionability

Gives concrete executable guidance — platform URLs, scraper flags (--pages/--detail/--channel), file-naming convention, and a copy-paste report template — but lacks an inline example invocation line in Phase 2, leaving a minor gap.

4 / 5

Workflow Clarity

Five clearly sequenced phases with explicit checkpoints (黑岩失败标SKIP继续、内置知识标注未校验、书名命中率质量门、趋势可信度/复扫时间); a few validation details live in the script descriptions rather than inline in the workflow, so it is not quite a full checklist.

4 / 5

Progressive Disclosure

Clear overview in SKILL.md with a 参考资料 table that signals one-level-deep references and a '何时加载' column; referenced files (references/real-market-data.md, scripts/*.js) all exist and content is appropriately split.

5 / 5

Total

17

/

20

Passed

Description

78%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 concise, third-person description that clearly states its niche and supplies concrete trigger phrases covering both command and colloquial invocation. Its main weakness is thin action coverage — only two verbs — leaving the 'what' less comprehensive than the platform list implies.

Suggestions

Add 1-2 more concrete actions to the description (e.g., outputting emotion-direction candidates, risk thresholds, and re-scan timing) to lift specificity from 1-2 actions to several.

Include a natural English or broader synonym trigger (e.g. '短篇趋势' or '什么短篇火') to round out trigger-term coverage.

Add a half-clause distinguishing this scan step from the analyze/write siblings (e.g. '扫榜第一步,输出题材候选供后续 analyze/write') to reduce overlap risk.

DimensionReasoningScore

Specificity

Names the domain (短篇网文扫榜) and specific platforms (知乎盐言/七猫/黑岩/点众) with two concrete actions ('分析...热门短篇数据', '捕捉风口题材'), but stops at two actions rather than comprehensive coverage.

3 / 5

Completeness

Explicitly answers both what (分析平台热门短篇数据、捕捉风口题材) and when (触发方式 with concrete command and colloquial trigger phrases), matching the anchor requiring both with concrete triggers.

5 / 5

Trigger Term Quality

Provides good natural trigger coverage including a slash command (/story-short-scan), a colloquial alias (/短篇扫榜), and user-style phrases ('短篇什么火', '知乎故事排行'); a few synonymous phrasings a user might say are still missing.

4 / 5

Distinctiveness Conflict Risk

Clear niche (短篇网文扫榜) with platform-specific triggers, but minor overlap risk with sibling skills in the same family (story-short-analyze, story-long-scan) referenced in the body.

4 / 5

Total

16

/

20

Passed

Validation

81%

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

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

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

Warning

Total

13

/

16

Passed

Repository
worldwonderer/oh-story-claudecode
Reviewed

Table of Contents

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