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stacked-chart-visualization

处理包含百分比字符串的分类占比数据,通过补全缺失维度并生成堆叠柱状图,直观展示多维度构成随时间或分类的变化趋势。

60

Quality

68%

Does it follow best practices?

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SecuritybySnyk

Passed

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Fix and improve this skill with Tessl

tessl review fix ./skills/sn-da-excel-workflow/capability/excel-data-visualization/stacked-chart-visualization/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The content is highly actionable with complete, runnable code and a clearly sequenced workflow that includes a data-validation checkpoint. Its main weakness is conciseness (some comments restate basic library behavior) and a monolithic structure with no progressive disclosure.

Suggestions

Trim comments that explain well-known matplotlib/pandas behavior (e.g., how the bottom parameter accumulates) to improve token efficiency.

Split the lengthy inline tutorial into a concise overview in SKILL.md with detailed code moved to a referenced script or reference file for better progressive disclosure.

Make the Step3 validation an explicit checkpoint with guidance on what to do if totals do not sum to ~100.

DimensionReasoningScore

Conciseness

The body is mostly efficient code with task-relevant comments, but some comments re-explain basic matplotlib knowledge (e.g., '核心堆叠逻辑:每一层的 bottom 是前几层高度的总和'), fitting the 'mostly efficient but includes some unnecessary explanation' anchor.

2 / 3

Actionability

It provides complete, executable Python with imports, sample data, conversion logic, plotting via the bottom parameter, and high-resolution save — copy-paste ready, matching the 'fully executable code' anchor.

3 / 3

Workflow Clarity

The Step1–Step5 sequence is clearly ordered and Step3 includes an explicit data-integrity validation ('验证数据完整性:确保所有维度相加接近 100' via final_check), satisfying the 'clear sequence with explicit validation steps' anchor for this non-destructive skill.

3 / 3

Progressive Disclosure

No bundle files exist and the skill is a single ~85-line monolithic tutorial with everything inline; though well-organized into steps, it exceeds the simple-skill under-50-lines allowance for a top score, fitting the 'content that should be separate is inline' anchor.

2 / 3

Total

10

/

12

Passed

Description

60%

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 specific and action-oriented in third person, clearly conveying what the skill does. Its main weakness is the absence of an explicit 'when to use' trigger clause, which caps completeness and weakens distinctiveness.

Suggestions

Add an explicit 'Use when...' clause stating when to invoke the skill (e.g., when the user asks for a stacked/percentage bar chart of categorical proportions).

Include more natural user-facing trigger terms such as '堆叠图' and '百分比堆叠图' alongside the technical phrasing.

Clarify the triggering scenario to reduce overlap with generic data-visualization skills.

DimensionReasoningScore

Specificity

Lists several concrete actions in third person — '处理包含百分比字符串的分类占比数据', '补全缺失维度', '生成堆叠柱状图', '展示...变化趋势' — matching the 'multiple specific concrete actions' anchor.

3 / 3

Completeness

It clearly answers 'what' the skill does but provides no explicit 'Use when...' trigger guidance for when to invoke it; per the guidelines a missing 'Use when...' clause caps completeness at 2.

2 / 3

Trigger Term Quality

Relevant terms like '百分比', '分类占比', '堆叠柱状图' are present, but '百分比字符串' leans technical and common user phrasings like '堆叠图' or '百分比堆叠图' are missing, fitting the 'some relevant keywords but missing common variations' anchor.

2 / 3

Distinctiveness Conflict Risk

The stacked-chart-with-missing-dimension niche is somewhat specific, but without explicit trigger guidance it could overlap with general chart/visualization skills, matching the 'somewhat specific but could still overlap' anchor.

2 / 3

Total

9

/

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
OpenSenseNova/SenseNova-Skills
Reviewed

Table of Contents

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