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from-issue

Transform GitHub issues into merge-ready pull requests with automated pipelines.

4|Updated Jul 20, 2026
Search Tags:#automation#workflow#github#orchestration#sdlc#pull-request
One-click install
npx skills add https://github.com/highflame-ai/ai-factory --skill from-issue
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: from-issue
Source: https://github.com/highflame-ai/ai-factory/tree/main/skills/from-issue
Command: npx skills add https://github.com/highflame-ai/ai-factory --skill from-issue

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the manual overhead of managing the software development lifecycle by orchestrating the entire journey from a raw GitHub issue to a merge-ready pull request.

Core Features & Use Cases

  • Intelligent Routing: Automatically classifies issues as bugs, features, or architectural tasks and routes them to the appropriate specialized sub-agents.
  • Automated Pipeline: Handles the full sequence of classification, implementation, testing, cross-repo impact analysis, and PR creation.
  • Use Case: A developer can invoke this skill on a reported bug, and the agent will autonomously reproduce the issue, implement a fix, add a guard test, and open a PR, all while respecting human-in-the-loop safety gates.

Quick Start

Use the from-issue skill to drive the implementation of issue number 123 in the current repository.

Frequently Asked Questions about from-issue

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

FAQPage Schema
How do I automate the software development lifecycle from a GitHub issue to a pull request?▼

You can automate the software development lifecycle by using an orchestration skill that transforms GitHub issues into merge-ready pull requests. It classifies issues, implements fixes, runs tests, and creates PRs autonomously.

Can I automatically route GitHub bug fixes and feature requests to specialized agents?▼

Yes, intelligent routing automatically classifies GitHub issues as bugs, features, or architectural tasks. It then directs each issue to specialized sub-agents to handle the specific implementation requirements.

What do I need to set up before automating pull request creation from GitHub issues?▼

You need local repository access and the GitHub CLI integrated with your environment. These dependencies are required for the agent to manage branches, commits, and cross-service impact analysis automatically.

How does the automated pipeline handle code verification before opening a pull request?▼

The automated pipeline applies deterministic gates to verify code changes before opening a pull request. It reproduces reported bugs, implements fixes, and adds guard tests to ensure merge readiness.

Does the automated GitHub issue resolution process include human-in-the-loop safety gates?▼

Yes, the automated workflow respects human-in-the-loop safety gates during the software development lifecycle. This ensures you maintain oversight over branches, commits, and cross-repo impact analysis before PR creation.

Is there a way to analyze cross-repo impact when implementing architectural changes from GitHub issues?▼

The skill performs cross-service impact analysis automatically when routing architectural tasks. It evaluates the changes across your local repository to ensure structural integrity before opening a pull request.

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