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excel-outlier-detection-and-highlighting

识别 Excel 中的超限数值与错误单元格并进行高亮标注。

57

Quality

64%

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/sn-da-excel-workflow/capability/excel-cell-coloring/outlier-coloring/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%

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

The skill delivers tight, executable code in a clear four-step flow with good organization. Its main weaknesses are hard-coded assumptions that hurt actionability and the absence of any validation/verification checkpoint around the destructive highlight-and-save step.

Suggestions

Parameterize or derive the target/value columns and target sheet (e.g. detect the limit column by header, or document the assumed layout explicitly) instead of hard-coded indices and 'Sheet3'.

Add a validation checkpoint before saving: verify exceed_rows/error_cells were found as expected and confirm wb/output paths before calling wb.save().

Include the missing preamble (loading df from the workbook and opening wb with openpyxl) so the snippets run end-to-end without inference.

DimensionReasoningScore

Conciseness

The body is lean: four short numbered steps each with focused, executable Python and only minimal inline comments, with no padding explaining concepts Claude already knows.

3 / 3

Actionability

Code is concrete and mostly copy-paste ready, but relies on hard-coded assumptions ('假设特征列在第一列', value_col=8, wb['Sheet3']) and omits the df/wb setup, leaving key details unverified.

2 / 3

Workflow Clarity

The four steps are sequenced, but a destructive batch operation (highlight rows + save file) has no validation or verification checkpoint, which caps workflow clarity at 2 per the rubric.

2 / 3

Progressive Disclosure

A single self-contained file with well-organized labeled steps and no external references; for a simple skill under the line this meets the bar without splitting.

3 / 3

Total

10

/

12

Passed

Description

57%

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 to a distinct Excel niche but stops short of providing trigger guidance. Adding an explicit 'Use when...' clause with natural trigger terms would raise completeness and trigger-term quality.

Suggestions

Add a 'Use when...' clause naming natural triggers, e.g. 'Use when the user asks to find, check, or highlight out-of-limit values or formula errors (#DIV/0!, etc.) in Excel.'

Broaden action coverage in the description to mention limit extraction, error-cell scanning, and report generation rather than only '识别' and '高亮'.

Include common trigger variations like '超限检测', '错误单元格', 'Excel 高亮', and English terms ('outliers', 'errors') to improve trigger term quality.

DimensionReasoningScore

Specificity

Names the domain (Excel) and a couple of concrete actions ('识别...超限数值与错误单元格', '高亮标注'), but does not comprehensively list the underlying capabilities (limit extraction, error-cell scanning, report generation).

2 / 3

Completeness

Clearly states what the skill does but never states when Claude should use it; per the rubric a missing 'Use when...' clause caps completeness at 2.

2 / 3

Trigger Term Quality

Contains relevant terms ('Excel', '超限数值', '错误单元格', '高亮') a user might say, but offers no 'Use when' phrasing and no common variations or synonyms.

2 / 3

Distinctiveness Conflict Risk

Targets a clear niche (Excel out-of-limit values and error-cell highlighting) unlikely to collide with sibling skills; the parent note further disambiguates scope.

3 / 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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