Open source alternatives to analyze-project
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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Learn Claude Code
by shareAI-lab - A really interesting analysis of how coding agents like Claude
About analyze-project
analyze-project
Rigor Analyze / Rigor Audit read-only skill
analyze-project is a read-only agent skill from the rigorpilot-skills collection for understanding a deep learning research repository before anyone changes it. It is the Rigor Analyze and Rigor Audit skill, and its installed name is kept for compatibility. The skill guides the assistant to read a repository and build a map of its model structure, its training entry points, its inference entry points and how its configuration files relate to each other. It can also make conservative suggestions about where a change would likely be inserted and point out implementation patterns that look suspicious, but it only suggests those and does not change code. The skill leaves the model room for project-specific reasoning, so it is a guide to the analysis rather than a fixed script. It is meant for a researcher who has inherited a repository, wants to know where training starts, or needs to see how the pieces fit before running anything. It is explicitly for read-only analysis and not for heavy execution, so it is a safe first step before experiments. It should not be used when the user wants a run or a fix. 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 analyze-project.
- Price
- Free
- Made by
- lllllllama
- Category
- AI Skills
- Website
- github.com/lllllllama/rigorpilot-skills/analyze-project