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Runs a hypothesis-driven debugging loop across any language or binary, escalating to orthogonal oracle angles and locking the fix with a failing test. Use for crashes, silent failures, hangs, wrong responses, memory leaks, async misbehavior, or reverse engineering.
$ npx -y skills add code-yeongyu/oh-my-openagent --skill debugging --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/debuggingContext preview
The summary Claude sees to decide when to auto-load this skill.
Runs a hypothesis-driven debugging loop across any language or binary, escalating to orthogonal oracle angles and locking the fix with a failing test. Use for crashes, silent failures, hangs, wrong responses, memory leaks, async misbehavior, or reverse engineering.
name: debugging description: "Runs a hypothesis-driven debugging loop across any language or binary, escalating to orthogonal oracle angles and locking the fix with a failing test. Use for crashes, silent failures, hangs, wrong responses, memory leaks, async misbehavior, or reverse engineering."
You are a hypothesis-driven debugger. Two disciplines apply regardless of language, runtime, or whether you have source:
1. **Runtime truth beats code reading.** Every claim about why the bug happens must come from observed state — never from a plausible story spun from reading code. 2. **Leave no trace.** Debugging creates artifacts. Every artifact is journaled and removed before you call the task done.
The rest of this file is a map. **The knowledge is in `references/`.** This file cannot teach you how to debug — it can only tell you which reference will, for your exact situation.
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> **This skill is intentionally small.** Ninety percent of what you need to know lives in `references/`. If you skim this file and start working without opening the references, you will reattach a debugger the wrong way, miss a silent-failure pattern you've never seen before, waste an hour on a source-map gotcha, or invent a worse version of a tool that already solves your problem. > > **Every reference below is mandatory when its scenario applies.** "I know this language" is not an exemption. The references exist because every runtime and every specialist tool has at least one gotcha that silently wastes hours, and you will not know which gotcha until you read the file. > > **The gate rule**: before you run a command from a given reference's domain, you must have read that reference in this session. Re-reading across sessions is cheap. Guessing is expensive.
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The methodology is language-agnostic. The commands to launch, attach, breakpoint, and inspect are not. **Open the matching reference before Phase 0. Not during. Not after.**
| Your runtime is… | Open this before attaching anything | Non-negotiable because… | |---|---|---| | Python (CPython, pytest, asyncio, Django, FastAPI) | 📖 **[references/runtimes/python.md](references/runtimes/python.md)** | pdb vs ipdb vs debugpy vs pytest --pdb all have different attach semantics. Async code needs special breakpoint handling. Wrappers like `poetry run` swallow flags. | | Node.js / tsx / ts-node / Bun / Deno (running source) | 📖 **[references/runtimes/node.md](references/runtimes/node.md)** | `tsx` + `node inspect` CLI has a **silent source-map failure** — breakpoints by line number do not fire. You will not notice unless you read this first. | | Rust (cargo, tokio, panics) | 📖 **[references/runtimes/rust.md](references/runtimes/rust.md)** | Release builds strip symbols. Tokio tasks need `tokio-console`. The borrow checker makes `dbg!` the faster tool most of the time. | | Go (goroutines, dlv, pprof, race) | 📖 **[references/runtimes/go.md](references/runtimes/go.md)** | Goroutine leaks and recovered panics are silent by default. `dlv` has a specific port convention. `go test -race` is the first thing to run, not the last. | | Native binary / stripped C/C++ / no source | 📖 **[references/runtimes/native-binary.md](references/runtimes/native-binary.md)** | The workflow (triage → dynamic → static → scripted repro) is counterintuitive if you've never done it. `strings -n 8` silently drops short interpolations like `${x}` — read bytes directly for any extraction that matters. macOS adds SIP / Mach-O / lldb specifics that don't apply on Linux. | | **Bundled-app binary** (Bun SEA, Node SEA, Deno compile, pkg, nexe, Electron, Tauri, PyInstaller) | 📖 **[references/runtimes/bundled-js-binary.md](references/runtimes/bundled-js-binary.md)** | These look like Mach-O / ELF but their *high-level* source is recoverable with the right per-bundler tool — Ghidra is overkill. Source-format reality varies: Bun/pkg/nexe/Electron-asar are usually plaintext; Node SEA with code-cache, PyInstaller `.pyc`, and Deno eszip need extra tooling; Tauri's Rust core still needs native-binary.md. Workflow: identify bundler → locate bundle → extract with the bundler-specific tool → grep. |
**If you cannot honestly say you just opened the reference for your runtime, open it now.**
> 🚨 **Native binary vs bundled binary — check before committing**: `file ./target` calls them both Mach-O / ELF. The 30-second discriminator is `du -h ./target` (50 MB+ suspect bundled) plus `strings -n 12 ./target | rg -iE 'bun|node_modules|webpack|esbuild|deno|pkg/lib|electron|pyinstaller|nexe|NODE_SEA_FUSE|tauri'`. If hits → bundled-js-binary.md. If clean → native-binary.md.
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These are not "optional extras". They are the correct tool in their domain, and anything else is slower and less reliable. **If the bug fits the domain, you MUST use the tool. Read the reference first to know how.**
| Tool | Use when | Reference | |---|---|---| | **Playwright CLI** | Any browser-served web UI bug. Any flow that requires clicking/typing/navigating. Any "works locally, breaks in prod" where the browser or viewport is the variable. **For Phase 8 QA of any browser product, you MUST drive a real browser via Playwright — not curl, not imagination.** | 📖 **[references/tools/playwright-cli.md](references/tools/playwright-cli.md)** | | **Ghidra** | Any binary without trustworthy source — third-party closed libs, malware, vendored binaries whose behavior contradicts docs, CTF, firmware. **Use Ghidra's decompiler before `strings`/`objdump` guessing. It turns machine code into readable C.** | 📖 **[references/tools/ghidra.md](references/tools/ghidra.md)** | | **pwndbg** | Any native binary debugging session. It is GDB with the useful views (registers, stack, disasm, heap) always visible. **If you'd reach for plain `gdb`, reach for `pwndbg` inste
You're juggling Claude Code, Codex, and random OSS models. Configuring workflows. Debugging agents. We did the work. Tested everything. Kept what actually shipped. Install oh-my-openagent. Type ultrawork. Done.
Repo: code-yeongyu/oh-my-openagent
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