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Learning & researchPlugin

gitlearnos

Guojiz/gitlearnos

gitlearnos is a tool for DeepSeek Harness. Git-native AI learning OS with a GitLearnOS-exclusive DeepSeek Harness panel, targeted practice, local RAG, and learner-owned memory.

Guojiz/gitlearnos Screenshot preview
Stars
5
Forks
0
Issues
0
Update
43 days

REVIEW SCORECARD

Review Scorecard

7.7/10Average
License compliance9.0
Engineering quality5.4
Content completeness8.0
Repository scale7.0
Maintenance activity8.0

✓ No risk detected · Automated scan results are for reference only, not an official endorsement

AI DEEP REVIEW

Worth AI Review

7.2/10Consider

Ambitious Git-native learning plugin with a real DeepSeek Harness bundle, but install steps and RAG setup remain unclear

Code quality7

README describes a no-build Host plus browser bundle, bounded read-only observations, and one atomic reversible Git transaction, but no tests or CI are mentioned.

Security7

The design emphasizes private-by-default local Git, strict learner identity and write-authority checks, and a loopback-only read-only panel, though no install command or permission manifest is shown.

Utility8

It targets a real pain point by giving a replaceable main agent learner-owned Git memory with evidence-linked, reversible state instead of disposable generated notes.

Maintenance8

Last updated 2026-08-20 with an active website, docs map, and protocol files, and the repository is not archived.

Documentation6

The README is long and conceptual with a Quickstart link, but the install command is unknown and RAG is described as a required separate layer, leaving setup unclear.

Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.

PROJECT READMEREADMEExpandCollapse

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PROJECT TOPICS

Project topics

VALIDATION LADDER

Validation progress

Structure check pending
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending

FAQ

Frequently Asked Questions

What is gitlearnos used for?

Git-native AI learning OS with a GitLearnOS-exclusive DeepSeek Harness panel, targeted practice, local RAG, and learner-owned memory.

How popular is gitlearnos?

gitlearnos has 5 stars and 0 forks on GitHub, last updated 2026-08-20.

What license does gitlearnos use?

gitlearnos is distributed under the MIT license.

Is gitlearnos compatible with DeepSeek Harness?

gitlearnos is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.

CLASSIFICATION EVIDENCE

Classification evidence

Project typePlugin
Feature categoryLearning & research
Rule confidenceHigh

The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:ai-learning、education、git-native、github、github-pages、learning、personalized-learning、rag-anything。