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huashu-data-pro

数据分析与办公提效全能助手。覆盖数据处理、分析洞察、报告撰写、PPT制作、数据可视化的端到端工作流。 始终从专家视角出发,帮用户多想一步。遇到不确定的问题主动与用户确认。 支持:Excel数据分析、投放数据复盘、ROI测算、数据可视化、报告生成、PPT制作、公式生成。 当用户提到"分析数据"、"做报告"、"做PPT"、"Excel"、"投放分析"、"ROI"、"复盘"、 "周报"、"月报"、"数据处理"、"图表"、"可视化"、"汇报"、"表格"、"公式"时使用此技能。

75

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

85%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.

A dense, actionable body with concrete commands, design constraints, and an explicit post-generation self-check. It is held back from full marks only by minor decorative prose and a promotional footer that could be trimmed for token efficiency.

Suggestions

Trim atmospheric prose (e.g. '像一本设计精良的杂志') and remove the '花叔出品' promotional footer so every line earns its token cost.

Consider moving the two external/non-bundle references (~/.claude/skills/image-to-slides/… and the 'design-philosophy' skill) into a single clearly-marked optional-resources note so the in-bundle index stays unambiguous.

DimensionReasoningScore

Conciseness

The body is mostly lean (tables, terse principles, exact thresholds), but includes non-essential prose such as '温暖专业感…像一本设计精良的杂志' and the closing '花叔出品' promotional block that do not aid execution.

2 / 3

Actionability

Provides concrete script paths, an exact playwright screenshot command with viewport flags, specific hex values (#D4A017), and hard thresholds (≥10pt, <3% merge into 其他, Y轴从0), yielding copy-paste-ready guidance.

3 / 3

Workflow Clarity

Sequences work clearly: an output-format decision table, a 5-point 生成后自检 validation checklist, and a '不确定时必须问' gating step that acts as an explicit checkpoint before proceeding.

3 / 3

Progressive Disclosure

The SKILL.md is an overview pointing via a clear 参考文件索引 table to one-level-deep, verified references (visual-design-system.md, report-style-gallery.md, html-templates.md, workflows.md, ad-analytics.md) that all exist in the bundle.

3 / 3

Total

11

/

12

Passed

Description

100%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.

A well-constructed description that states capabilities, gives explicit trigger guidance, and uses third-person voice throughout. Its only soft spot is the slightly broad '全能助手' framing, but the concrete capability and trigger lists keep it distinctive.

DimensionReasoningScore

Specificity

Lists multiple concrete actions such as 'Excel数据分析', '投放数据复盘', 'ROI测算', '报告生成', 'PPT制作', '公式生成', matching the anchor for listing multiple specific concrete actions.

3 / 3

Completeness

Explicitly answers both what ('覆盖数据处理、分析洞察…端到端工作流' plus a '支持' list) and when ('当用户提到…时使用此技能'), with an explicit Use-when clause present.

3 / 3

Trigger Term Quality

Provides a broad set of natural terms users would say — '分析数据', '做报告', '做PPT', '周报', '月报', '图表', '可视化', '汇报' — with good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

The data-analysis/office-productivity niche is paired with specific triggers (ROI, 投放分析, 复盘) that make it unlikely to fire for unrelated skills.

3 / 3

Total

12

/

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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