debug
Run commands inside a remote Docker container via the file-based command relay (tools/debugger). Use when the user says "run in Docker", "run on GPU", "debug remotely", "run test in container", "check nvidia-smi", "run pytest in Docker", or needs to execute any command inside a Docker container that shares the repo filesystem. Requires the user to have started server.sh inside the container first.
Why this score
This repo hosts 10 skills, so its 5,374 stars are split between them (about 537 each) for scoring.
Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit f1d68fd4dd50, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onedebug NVIDIA/Model-Optimizer · Skill | 77 | ★ 5.4k | ≈102 always | 16d ago |
| debug-openshell-cluster NVIDIA/OpenShell · Skill Also for Docker | 83 | ★ 17k | ≈156 always | 16d ago |
| debug-issue tirth8205/code-review-graph · Skill Both about debug | 87 | ★ 32k | ≈19 always | 19d ago |
| debug-remote svnscha/mcp-windbg · Skill Both about debug and remote | 75 | ★ 1.6k | ≈57 always | 16d ago |
| debugging-computerd-fuse cloudflare/computer · Skill Also for Docker | 80 | ★ 9.7k | ≈127 always | 16d ago |
| debug-cli tailcallhq/forgecode · Skill Both about debug and command | 79 | ★ 7.6k | ≈63 always | 16d ago |