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autonomous-debug-repair

Automate triage, root-cause analysis, and repair planning for runtime errors.

Updated Aug 23, 2026
Search Tags:#testing#debugging#verification#triage#repair#root-cause-analysis#automated-debugging
One-click install
npx skills add https://github.com/chomchomchomy/antigravity-skills --skill autonomous-debug-repair
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autonomous-debug-repair
Source: https://github.com/chomchomchomy/antigravity-skills/tree/main/autonomous_debug_repair
Command: npx skills add https://github.com/chomchomchomy/antigravity-skills --skill autonomous-debug-repair

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates triage, root-cause analysis, and repair planning when runtime errors or unexpected behavior occur, reducing mean time to repair.

Core Features & Use Cases

  • Automated triage: log analysis, environment checks, and git diff review to determine impact.
  • Root cause analysis: perform why-why reasoning to identify true causes based on evidence.
  • Hypothesis-driven repair planning: offer multiple approaches (Quick Fix, Correct Fix, Robust Fix) to restore reliability.
  • Repair & verification workflow: generate code edits, minimal tests, and a verification loop to ensure no regressions.

Quick Start

Provide the error message and context, then instruct the AI to triage, diagnose root causes, propose fixes, and generate tests.

Frequently Asked Questions about autonomous-debug-repair

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

FAQPage Schema
How do I automate root-cause analysis for runtime errors and flaky tests?▼

Automate root-cause analysis by providing logs and git diffs to perform why-why reasoning, identify true causes based on evidence, and generate targeted code edits to restore reliability.

What is the best way to triage failing scripts and plan repairs?▼

Triage failing scripts by analyzing logs, checking environments, and reviewing git diffs to determine impact, then generate quick, correct, or robust repair approaches with verification loops.

How do I fix flaky tests and prevent regressions automatically?▼

Fix flaky tests by diagnosing root causes and generating minimal tests alongside a verification loop, ensuring code edits restore reliability without introducing new regressions.

What do I need to provide for automated debugging and repair planning?▼

Provide error messages, runtime logs, recent git diffs, and environment verification access to enable triage, hypothesis-driven repair planning, and automated code edits.

Can I get multiple fix approaches for site-structure changes causing runtime errors?▼

Get multiple fix approaches for site-structure changes by triaging the errors and applying root-cause analysis to generate quick, correct, and robust repair plans.

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