Open source alternatives to understand-dashboard
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
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 understand-dashboard

understand-dashboard
Launch the interactive web dashboard to visualize a codebase's knowledge graph
understand-dashboard is an agent skill that starts the Understand Anything web dashboard for the project you are working in. The dashboard draws the project's knowledge graph, the map of files, functions, classes and their relationships that the Understand Anything tooling builds, so you can click through a codebase instead of reading it file by file. The skill looks for the graph in the project's data directory, preferring the legacy .understand-anything/ folder when it exists and otherwise using .ua/. You can pass a path to open a different project, or run it from the project root to use the current directory. It is meant for developers who use an AI coding agent and want a visual overview of an unfamiliar or growing codebase. The skill is free to install and is published on skills.sh alongside the other understand-anything skills.
- Price
- Free
- Made by
- egonex-ai
- Category
- AI Skills
- Website
- github.com/egonex-ai/understand-anything/understand-dashboard











