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baoyu-infographic

Generate professional infographics with 21 layout types and 22 visual styles. Analyzes content, recommends layout×style combinations, and generates publication-ready infographics. Use when user asks to create "infographic", "信息图", "visual summary", "可视化", or "高密度信息大图".

63

Quality

77%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/baoyu-infographic/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

54%

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

The skill demonstrates excellent workflow clarity with a well-sequenced 7-step process, explicit confirmation gates, and good progressive disclosure to reference files. However, it is significantly over-verbose—the Image Generation Tools section, Confirmation Policy, User Input Tools section, and Reference Images section contain extensive conditional logic and edge-case handling that bloats the token budget considerably. Actionability is moderate: while the workflow is well-structured, it lacks concrete examples of generated prompts or executable code snippets.

Suggestions

Move the Image Generation Tools resolution logic (steps 1-4, ~40 lines) into a referenced file like `references/image-backend-resolution.md` and keep only a 3-line summary in the main skill body.

Add a concrete example of a complete generated prompt (Step 5 output) showing how layout definition + style definition + structured content combine into the final `prompts/infographic.md` file.

Consolidate the User Input Tools section, Confirmation Policy, and Reference Images section into shorter inline summaries or move detailed edge cases to reference files—these three sections alone account for ~80 lines of conditional logic.

Remove redundant restatements of the Confirmation Policy (it's referenced 4+ times across the document); a single definition with anchor link is sufficient.

DimensionReasoningScore

Conciseness

The skill is extremely verbose at ~400+ lines. Large sections explain tool resolution logic, backend selection cascades, confirmation policies, and preference file discovery in exhaustive detail that Claude could handle with much briefer instructions. The Image Generation Tools section alone is a wall of conditional logic that could be a referenced file. Concepts like backup naming conventions and EXTEND.md path resolution are repeated or over-specified.

1 / 3

Actionability

The workflow steps are concrete and sequenced with specific file paths, option tables, and output structures. However, there is no executable code—everything is procedural instruction rather than copy-paste commands. The actual prompt construction (Step 5) is described abstractly ('Combine: layout definition + style definition + base template') without showing a concrete example of a generated prompt or the template format.

2 / 3

Workflow Clarity

The 7-step workflow is clearly sequenced with explicit validation checkpoints: Step 4 is a hard confirmation gate before generation, backup rules protect existing files at each step, Step 6 includes retry logic and a text-correction policy, and the confirmation policy is thoroughly defined with skip conditions. Feedback loops for error recovery (regenerate from corrected prompt rather than patch) are explicit.

3 / 3

Progressive Disclosure

The skill effectively uses progressive disclosure with a clear overview in the main file and well-signaled one-level-deep references to layout definitions, style definitions, analysis framework, structured content template, base prompt, preferences schema, first-time setup, and codex-imagegen details. References are organized in a logical directory structure (references/layouts/, references/styles/, references/config/).

3 / 3

Total

9

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is an excellent skill description that hits all the key criteria. It provides specific, concrete capabilities with quantified details (21 layouts, 22 styles), includes a clear 'Use when' clause with bilingual trigger terms, and occupies a distinct niche that minimizes conflict risk with other skills. The third-person voice is used correctly throughout.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities: generating infographics with specific counts of layout types (21) and visual styles (22), analyzing content, recommending layout×style combinations, and generating publication-ready output.

3 / 3

Completeness

Clearly answers both 'what' (generate professional infographics with 21 layouts and 22 styles, analyze content, recommend combinations) and 'when' (explicit 'Use when' clause with specific trigger terms).

3 / 3

Trigger Term Quality

Includes strong natural trigger terms in both English and Chinese: 'infographic', '信息图', 'visual summary', '可视化', '高密度信息大图'. These cover natural phrases users would actually say when requesting this type of content.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche focused specifically on infographics. The specific mention of layout types, visual styles, and bilingual trigger terms makes it very unlikely to conflict with other skills like general charting or document creation.

3 / 3

Total

12

/

12

Passed

Validation

72%

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

Validation8 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

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

Warning

Total

8

/

11

Passed

Repository
jimliu/baoyu-skills
Reviewed

Table of Contents

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