skill-optimizer-yashu

Original：🇨🇳 Chinese

Translated

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Analyze and optimize document quality issues of other Skills, including checks on frontmatter format, progressive disclosure structure, file reference integrity, AI-friendliness, etc. When to use: When users say "optimize this skill", "check skill quality", "review skill", "there's something wrong with the skill", "help me look at this skill", "diagnose the skill"

2installs

Sourcesteelan9199/wechat-publisher

Added on2026-03-14

NPX Install

npx skill4agent add steelan9199/wechat-publisher skill-optimizer-yashu

SKILL.md Content (Chinese)

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Skill Optimizer

AI Calling Specification: This Skill is designed exclusively for AI. Human users only need to describe their requirements in natural language, and the AI will automatically complete analysis and optimization.

How to Use This Skill

Trigger Conditions

User Input Examples	AI Execution
"check / diagnose / review / look at / analyze / evaluate xxx skill"	Run analyze.py for quality analysis
"optimize / improve / fix / upgrade / refactor xxx skill"	Run optimize.py to generate optimized documents

Default Behavior: If the user's intent is unclear, prioritize executing analyze.py (analysis scenarios account for 90%).

Execution Steps

Scenario	Step	AI Action	Specific Command
Analysis	1	Run analysis script	`python skill-optimizer-yashu/scripts/analyze.py <skill-name> --folder <skills-folder>`
Analysis	2	Parse output results	Extract the number of errors/warnings/suggestions/hints and detailed problem lists
Analysis	3	Output analysis report	Display results to users according to the [Analysis Result Template]
Optimization	1	Run optimization script	`python skill-optimizer-yashu/scripts/optimize.py <skill-name> --folder <skills-folder> --output /tmp/<skill-name>-optimized.md`
Optimization	2	Confirm optimization completion	Check if the output file exists
Optimization	3	Output optimization summary	Display an overview of optimized content and file path to users

Output Templates

Analysis Result Template:

==================================================
Analysis Result: {Level}
==================================================
Errors: {N} | Warnings: {N} | Suggestions: {N} | Hints: {N}

Issues Found:
  - {Type}: {Issue Description}
  - {Type}: {Issue Description}

Optimization Result Template:

✅ Optimization Completed!
📄 Optimized document saved to: {File Path}

Optimization Overview:
- {Optimization Item 1}
- {Optimization Item 2}
- {Optimization Item 3}

Inspection Dimensions

Frontmatter Format - Check fields such as name, description, metadata
Progressive Disclosure Structure - Check document length and content organization
File Reference Integrity - Check if referenced files exist
AI-friendliness - Check whether AI can accurately understand and execute
Completeness of Usage Instructions - Check if there are clear usage instructions
Token Efficiency - Check the way information is organized

For detailed inspection standards, refer to Check Specification.

Rating Standards

Level	Conditions	Explanation
Needs Fix	Errors exist	Critical issues that must be fixed, affecting normal use of the skill
Good	No errors, with warnings	Minor issues that need attention but do not affect usage
Excellent	No errors/warnings, with suggestions	Optimization suggestions to further improve quality
Very Good	No errors/warnings/suggestions, with hints	Minor hints, overall quality is high
Perfect	No issues at all	Fully compliant with specifications, no problems

Error Handling

Error Scenario	Handling Method
Skill does not exist	Prompt that the specified skill folder cannot be found
Invalid path	Prompt for invalid folder path
SKILL.md missing	Mark as error, prompt for missing main document

Resources

analyze.py - Main script for analyzing skill quality
optimize.py - Generate optimized SKILL.md based on analysis results
Check Specification - Detailed inspection standards and specification descriptions