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Self-hosted alternatives to lesson

5 self-hosted AI Skills apps to use instead, best rated first.

Top picks

  1. C

    claude-to-deerflow

    Launch

    claude-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

  2. O

    open-notebook

    Launch

    open-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

  3. R

    Reactive Resume

    Launch

    Reactive 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

  4. S

    self-hosted-funnel-launch

    Launch

    Self-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

  5. G

    get-convex/convex-backend

    Launch

    Convex 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 lesson

L

lesson

Save a correction or hard-won rule as a confidence-weighted lesson

Lesson is an agent skill that saves a correction or a hard-won rule as a lesson in agentmemory. A lesson records what to do or avoid, the context in which it applies, a confidence score and the project it belongs to. Lessons are meant to come back up before similar work, so an agent meets a known pitfall before it repeats it. The example in the skill records that vitest should be run with the run flag in CI, because bare vitest starts watch mode and hangs the pipeline, with a confidence of 0.7 and the context of any script or CI step that calls vitest. If you save the same content again, the skill notes that the duplicate strengthens the lesson rather than creating a second copy. The skill is triggered when you correct the assistant's approach or ask it to learn from something, and it is part of the agentmemory plugin. Use it for rules that have been proven by experience, rather than for one-off facts.

View lessonAll AI Skills apps
Price
Free
Made by
rohitg00
Category
AI Skills
Website
github.com/rohitg00/agentmemory/lesson