Open source alternatives to run-train
24 open source AI Skills apps to use instead, best rated first.
Top picks
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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
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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
More AI Skills apps

modelcontextprotocol/server-memory
Knowledge graph-based persistent memory for maintaining context

netdata/netdata#Netdata
Discovery, exploration, reporting and root cause analysis over Netdata metrics

Learn Claude Code
by shareAI-lab - A really interesting analysis of how coding agents like Claude
About run-train

run-train
Rigor Train skill for deep learning research repositories
run-train is an agent skill from the rigorpilot-skills collection for running a training command conservatively. It is the Rigor Train skill, and its installed name is kept for compatibility. It is used once a training command has already been selected, whether it was documented in the repository or chosen by the researcher, and it keeps the training evidence bounded while leaving repository-specific monitoring details to the model. The skill covers startup verification, a short run to check that training works, the full training kickoff and the handling of resumed runs. It is built to report training in a structured way, with status, checkpoints and metrics, so that a researcher can see what happened and where a run stands. Because training can take hours and use a lot of compute, the skill favors a careful start, with a verification step before a long run is allowed to go on. The skill points to the shared operating principles for the research repository before it works. It should not be used to choose a training command or to plan experiments, which belong to the explore and reproduction skills. It is a practical choice for a researcher who wants an agent to launch and supervise a training job with clear checkpoints. The skill passes Socket and Snyk, and Gen Agent Trust Hub shows a warning on skills.sh. Install it with npx skills add https://github.com/lllllllama/rigorpilot-skills --skill run-train.
- Price
- Free
- Made by
- lllllllama
- Category
- AI Skills
- Website
- github.com/lllllllama/rigorpilot-skills/run-train











