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Debugging (Hypothesis-Driven Runtime Debugger)

A language-agnostic debugging workflow that forces runtime evidence, three hypotheses, a failing test, real manual QA, and full artifact cleanup.

Dev & CodingIntermediate67,5315,507AI score 9/10Last updated: Aug 9, 2026

What it does

  • Forces every root-cause claim to come from observed runtime state, never from a plausible story read out of the code.
  • Builds at least three orthogonal hypotheses, investigates them in parallel, and after two failed rounds spawns an "Oracle Triple" from different framings.
  • Runs an 11-phase loop: environment assessment → journal → hypotheses → parallel investigation → Oracle → escalation → root-cause confirmation → TDD fix → manual QA → cleanup → final verification.
  • Routes you to the right runtime guide (Python, Node/Bun/Deno, Rust, Go, native binaries, bundled app binaries) and the right specialist tool (Playwright, Ghidra, pwndbg, pwntools).
  • Journals every debug artifact in .debug-journal.md so the final git diff contains only the fix and its test.

Who it's for

  • Developers chasing crashes, hangs, empty responses, memory leaks, or flaky CI-only failures.
  • Anyone reverse-engineering binaries or bundled apps (Bun/Node SEA, PyInstaller, Electron, Tauri).
  • Teams that want AI fixes backed by evidence instead of confident guesswork.

Examples

  1. "HTTP 200 but the body is empty" — identify the runtime, form three hypotheses, and narrow down by inspecting real values.
  2. "This test only fails in CI" — read the flaky-triage reference first and collapse the search space using the failure signature.
  3. "What does this stripped binary do?" — discriminate bundled vs native with du/strings, then use Ghidra or the bundler-specific extractor.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/code-yeongyu/oh-my-openagent/HEAD/packages/shared-skills/skills/debugging/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the packages/shared-skills/skills/debugging folder from the GitHub repo code-yeongyu/oh-my-openagent into my ~/.claude/skills/debugging/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/code-yeongyu/oh-my-openagent /tmp/oh-my-openagent && mkdir -p ~/.claude/skills && cp -r /tmp/oh-my-openagent/packages/shared-skills/skills/debugging ~/.claude/skills/

This is a third-party skill. Check the source repository before installing.

  1. Open a terminal and clone the repo: git clone https://github.com/code-yeongyu/oh-my-openagent /tmp/oh-my-openagent
  2. Create the skills directory: mkdir -p ~/.claude/skills
  3. Copy the whole skill folder, including the references/ subfolder: cp -r /tmp/oh-my-openagent/packages/shared-skills/skills/debugging ~/.claude/skills/
  4. Verify with ls ~/.claude/skills/debugging/references — the SKILL.md is just an index, so the skill is nearly useless without these files.
  5. Optionally install the tools it expects for your domain: Playwright CLI, gdb + pwndbg, Ghidra, pwntools.
  6. Restart Claude Code and try a prompt like "debug why this endpoint returns empty" — the skill triggers automatically.
View source on GitHubLicense: NOASSERTION