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flightctl
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bugfix

Diagnose software bugs, implement minimal fixes, and verify with regression tests.

6|16|Updated Mar 9, 2026
Search Tags:#debugging#documentation#developer workflow#root cause analysis#regression testing#bugfix#pull request automation
One-click install
npx skills add https://github.com/flightctl/ai-workflows --skill bugfix-flightctl
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bugfix
Source: https://github.com/flightctl/ai-workflows/tree/main/bugfix
Command: npx skills add https://github.com/flightctl/ai-workflows --skill bugfix-flightctl

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you resolve software bugs systematically by turning unclear symptoms or reports into a verified fix with regression tests and complete release-ready documentation.

Core Features & Use Cases

  • Evidence-based diagnosis: Reads reproduction context, traces code paths, inspects git history, and produces a root-cause analysis with explicit evidence.
  • Minimal, best-practice repair: Implements the smallest change that addresses the diagnosed root cause, with quality checks and implementation notes.
  • Regression-proof verification: Creates tests that fail without the fix and pass with it, runs the full suite, and records verification results.
  • Optional review and documentation: Performs a skeptical review, then generates issue updates, release notes, changelog entries, and PR descriptions.
  • Interactive or autonomous operation: Works phase-by-phase interactively, or can run unattended in bot/CI mode through diagnose → fix → test → review → document.

Quick Start

Ask the agent to fix a failing issue end-to-end by saying: "Fix bug https://github.com/org/repo/issues/425 — session status updates failing."

Frequently Asked Questions about bugfix

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

FAQPage Schema
How do I diagnose and fix a software bug end-to-end from reproduction to pull request?▼

To fix a software bug end-to-end, the workflow traces reproduction context, diagnoses the root cause with explicit evidence, implements a minimal repair, and verifies behavior with regression tests before generating PR-ready documentation.

What's the best way to automate root cause analysis and regression testing for runtime errors?▼

Automating root cause analysis and regression testing requires evidence-driven code path tracing, generating artifacts under a dedicated bugfix directory, and running tests that fail without the fix and pass with it in unattended CI mode.

Can I run an unattended bugfix workflow in CI to resolve failing test failures automatically?▼

Yes, unattended bugfix workflows can run in bot or CI mode, moving sequentially through diagnose, fix, test, review, and document phases to resolve test failures and generate release notes autonomously.

Does this bugfix workflow support interactive debugging for crashes or only autonomous execution?▼

The bugfix workflow supports both interactive debugging for crashes and autonomous execution, allowing developers to work phase-by-phase or run unattended through the entire diagnose, fix, and test pipeline.

How do I generate release notes and changelog entries after implementing a minimal bug fix?▼

After implementing a minimal bug fix, the workflow performs a skeptical review and automatically generates issue updates, release notes, changelog entries, and PR descriptions as part of its documentation phase.

What is evidence-based diagnosis and how does it apply to resolving reported software bugs?▼

Evidence-based diagnosis for resolving reported software bugs involves reading reproduction context, tracing code paths, and inspecting git history to produce a root-cause analysis backed by explicit, verifiable evidence.

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