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Workflow Schema Tuning

Category: Content  ·  Sub-category: content-misc  ·  Last updated:
Use when modifying `resources/workflow-schema.json` in cc-wf-studio to influence how AI agents generate workflows via the cc-workflow-ai-editor skill. Triggers include "AIが特定のノードタイプを選んでくれない", "ワークフロー生成のバイアスを調整したい", "スキーマの description を変えたい", "新しいノードタイプを追加したい", "嘘の制約がスキーマに混じっていないか確認したい". Covers what the schema actually does (instructions to AI, not runtime constraints), the design philosophy (align direction, do not prescribe rules), the build pipeline (.json → .toon auto-generated), and known bias sources to audit.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

The schema (resources/workflow-schema.json) is the primary spec delivered to the AI editor at runtime via the get_workflow_schema MCP tool. It is not a runtime validator — the runtime barely validates anything. Whatever the schema says, the AI believes. Treat schema edits as prompt engineering, not type definitions.

What this skill does

Workflow Schema Tuning is a community-contributed Claude Code skill in the content-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/workflow-schema-tuning/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when modifying `resources/workflow-schema.json` in cc-wf-studio to influence how AI agents generate workflows via the cc-workflow-ai-editor skill.

Who uses this skill

The Workflow Schema Tuning Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 147,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/workflow-schema-tuning
curl -L https://claudskills.com/skills/workflow-schema-tuning/SKILL.md \
  -o ~/.claude/skills/workflow-schema-tuning/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/workflow-schema-tuning/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/workflow-schema-tuning/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\workflow-schema-tuning\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Workflow Schema Tuning Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/workflow-schema-tuning/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Workflow Schema Tuning skill do?
Use when modifying `resources/workflow-schema.json` in cc-wf-studio to influence how AI agents generate workflows via the cc-workflow-ai-editor skill. Triggers include "AIが特定のノードタイプを選んでくれない", "ワークフロー生成のバイアスを調整したい", "スキーマの description を変えたい", "新しいノードタイプを追加したい", "嘘の制約がスキーマに混じっていないか確認したい". Covers what the schema actually does (instructions to AI, not runtime constraints), the design philosophy (align direction, do not prescribe rules), the build pipeline (.json → .toon auto-generated), and known bias sources to audit.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Workflow Schema Tuning skill?
Use Workflow Schema Tuning when your Claude Code task falls under the Content category — specifically in the content misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Workflow Schema Tuning" or describe the task and let Claude pick). Browse related skills at /category/content/.
What is a Claude Code skill and how does the Workflow Schema Tuning skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Workflow Schema Tuning is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
breaking-brake. (2026). Workflow Schema Tuning [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/workflow-schema-tuning/
BibTeX
@misc{workflow-schema-tuning-2026,
  author    = {breaking-brake},
  title     = {Workflow Schema Tuning [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/workflow-schema-tuning/}
}

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Security scan

Grade A · scanned 2026-07-10 — free static scan against the OWASP Agentic Skills Top 10.

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