fabric-generate

Generate up to 8 deduplicated work items from codebase signals and gaps.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/adaw/skills --skill fabric-generate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fabric-generate
Source: https://github.com/adaw/skills/tree/main/fabric-generate
Command: npx skills add https://github.com/adaw/skills --skill fabric-generate

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill autonomously generates new, high-value work items when the existing backlog is thin, ensuring continuous development progress and addressing potential project stagnation.

Core Features & Use Cases

  • Automated Work Item Creation: Generates up to 8 intake items from vision goals, security/quality gaps, and codebase signals.
  • Intelligent Deduplication: Prevents spam by intelligently deduplicating generated items against the existing backlog.
  • Use Case: When a project's backlog is low on actionable tasks, this Skill can scan the codebase for security vulnerabilities, undocumented features, or performance bottlenecks and create specific, prioritized tasks to address them, ensuring the development team always has meaningful work.

Quick Start

Use the fabric-generate skill to discover and create new work items based on current project needs.

Frequently Asked Questions about fabric-generate

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

FAQPage Schema
How do I automatically generate backlog work items from codebase signals?

Generate high-value work items by scanning codebase signals like security gaps, untested code, and undocumented APIs to produce up to 8 prioritized intake tasks. This directly prevents project stagnation when the existing development backlog is thin.

What is automated backlog generation for software engineering tasks?

Automated backlog generation scans vision goals and codebase quality gaps to autonomously create actionable development tasks. It identifies security vulnerabilities, performance hotspots, and governance debt to maintain continuous development progress.

How do I prevent duplicate work items when auto-generating development tasks?

Prevent duplicate work items during task generation by applying intelligent deduplication against the existing backlog. This mechanism checks newly generated intake items for overlaps to maintain quality and prevent task spam.

Can I generate developer tasks for security vulnerabilities and undocumented APIs?

Yes, you can generate developer tasks for security vulnerabilities and undocumented APIs by scanning the codebase for quality gaps. The process identifies these specific codebase signals and translates them into prioritized intake items.

Does automated work item creation work with developer productivity and backlog management goals?

Automated work item creation supports developer productivity and backlog management goals by continuously identifying high-value tasks from codebase signals. It aligns generated intake items with vision goals to ensure meaningful, actionable work.

What are the limitations of autonomously generating work items from codebase signals?

A limitation of autonomously generating work items is the strict cap of 8 intake items per scan. Additionally, while intelligent deduplication prevents spam, the system requires existing backlog data to compare against for accurate quality filtering.