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xlsx

Read, create, or edit Excel spreadsheets (.xlsx/.xlsm) — sheet data, formulas, styles, charts, multi-sheet workbooks — and bulk .csv/.tsv tables; use whenever a spreadsheet is the input or the deliverable (extract/analyze data, add columns/formulas/formatting/charts, clean messy tables, build from scratch), but not for Google Sheets API or Word/PDF/script outputs.

76

Quality

95%

Does it follow best practices?

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SKILL.md
Quality
Evals
Security

Quality

Content

90%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.

The body is a tight, highly actionable reference that assumes Claude's competence and foregrounds the one genuinely surprising gotcha (openpyxl never computes formulas), backed by executable examples and a validation step. The only gaps are the lack of a single unified numbered workflow with an explicit fix-revalidate loop and the absence of any split-out reference files for progressive disclosure.

Suggestions

Add an explicit fix-and-revalidate loop to the verification section (e.g., 'if errs is non-empty, fix the offending formulas, re-save, and re-run the scan until clean') to lift workflow_clarity to 5.

For operations on an existing file, add a short numbered sequence (load with data_only=False -> edit only touched cells -> save -> verify) so the destructive edit path is a single traceable workflow rather than scattered examples.

If the skill grows, move the Raw OOXML details or a fuller openpyxl style/chart reference into a separate file under references/ and link to it, giving progressive_disclosure a clear one-level-deep path.

DimensionReasoningScore

Conciseness

Lean and dense throughout: no boilerplate explanations of what Excel or libraries are, every section earns its place, and the one extended prose block (the formula/cached-value gotcha) covers genuinely non-obvious behavior rather than common knowledge.

5 / 5

Actionability

Multiple copy-paste-ready executable blocks (read with dtype, create with styles/freeze panes, edit preserving formatting, charts, error-scan verification, CSV) cover the common cases with real, complete code.

5 / 5

Workflow Clarity

A dedicated 'Verifying you produced clean output' section supplies a validation checkpoint (so the destructive/batch cap at 3 does not bind), and the formula gotcha offers a clear decision tree with soffice gating; held at 4 because guidance is organized by task type rather than a single unified numbered sequence and lacks an explicit fix-and-revalidate loop after the error scan.

4 / 5

Progressive Disclosure

Well-organized into clear sections with the 'Raw OOXML (rarely needed)' aside correctly flagged as a deeper fallback; held at 4 because the body is over 50 lines with all content inlined and no one-level-deep reference files (none of references/scripts/assets exist) to push it to 5.

4 / 5

Total

18

/

20

Passed

Description

100%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.

The description is exemplary: it concisely covers a comprehensive set of concrete actions, surfaces natural trigger terms and file extensions, and explicitly bounds when to use vs. not use the skill. No ambiguity remains about scope.

DimensionReasoningScore

Specificity

Lists multiple concrete actions ('extract/analyze data, add columns/formulas/formatting/charts, clean messy tables, build from scratch') covering the domain comprehensively, matching the anchor for comprehensive coverage.

5 / 5

Completeness

Explicitly states both what ('Read, create, or edit Excel spreadsheets... sheet data, formulas, styles, charts, multi-sheet workbooks') and when ('use whenever a spreadsheet is the input or the deliverable'), with concrete trigger phrases and explicit exclusions.

5 / 5

Trigger Term Quality

Comprehensive natural terms including synonyms ('spreadsheet', 'Excel', 'tables') and file extensions ('.xlsx/.xlsm', '.csv/.tsv'), matching the anchor for full coverage with extensions.

5 / 5

Distinctiveness Conflict Risk

Clear niche (Excel/.xlsx/.xlsm/.csv/.tsv) with minimal conflict risk, reinforced by an explicit exclusion clause ('but not for Google Sheets API or Word/PDF/script outputs').

5 / 5

Total

20

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
HKUDS/DeepTutor
Reviewed

Table of Contents

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