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breaking-brake avatar

Workflow Schema Tuning

breaking-brake/cc-wf-studio
5.1k stars
Summary

You edit `workflow-schema.json` to fix cases where the AI editor consistently picks the wrong node type or cites constraints that don't actually exist. The schema isn't a runtime validator, it's a prompt delivered to the AI, so treat edits as prompt engineering. The core philosophy is "align direction, don't prescribe rules." When the AI misbehaves, the fix is almost never adding more guidance bullets, it's removing whatever description or example is biasing it wrong. Check the skill template first (strongest pull), then node descriptions, then examples. After editing, regenerate the TOON format the MCP actually serves. Useful when you see "AIが特定のノードタイプを選んでくれない" or need to add a node type without accidentally teaching the AI to overuse it.

Install to Claude Code

npx -y skills add breaking-brake/cc-wf-studio --skill workflow-schema-tuning --agent claude-code

Installs into .claude/skills of the current project.

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CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
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Download Free life-time →
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Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
ego lite browserego lite browser
ego lite browser
Fastest browser for AI agents to run web automation tasks, always free.
Download Free life-time →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeHealth MCP ServerCodeHealth MCP Server
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Protect your code quality, stop the AI slop.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
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Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
DebuggingAutomation & Workflows
First SeenJun 11, 2026
View on GitHub

More from breaking-brake/cc-wf-studio

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