Agents & sessionsSkill
EverOS
EverMind-AI
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Structure check pending
agent-memoryagentic-aiaichats
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Agents & sessionsPlugin
dsh-learn-wiki
Dayi-Z/dsh-learn-wiki
dsh-learn-wiki is a tool for DeepSeek Harness. Learn-by-doing knowledge base: CRAG-style corrective retrieval (L1 Markdown wiki + L2 Hindsight). When the agent keeps hitting the same wall, it rate-limits background web fetching for extra material, distills to staged, and only a two-phase commit enters recall. DSH plugin.
- Stars
- 1
- Forks
- 0
- Issues
- NaNm
- Update
- 6 days
REVIEW SCORECARD
Review Scorecard
7.8/10Average
License compliance9.0
Engineering quality5.4
Content completeness7.0
Repository scale7.0
Maintenance activity9.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
PROJECT READMEREADMEExpandCollapse
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Open repositoryPROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
FAQ
Frequently Asked Questions
What is dsh-learn-wiki used for?
Learn-by-doing knowledge base: CRAG-style corrective retrieval (L1 Markdown wiki + L2 Hindsight). When the agent keeps hitting the same wall, it rate-limits background web fetching for extra material, distills to staged,
How popular is dsh-learn-wiki?
dsh-learn-wiki has 1 stars and 0 forks on GitHub, last updated 2026-09-18.
What license does dsh-learn-wiki use?
dsh-learn-wiki is distributed under the MIT license.
Is dsh-learn-wiki compatible with DeepSeek Harness?
dsh-learn-wiki 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 categoryAgents & sessions
Rule confidenceMedium
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:No valid category tags。
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Structure check pending
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Structure check pending
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Tianshu is a terminal coding agent runtime built on the harness project (Tui X Gui), with prefix-cache engineering optimization for DeepSeek V4 (measured steady-state hit rate of 97–99% in long sessions) and deep adaptation. It breaks out of the traditional AI coding assistant's limit of treating the LLM merely as a tool, and is built on a cognitive virtual machine (CVM), a self-awareness layer and Stigmergy self-decaying memory, making the AI a development partner with independent judgment and cognitive safeguards.
Structure check pending
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Deepseek Harness, Openclaw knowledge graph memory plugin. Invited to present at Tsinghua University seminar in April 2026. Knowledge Graph + Memory；Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse
Structure check pending
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