Next-generation Agent Logic

SKILL.md Massive Skill Hub

Access thousands of high-quality AI Agent Skills

Deeply refactor and optimize execution logic

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Core Competencies

Why Choose SkillRefiner?

Break down language barriers.

Tired of others' Skills? Now, write logic in your most fluent native language, and we'll translate it into the most authentic native English instructions for LLMs.

AI-Native Logic Refactoring

Not just translation, but dimensional elevation. Automatically reconstructs natural language into a CoT (Chain-of-Thought) structure, significantly increasing the task execution success rate of Agents.

Zero-interference CLI experience

Designed for geeks. Internationalize and standardize SKILL.md with a single command in the terminal, without leaving your IDE.

Word Sense Disambiguation

Automatically identifies and optimizes vague expressions (such as "about" or "slightly"), converting them into precise, machine-executable parameters and constraints.

Instant Diff Feedback

The generated Skill files retain a Git-style diff view. You can clearly see how the Chinese logic is translated into professional English instructions.

Globalization ecosystem

Let your Agent go global. Even if English isn't your forte, your Skill can be used seamlessly by developers worldwide.

Developer Mode

Made for developers who prefer the command line.

npx skills-refiner Copy instruction

~%cd skill-docs

skill-docs%npx skills-refiner --lang zh-CN

Skills refiner v2.1.0

ℹ Config: Source Language set to zh-CN (Chinese)

ℹ Mode: Auto-Translate & Refine

⠋ Reading current directory...

⠹ Found raw SKILL.md (Chinese context)...

⠸ Refactoring to AI-Native English...

✓ Generated: SKILL.md

Opening diff viewer...