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productionos-debug

Systematic debugging with hypothesis tracking — reproduce, hypothesize, test, narrow, fix.

Skill by ShaheerKhawaja

IndexedMIT★ 8
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/shaheerkhawaja-productionos-debug

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Systematic debugging with hypothesis tracking — reproduce, hypothesize, test, narrow, fix. Never guess-and-check.

Use cases: testing, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/productionos-debug

What's inside

Skill name
productionos-debug
Description
Systematic debugging with hypothesis tracking — reproduce, hypothesize, test, narrow, fix. Never guess-and-check.
License
MIT
Instructions
49 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# productionos-debug


Use this alias when you want the same workflow through a top-level Codex-safe name without the `productionos:` namespace.
## Overview

Use this as the Codex-first debugging workflow. It should reproduce the problem, gather evidence, rank hypotheses, test them one by one, and only fix the bug once the root cause is actually identified.

Source references:
- `.claude/commands/debug.md`
- `agents/self-healer.md`
- `agents/test-architect.md`

## Inputs

- required bug description or failing behavior
- optional reproduction command or failing test
- optional `max_hypotheses`

## Codex Workflow

1. Reproduce the issue first.
   - if you cannot reproduce it, say so and stop
2. Gather evidence.
   - recent changes
   - logs
   - failing commands or tests
3. Generate ranked, testable hypotheses.
4. Test the hypotheses in order.
5. Once the root cause is confirmed:
   - make the smallest effective fix
   - re-run the original reproduction
   - add or update a regression test

## Expected Output

- confirmed reproduction
- ranked hypotheses with evidence
- identified root cause
- targeted fix
- regression-proof verification

## Guardrails

- never guess-and-check blindly
- never claim a fix before reproducing and re-testing
- do not confuse symptom suppression with root-cause repair

From ShaheerKhawaja/ProductionOS, MIT.

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Stars
8
Forks
1
Open issues
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Last commit (this folder)
Apr 3, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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productionos-debug skill. Agent Mart. https://agentmart.dev/skills/shaheerkhawaja-productionos-debug (last updated 2026-10-24)