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agentclash-regression-flywheel

Promote AI agent failure evidence into structured regression suites and manage their lifecycle.

25|2|Updated Mar 4, 2026
Search Tags:#testing#regression#ci-cd#triage#ai-agents#agentclash
One-click install
npx skills add https://github.com/agentclash/agentclash --skill agentclash-regression-flywheel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agentclash-regression-flywheel
Source: https://github.com/agentclash/agentclash/tree/main/web/content/agent-skills/agentclash-regression-flywheel
Command: npx skills add https://github.com/agentclash/agentclash --skill agentclash-regression-flywheel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the challenge of managing AI agent failures by transforming isolated errors into permanent regression test cases, ensuring that once a bug is fixed, it stays fixed.

Core Features & Use Cases

  • Failure Promotion: Seamlessly promote identified agent failures into structured regression suites.
  • Suite Management: Create, update, and organize regression suites to maintain high-quality agent performance.
  • Verification: Run suite-only verification tests to confirm that fixes effectively resolve the underlying issues without introducing new regressions.

Quick Start

Use the agentclash-regression-flywheel skill to inspect failure items for a specific run and promote the relevant ones into a regression suite for verification.

Frequently Asked Questions about agentclash-regression-flywheel

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

FAQPage Schema
How do I turn AI agent failures into regression tests in CI/CD?▼

AI agent failures are promoted into structured regression suites using the agentclash-regression-flywheel skill. It manages the test case lifecycle and runs verification tests to confirm fixes without introducing new regressions.

What is the best way to manage regression suites for AI agent performance validation?▼

Managing regression suites for AI agents involves creating, updating, and organizing test cases from historical failure patterns. This skill automates suite management and runs verification tests to ensure fixed bugs stay resolved.

Can I verify AI agent bug fixes without running my full test suite?▼

Yes, you can run suite-only verification tests to confirm that fixes resolve underlying issues. This targeted approach validates agent performance against historical failure patterns without executing the entire test suite.

Do I need the AgentClash CLI to automate regression triage for AI agents?▼

Yes, automating the promotion of AI agent failure evidence into regression suites requires access to the AgentClash CLI. You also need active workspace context to execute the promotion and verification commands.

How does promoting failure evidence into regression suites prevent recurring AI agent bugs?▼

Promoting failure evidence transforms isolated errors into permanent regression test cases. Once a bug is fixed, the suite continuously validates agent performance against these historical patterns to ensure the bug stays fixed.

Are there limitations when using regression flywheels for AI agent testing?▼

Regression flywheels require active workspace context and CLI access to execute commands. They apply specifically to CI/CD workflows where agent performance must be validated against historical failure patterns.

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