python-debugpy SKILL.md skillA
python-debugpy from mateaix/mateclaw is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mateaix/mateclaw/python-debugpy@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mateaix/mateclaw
- Path
mateclaw-server/src/main/resources/skills/python-debugpy/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed May 1, 2026
- Size
- 13,038 bytes
- Repository stars
- 1,185
- License
- Apache-2.0
Debug Python: pdb REPL + debugpy remote (DAP).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Python Debugger (pdb + debugpy) ## Overview Three tools, picked by situation: | Tool | When | |---|---| | **`breakpoint()` + pdb** | Local, interactive, simplest. Add `breakpoint()` in the source, run normally, get a REPL at that line. | | **`python -m pdb`** | Launch an existing script under pdb with no source edits. Useful for quick poking. | | **`debugpy`** | Remote / headless / "attach to already-running process." Talks DAP, scriptable from terminal, works for long-lived processes (gateway, daemon, PTY children). | **Start with `breakpoint()`.** It's the cheapest thing that works. ## When to Use - A test fails and the traceback doesn't reveal why a value is wrong - You need to step through a function and watch a collection mutate - A long-running process (the agent gateway, tui_gateway) misbehaves and you can't restart it - Post-mortem: an exception fired in prod-ish code and you want to inspect locals at the crash site - A subprocess / child (Python `_SlashWorker`, PTY bridge worker) is the actual bug site **Don't use for:** things `print()` / `logging.debug` solve in under a minute, or things `pytest -vv --tb=long --showlocals` already reveals. …
Read the whole file at its exact version.
How to install
mdr add mateaix/mateclaw/python-debugpy@sha256:ee15db56f4070c6cThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_beuyljftasmaarmo)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 1, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13038 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
mateaix/mateclaw · 1,185 stars · license Apache-2.0 · pushed 2026-11-05 · branch dev
API
GET https://markdownregistry.com/api/v1/artifacts/art_beuyljftasmaarmo GET https://markdownregistry.com/api/v1/resolve?ref=mateaix/mateclaw/python-debugpy GET https://markdownregistry.com/api/v1/blob/ee15db56f4070c6c242228f8a01964b0fb5de24125d1fdd2d1af61691c95cc68
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.