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huashu-research

结构化网络调研流程,确保调研成果增量保存到文件,不因会话截断丢失。当用户说"调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息"时使用此技能。

74

Quality

91%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

92%Weight 40%Scale 1-3

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

The content is a tight, actionable research workflow with concrete templates, clear sequencing, and good organization. Its only blemish is unnecessary non-functional token spend in the promotional footer and a self-dated update line.

Suggestions

Remove the promotional author footer (公众号/粉丝/代表作) — it is irrelevant to the skill's function and wastes tokens.

Replace or drop the hardcoded "最后更新: 2026-02-06" date, which will age; move any versioning into a separate changelog if needed.

Either supply the referenced SHARED-RULES.md or remove the in-body pointer to it so there are no dangling references.

DimensionReasoningScore

Conciseness

The body itself is lean and assumes Claude's competence, but the off-topic promo footer (公众号/粉丝/AppStore 排名) and a time-sensitive "最后更新" date add tokens that don't serve the skill's function.

2.5 / 3

Actionability

Provides concrete file paths, copy-paste-ready markdown templates for both the running notes and the final briefing, and specific cadence rules (e.g. "每完成3次搜索保存一次阶段摘要").

3 / 3

Workflow Clarity

A clearly sequenced four-step workflow (create file → search & save → stage summary → final briefing) with an explicit cadence checkpoint; this is a non-destructive research task so heavy validation loops are not required.

3 / 3

Progressive Disclosure

A short single-purpose skill (~95 lines) with well-organized sections and no genuine need for external references; the one dangling reference to SHARED-RULES.md is minor since the inline content is self-contained.

3 / 3

Total

11.5

/

12

Passed

Description

90%Weight 40%Scale 1-3

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 concise, third-person, and clearly answers both what the skill does and when to use it, with a strong set of natural trigger terms. The main weakness is that it states the domain and a couple of actions rather than enumerating several concrete capabilities.

Suggestions

Expand the action list beyond '增量保存' and '防止截断丢失' to concrete verbs like '搜集竞品信息', '整理来源与可信度', '生成结构化调研简报'.

Add a couple more natural trigger variations such as '查一查' or '搜集资料' to broaden coverage.

DimensionReasoningScore

Specificity

Names the domain (网络调研) and some actions (增量保存到文件, 不因会话截断丢失), but does not enumerate a comprehensive list of multiple concrete actions like the score-3 anchor.

2 / 3

Completeness

Explicitly answers both 'what' (structured research flow with incremental file persistence) and 'when' via the explicit trigger clause "当用户说……时使用此技能".

3 / 3

Trigger Term Quality

Quotes natural colloquial terms users would actually say — "调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息" — giving good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

Clear niche of web research with incremental persistence and distinct triggers, making it unlikely to fire for unrelated skills.

3 / 3

Total

11

/

12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
alchaincyf/huashu-skills
Reviewed

Table of Contents

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