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fabric

Assess toxicity and safety risks in multi-file system.md prompts and return a verdict.

1|2|Updated Jul 30, 2025
Search Tags:#summarization#threat modeling#patterns#fabric#native execution
One-click install
npx skills add https://github.com/qinolabs/qino-claude --skill fabric-qinolabs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fabric
Source: https://github.com/qinolabs/qino-claude/tree/main/tools/fabric-reference
Command: npx skills add https://github.com/qinolabs/qino-claude --skill fabric-qinolabs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires fabric, and includes references (resource) components.

What problem does it solve?

This Skill eliminates the overhead of spawning external Fabric CLI processes by executing patterns directly within Claude's context, giving you faster execution and full conversation integration.

Core Features & Use Cases

  • Native Pattern Execution: Apply any of 248 Fabric patterns directly in Claude without process spawning.
  • Full Claude Power: Use your Opus/Sonnet subscription intelligence instead of Fabric's default model.
  • Use Case: When processing content with Fabric patterns like extract_wisdom, summarize, analyze_claims, and threat modeling.
  • Pattern Updates: Sync latest patterns from upstream with automated scripts.

Quick Start

Read tools/patterns/extract_wisdom/system.md and apply the pattern instructions to the provided content.

Frequently Asked Questions about fabric

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run Fabric patterns without using the CLI?▼

Native pattern execution in Claude lets you apply any of the 248 Fabric patterns directly within your conversation without spawning external processes. This gives you faster execution and full integration with Claude's context, eliminating CLI overhead.

Can I use Fabric patterns like summarize and threat modeling directly in Claude?▼

Yes. This Skill executes Fabric patterns—including summarize, extract_wisdom, analyze_claims, and threat modeling—natively in Claude using your Opus or Sonnet subscription intelligence instead of Fabric's default model.

What's the best way to assess toxicity and safety risks in system prompts?▼

Apply Fabric threat modeling patterns natively to evaluate potential toxicity and safety risks across multi-file prompts. The Skill returns a clear verdict with justification without requiring external CLI tools.

Do I need the Fabric CLI to run pattern-based analysis in Claude?▼

No. This Skill eliminates the need for the CLI by executing 248 Fabric patterns directly within Claude, giving you native pattern support and faster turnaround with full conversation integration.

How do I keep Fabric patterns up to date when running them in Claude?▼

Automated scripts sync the latest patterns from upstream, ensuring you always have access to current Fabric patterns without manual updates or CLI maintenance.

Can I apply multiple Fabric patterns to content in a single session?▼

Yes. Native execution lets you chain multiple Fabric patterns—summarization, extraction, analysis, and threat modeling—sequentially within Claude without process spawning overhead or context loss.

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