Skills
.Work. You
Rest

productionos-debug

Community

Hypothesis-driven Codex debugging workflow.

Software Engineering#debugging#codex#evidence#regression#hypothesis#root-cause#reproduction
AuthorShaheerKhawaja
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Reproduce and diagnose complex Codex-driven bugs through a structured, hypothesis-driven workflow that emphasizes evidence gathering, ranked hypotheses, targeted fixes, and regression-proof verification.

Core Features & Use Cases

  • Reproduction & Evidence: Reproduce issues reliably and collect logs, changes, and test results.
  • Hypothesis Ranking & Testing: Generate and evaluate ranked root-cause hypotheses with stepwise verification.
  • Targeted Fix & Validation: Apply minimal fixes and validate against the original reproduction to ensure regression resistance.
  • Codex-Safe Debugging Workflow: Maintains a safe, auditable, codex-first debugging pipeline.

Quick Start

Describe the bug or failing behavior and start the productionos-debug workflow to reproduce, hypothesize, test, and identify the root cause.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: productionos-debug
Download link: https://github.com/ShaheerKhawaja/ProductionOS/archive/main.zip#productionos-debug

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.