fabric

The Fabric skill serves as an intelligent orchestration layer for the Fabric CLI, designed to streamline complex text processing and security workflows. By providing a decision tree-based interface for 242+ curated prompts, this skill acts as a bridge between high-level user intent and the granular execution capabilities of the Fabric toolset. It is built for security professionals, researchers, developers, and content creators who need to quickly transform, analyze, or summarize diverse information sources such as articles, video transcripts, code diffs, or threat reports.

• Automatically manages local repository dependencies, ensuring the Fabric CLI environment is properly initialized and updated before processing tasks.

• Implements a sophisticated intent-mapping strategy that routes user requests to specific patterns for threat modeling (e.g., STRIDE, Sigma, Nuclei), deep analysis (malware, logs, claims), or concise content extraction.

• Facilitates high-efficiency summarization tasks optimized for different formats including academic papers, YouTube video transcripts, newsletters, and Git change sets.

• Empowers content creation workflows by selecting patterns for professional documentation, such as PRDs, design documents, user stories, and various visualization formats like Mermaid and Markmap.

• Provides evaluation and judgment patterns to rate AI responses or assess content value, helping users iterate on outputs with confidence.

• Users should define their intent clearly (e.g., 'summarize', 'threat model', 'extract wisdom') to allow the skill to select the most appropriate Fabric pattern.

• Supports direct input processing via URL, YouTube links, raw text, or file redirection, enabling seamless integration into existing pipelines.

• Operates as a wrapper around the Fabric CLI; ensure the underlying Fabric repository is cloned to the local ~/.claude/skills/fabric/fabric-repo path.

• Ideal for security teams conducting incident analysis or threat report parsing, as well as developers needing automated code review or documentation generation.

• Constraints include reliance on the availability of the upstream Fabric repository; always verify system requirements before execution in restricted environments.