Self-hosted alternatives to understand
5 self-hosted AI Skills apps to use instead, best rated first.
Top picks
- C

claude-to-deerflow
Launchclaude-to-deerflow is an agent skill that lets an assistant send messages and questions to a running DeerFlow instance through its HTTP API. DeerFlow is an AI agent platform built on LangGraph that orchestrates sub-agents for research, code
Self-hosted
- O

open-notebook
Launchopen-notebook is an agent skill for organising research with Open Notebook, a self-hosted alternative to NotebookLM. It arranges sources, notes and AI conversations into research notebooks. Sources can be PDFs, web pages, audio, video and O
Self-hosted
- R

Reactive Resume
LaunchReactive Resume is a free and open-source resume builder for writing resumes and cover letters, checking the work, and tracking job applications. You create a free account, import an existing resume or start from scratch, and see the finish
Open sourceSelf-hosted
- S

self-hosted-funnel-launch
LaunchSelf-hosted funnel launch is an agent skill that takes a funnel from an empty install to published on infrastructure you control, using the Autonnel funnel builder, which is licensed Apache-2.0. The result covers a landing page, checkout, a
Self-hosted
- G

get-convex/convex-backend
LaunchConvex is an open-source reactive database for web app developers. It combines a database, a place to write server functions in pure TypeScript, and client libraries that keep the app's data live, so screens update as the data changes. Beca
Self-hosted
About understand

understand
Analyze a codebase to produce an interactive knowledge graph
understand is an agent skill from the understand-anything project that analyzes the current codebase and produces a knowledge-graph.json file. The file is stored in the project's data directory and powers an interactive dashboard for exploring the project's architecture, components and relationships. The skill supports several options. A full rebuild ignores any existing graph. An auto-update setting turns on or off automatic graph updates on commit. A review option runs a full language-model graph reviewer in place of the inline deterministic validation. A language option generates all text, including summaries, descriptions and titles, in a chosen language, and remembers the choice for later incremental updates. An exclude option takes glob patterns for files and folders to leave out of the analysis, which take priority over the built-in defaults and the project's ignore rules. A directory path can be given to analyze a project other than the current one. The skill reports progress as it works. It suits developers who join an unfamiliar codebase, or who want an explorable map of a project's architecture before they change it.
- Price
- Free
- Made by
- egonex-ai
- Category
- AI Skills
- Website
- github.com/egonex-ai/understand-anything/understand