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rai-bugfix-review

Perform bugfix retrospectives and extract actionable patterns into retro.md and patterns.jsonl.

71|8|Updated Feb 13, 2026
Search Tags:#patterns#retrospective#governance#bugfix#knowledge-graph#process-improvement
One-click install
npx skills add https://github.com/humansys/raise --skill rai-bugfix-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: rai-bugfix-review
Source: https://github.com/humansys/raise/tree/main/packages/raise-cli/src/raise_cli/skills_base/rai-bugfix-review
Command: npx skills add https://github.com/humansys/raise --skill rai-bugfix-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables teams to perform a structured retrospective on bugfixes, extract actionable patterns, and drive process improvements to prevent repeat issues.

Core Features & Use Cases

  • Retrospective analysis of bugfix work to capture root causes and learnings.
  • Pattern extraction and linkage to the knowledge graph for ongoing governance.
  • Guidance for next steps in the bugfix lifecycle (pattern reinforcement, next skill triggers).

Quick Start

Run the bugfix review workflow for a completed bugfix to generate a retrospective and update patterns and governance artifacts.

Frequently Asked Questions about rai-bugfix-review

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

FAQPage Schema
How do I perform a retrospective on bugfix work to capture root causes?▼

A bugfix retrospective captures root causes and organizational learnings by reviewing completed fixes, generating a retro.md artifact, and extracting actionable patterns to prevent repeat issues in future development cycles.

What is the best way to extract actionable patterns from bugfixes?▼

Extracting actionable patterns from bugfixes involves analyzing completed fixes to identify systemic issues, then documenting these learnings in a patterns.jsonl governance file linked to the knowledge graph for traceability.

How does bugfix pattern extraction link to a knowledge graph for governance?▼

Pattern extraction links to the knowledge graph by updating governance data through a patterns.jsonl file during the post-fix workflow, ensuring each documented learning is traceable for ongoing process improvement.

When do I need to generate retrospective artifacts in the bugfix lifecycle?▼

Retrospective artifacts are generated during the post-fix phase of the bugfix lifecycle, producing a retro.md file and updating governance data to ensure traceability and drive process improvements before closing the issue.

Can I use this bugfix review workflow without prior dependencies?▼

The bugfix review workflow operates without prior dependencies, functioning independently to analyze completed fixes, extract patterns, and generate retrospective artifacts for process improvement.

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