incident-to-regression

Convert Gait incident artifacts into deterministic regression fixtures and JUnit evidence.

12|5|Updated Feb 5, 2026

Search Tags:#testing #regression #reproducibility #ci #incident #gait

Ready to run

npx skills add https://github.com/davidahmann/gait --skill incident-to-regression

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: incident-to-regression
Source: https://github.com/davidahmann/gait/tree/main/.agents/submissions/anthropic/incident-to-regression
Command: npx skills add https://github.com/davidahmann/gait --skill incident-to-regression

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill transforms incident artifacts into repeatable regression tests and CI-ready outputs, enabling faster debugging and more robust AI agent development.

Core Features & Use Cases

Incident Reproduction: Create deterministic regression fixtures from incident run data.
CI Integration: Generate JUnit evidence for automated testing pipelines.
Use Case: When an AI agent fails in production, use this Skill to quickly generate a test case that reproduces the failure, allowing developers to fix it and prevent recurrence.

Quick Start

Use the incident-to-regression skill to convert the incident run identified by 'run_demo' into regression fixtures within the './regress-workdir' directory.

Frequently Asked Questions about incident-to-regression

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

FAQPage Schema

How do I convert incident artifacts into regression tests for repeatable failure reproduction?▼

Generating JUnit evidence from incident run data requires converting Gait artifacts into CI-ready outputs. The process applies automated grading to validate incident artifacts and outputs structured JUnit evidence for testing pipelines.

Can I generate JUnit evidence from incident run data for CI integration?▼

Do I need the Gait CLI installed to create deterministic regression fixtures from incidents?▼

To set up regression fixtures from an incident run, identify the specific run and target a working directory. Execute the conversion to process the incident artifacts and generate the regression fixtures within that specified directory path.

How do I set up regression fixtures from an incident run in a specific working directory?▼

What are the limitations when transforming AI agent incidents into CI-ready regression outputs?▼

Creating deterministic regression fixtures from incident artifacts produces repeatable test cases for automated grading. This result enables faster debugging and prevents AI agent failure recurrence by providing consistent reproduction evidence.