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GitLearnOS v2 Developer Preview

GitLearnOS v2 Developer Preview Pre-release
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@github-actions github-actions released this 10 Sep 00:50
v2.0.0-dev.1
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GitLearnOS v2.0.0-dev.1

GitLearnOS v2 Developer Preview is the first GitHub release checkpoint for the v2 protocol.

GitLearnOS gives one capable, replaceable main AI agent a learner-owned Git memory. Learning can happen in class, on paper, in books, on practice platforms, in projects, with teachers, peers, or other AI systems; GitLearnOS keeps only the evidence that is useful for the learner's next decision and preserves it as inspectable, reversible state.

Downloads

Choose the package that matches what you want to do:

  • GitLearnOS-Starter-Template-2.0.0-dev.1.zip: recommended for most learners and AI-agent setups. It contains the v2 protocol, Quickstart, setup templates, the complete GitLearnOS Skill, bilingual documentation, and the generic agent/Git/search/automation adapters needed to deploy GitLearnOS into a learner-owned repository.
  • GitLearnOS-DeepSeek-Harness-Plugin-2.0.0-dev.1.zip: the native DeepSeek Harness Developer Preview bundle. Extract it and install from its root with dsh plugin --profile web add ., then verify discovery with dsh --profile web --dump-config.

The automatically generated Source code (zip) and Source code (tar.gz) remain full repository snapshots for developers. They are not the recommended end-user packages.

Highlights

  • Git-native v2 protocol: GITLEARNOS.md is the canonical behavior contract, with local or hosted Git as the core and GitHub treated as an optional adapter.
  • One-agent learning loop: organize evidence, diagnose the current gap, ask a targeted question, preserve answers or external feedback, recheck independently, and write back with one reversible Git commit.
  • Learner-controlled writes: safe-auto, preview, and manual modes keep automation bounded and visible.
  • Structured learning state: subject-specific goals, sources, knowledge, models, knowledge gaps, reviews, and useful learning events live under subjects/<subject>/.
  • Differential diagnosis before durable gaps: competing explanations are tested before the system writes a knowledge-gap conclusion.
  • Native DeepSeek Harness Developer Preview: an installable GitLearnOS bundle provides bounded observations, an atomic learning_apply transaction, and an agent-maintained Next up panel.
  • RAG is a separate retrieval layer: Git remains the readable source of learning truth. RAG-Anything is the first explicitly supported option, not a lock-in.
  • Verified background work: reminders and requested schedules are not treated as completed automation unless a real scheduler has actually run them.
  • Migration path from v1: v2 can be adopted gradually without destructively rewriting existing learner evidence.

Developer Preview boundary

This is a pre-release. The Git learning loop is usable, but a complete deployment requires a verified local or compatible private RAG layer. The bundled DeepSeek Harness integration is also explicitly a Developer Preview. Multimodal input depends on the configured model or an authorized vision/OCR bridge.

GitLearnOS does not claim mastery from an immediate correct answer, does not fabricate scheduler execution or RAG access, and does not treat dashboards as a second source of truth.

Start here

  • QUICKSTART.md: canonical setup path
  • GITLEARNOS.md: v2 protocol
  • MIGRATION-v2.md: migration from earlier layouts
  • LIVE-DEMO.md: end-to-end learning loop example
  • adapters/deepseek-harness/README.md: Harness installation, limits, and verification
  • evals/README.md: documented scenarios

Official website: https://guojiz.github.io/gitlearnos/

Release target

This release is cut from the main branch after the September 2026 v2 protocol, Harness, RAG-verification, and Git/RAG separation work.

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