The project's README from github.com/amosblomqvist/learnharness. As one markdown file: README.md.
An agent harness for learning.
Download · How it works · Documentation · Issues
LearnHarness uses AI agents to plan and teach lessons from your current understanding to your goal. It builds a detailed picture of what you understand and how you reason. That picture is updated as you learn.
Instead of just giving you an explanation, it uses your answers and thinking to decide what you need next. Teaching builds understanding one reasoning step at a time. Practice makes it usable. A persistent knowledge graph carries it across sessions.
Think out loud. The thinking fields let you explain your reasoning, uncertainties, and reactions in your own words. This is how the agent gets a detailed picture rather than just a record of right and wrong answers. You can type or use dictation.
The agent can also research questions in the background, create visual explanations, and build interactive demonstrations.
What you are taught accumulates as propositions and reasoning chains: individual claims and the premises that lead to them. The graph shows this structure, with links back to the source sessions. You can also import notes.
Future teaching sessions can read the graph instead of starting from scratch. Practice sessions can draw their material from it. It stores the ideas and their connections, not ratings of your ability.
Download from learnharness.ai · GitHub Releases
.deb.Add your provider API key and choose your models, then start a session with what you want to understand. LearnHarness supports 30+ provider options, including OpenAI, Anthropic, Google, DeepSeek, and OpenRouter. Optional dictation and web search use separate service keys.
All three platforms support in-app updates.
npm install
npm run dev # http://localhost:3000
npm test # deterministic, no LLM, no network
See the development guide, architecture, and desktop release guide.
Questions, bug reports, and feature requests: GitHub Issues.
The app is free and open forever. If we ever charge for anything, it will be for convenience — managed keys, hosting — never for features you can run locally.
LearnHarness uses AI agents to plan and teach lessons from your current understanding to your goal. It builds a detailed picture of what you understand and how you reason. That picture is updated as you learn.