Open source alternatives to safe-debug
24 open source AI Skills apps to use instead, best rated first.
Top picks
- G
github-ops
Launchgithub-ops is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It manages a GitHub repository with a focus on community health, CI reliability and the experience of contributors. It covers triaging issues by classify
Open source
- O
opensource-pipeline
Launchopensource-pipeline is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It prepares a private project for safe public release through a three-stage pipeline. The fork stage strips secrets from a copy. The sanitise st
Open source
- A
andrej-karpathy-skills
Launchandrej-karpathy-skills is a single CLAUDE.md file from the multica-ai project that is meant to improve how Claude Code behaves on coding tasks. It is derived from Andrej Karpathy's public observations about LLM coding pitfalls. The file dis
Open source
- M
microsoft/markitdown
Launchmarkitdown-mcp is the MCP server package for MarkItDown, Microsoft's tool for converting many file formats to Markdown for language models. It is a lightweight server that runs over stdio, Streamable HTTP or SSE, and exposes one tool, conve
Open source
- O
od-contribute
Launchod-contribute is an agent skill in the OpenDesign project that provides a guided, one-click contribution flow to the OpenDesign repository, written so that people without a coding background can send a real pull request. It is locked to the
Open source
- G
github-deep-research
Launchgithub-deep-research is an agent skill from the DeerFlow project that researches a single GitHub repository in several rounds and writes a report in Markdown. It is for requests that need more than a README summary, such as a comprehensive
Open source
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by shareAI-lab - A really interesting analysis of how coding agents like Claude
About safe-debug
safe-debug
Rigor Debug / Rigor Audit skill for deep learning research work
safe-debug is an agent skill from the rigorpilot-skills collection for diagnosing failures in deep learning research code. It is the Rigor Debug and Rigor Audit skill, and its installed name is kept for compatibility. It is used when a user pastes a traceback, a terminal error, a CUDA out-of-memory message, a checkpoint loading failure, a tensor shape mismatch or another concrete training or inference failure. The skill aims for conservative diagnosis: it narrows the root cause, explains the likely local fault and proposes minimal patch suggestions before any code is changed. It is built to keep a human in the loop, so mutation of the code or the environment needs explicit approval, and it does not block the model from finding the real cause on its own. The skill points the assistant to the shared operating principles for the research repository before it works. It is useful for a researcher who wants a fast, cautious explanation of a failure and a small, reviewable fix rather than a sweeping rewrite. It should not be used for planning new experiments or for broad refactoring. The skill passes Gen Agent Trust Hub, Socket and Snyk on skills.sh, and it has about 319,000 installs. Install it with npx skills add https://github.com/lllllllama/rigorpilot-skills --skill safe-debug.
- Price
- Free
- Made by
- lllllllama
- Category
- AI Skills
- Website
- github.com/lllllllama/rigorpilot-skills/safe-debug