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aris-paper-figure

Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.

61

Quality

73%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./skills/aris-paper-figure/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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 content is highly actionable with executable code and a well-sequenced workflow including validation checkpoints. Its main weakness is token efficiency from a duplicated figure-type table and minor structure redundancy.

Suggestions

Remove or merge the "Figure Type Reference" table with the Step 3 decision tree to eliminate redundancy and improve conciseness.

Make the bar-chart example read from JSON/CSV to align with the stated "Do NOT hardcode data" rule and lift actionability toward 5.

Add an explicit feedback loop in Step 5 (if a script fails or an output is missing/empty, re-run that script and inspect its stderr) to push workflow clarity toward 5.

DimensionReasoningScore

Conciseness

The body is mostly efficient and avoids explaining known concepts, but the "Figure Type Reference" table largely restates the Step 3 decision tree and the Acknowledgements add padding, matching anchor 3.

3 / 5

Actionability

Provides concrete, mostly copy-paste-ready code (style config, line/bar scripts, LaTeX table, bash loop) covering common cases; not a 5 because the bar-chart example hardcodes values, contradicting its own no-hardcode rule.

4 / 5

Workflow Clarity

Eight clearly sequenced steps with validation checkpoints (verify outputs, reviewer-model check, quality checklist); the batch-operation cap does not trigger because validation exists, but no explicit regenerate-on-failure loop keeps it below 5.

4 / 5

Progressive Disclosure

No bundle files exist; the single self-contained file is well-organized with clear sections, matching anchor 4; not a 5 because the duplicate Figure Type Reference could be consolidated.

4 / 5

Total

15

/

20

Passed

Description

78%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 clearly communicates both capability and trigger conditions with strong bilingual natural-language keywords. It is specific to the publication-figure niche and largely distinct, though slightly under-comprehensive on action coverage and missing some keyword variants.

DimensionReasoningScore

Specificity

"Generate publication-quality figures and tables from experiment results" names the domain and two concrete outputs but is not comprehensive, matching anchor 3; it does not list several specific actions so it is not a 4.

3 / 5

Completeness

Explicitly states what it does (generate publication-quality figures and tables from experiment results) and when to use it with concrete trigger phrases, matching anchor 5.

5 / 5

Trigger Term Quality

Includes natural bilingual triggers ("画图", "作图", "generate figures", "paper figures", "needs plots for a paper") giving good keyword coverage; not a 5 because file extensions and common variants like "charts"/"graphs" are absent.

4 / 5

Distinctiveness Conflict Risk

Clear paper/publication niche with distinct triggers minimizes conflict; not a 5 due to potential overlap with general charting or dataviz skills.

4 / 5

Total

16

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository
OpenLAIR/dr-claw
Reviewed

Table of Contents

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