DeepSeek-V4-J-Space-Capability-Realization-Report
Tiger3807861189
DeepSeek V4 × J-Space capability realization report — benchmark evidence that J-Space reduces capability-realization loss on DeepSeek V4.
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.

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Ambitious Git-native learning plugin with a real DeepSeek Harness bundle, but install steps and RAG setup remain unclear
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.
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.
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.
Last updated 2026-08-20 with an active website, docs map, and protocol files, and the repository is not archived.
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.
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Open repositoryPROJECT TOPICS
VALIDATION LADDER
FAQ
Git-native AI learning OS with a GitLearnOS-exclusive DeepSeek Harness panel, targeted practice, local RAG, and learner-owned memory.
gitlearnos has 5 stars and 0 forks on GitHub, last updated 2026-08-20.
gitlearnos is distributed under the MIT license.
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
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。