issue-processor

Categorize and enrich issues into product-definition pipeline items.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/mattfuster/aisef-setup --skill issue-processor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: issue-processor
Source: https://github.com/mattfuster/aisef-setup/tree/main/.claude/skills/issue-processor
Command: npx skills add https://github.com/mattfuster/aisef-setup --skill issue-processor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps teams convert scattered issues — bugs, market signals, observations, tensions, risks, feature requests, and questions — into structured, categorized items that feed the product-definition pipeline, enabling faster triage and coordinated planning across hubs.

Core Features & Use Cases

  • Classifies incoming items into hub-defined categories and associates them with relevant requirements, FRDs, ADRs, or decisions.
  • Enriches items with context such as related files, recent changes, environment details, and cross-links to related work.
  • Routes items to appropriate workflows (work orders or QA questions), preventing duplicates and surfacing patterns for consolidation.
  • Use Case: A PM triages multiple signals and issues, and this Skill converts them into organized entries ready for triage, planning, and decision-making.

Quick Start

Tell the AI to start processing new issues to populate the hub’s triage pipeline.

Frequently Asked Questions about issue-processor

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

FAQPage Schema
How do I triage bugs and feature requests into a structured product-definition pipeline?

Issue triage into a product-definition pipeline involves classifying incoming bugs, signals, and feature requests into categorized items. This process enriches entries with contextual links to FRDs and ADRs, then routes them to work orders or questions for coordinated planning.

What is the best way to categorize product issues and link them to ADRs?

The best way to categorize product issues is to apply hub-defined categories from product.md, automatically associating each issue with relevant decisions and ADRs. This ensures issues feed directly back into the product-definition workflow with full context.

Can I deduplicate market signals and observations before routing them to work orders?

Yes, you can deduplicate market signals and observations during processing. The system prevents duplicates and surfaces patterns for consolidation before routing enriched items to work order workflows or QA questions.

How does issue classification handle environment details and recent code changes?

Issue classification handles environment details and recent changes by enriching each categorized item with contextual references. It links related files, recent modifications, and environment specifics directly to the triaged entry for better decision-making.

Does this issue processing approach work for managing tensions and risks alongside standard bugs?

Yes, this issue processing approach works for managing tensions and risks alongside standard bugs. It transforms diverse inputs—including framework changes and questions—into structured items that feed the product-definition pipeline uniformly.