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-layered-memory
JunNanLYS/dsh-layered-memory
dsh-layered-memory is a tool for DeepSeek Harness. Give DeepSeek Harness cross-session long-term memory: the AI automatically remembers who you are, your projects and preferences, new sessions come with the background, personal and work memories are automatically kept separate without interfering, zero-config and seamless | Long-term memory for DeepSeek Harness: the AI remembers who you are, your projects and preferences across sessions, keeps personal and work memories separate, zero-config.
- Stars
- 9
- Forks
- 1
- Issues
- 2
- Update
- 38 days
REVIEW SCORECARD
Review Scorecard
7.7/10Average
License compliance9.0
Engineering quality5.6
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
7.4/10Consider
Feature-rich layered memory plugin with strong docs and active updates, but no visible tests or CI and limited security
Code quality7
README documents a TypeScript/pnpm build pipeline, smoke test command, and pinned packageManager, but no CI config or test suite is visible in the provided info.
Security6
Installation uses standard npm/dsh plugin channels with no download-and-execute scripts or plaintext secrets shown, but permissions and data handling are not detailed, so a neutral score is given.
Utility8
Solves a real and common pain point by adding cross-session long-term memory with L0-L3 distillation, recall injection, cost tracking, and separate personal/work memory scopes.
Maintenance8
Last updated 2026-08-26, not archived, MIT licensed, with a published npm package and release history indicating ongoing maintenance.
Documentation8
README is extensive with install commands for web/TUI/headless, agent-assisted install instructions, uninstall steps, data flow diagrams, and tool descriptions, though the install command field itself is unknown.
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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Open repositoryPROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
FAQ
Frequently Asked Questions
What is dsh-layered-memory used for?
Give DeepSeek Harness cross-session long-term memory: the AI automatically remembers who you are, your projects and preferences, new sessions come with the background, personal and work memories are automatically kept se
How popular is dsh-layered-memory?
dsh-layered-memory has 9 stars and 1 forks on GitHub, last updated 2026-08-26.
What license does dsh-layered-memory use?
dsh-layered-memory is distributed under the MIT license.
Is dsh-layered-memory compatible with DeepSeek Harness?
dsh-layered-memory 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 confidenceHigh
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:agent-memory、context-engineering、embeddings、long-term-memory、memory、rag、sqlite。
Agents & sessionsSkill
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MemTensor
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
Structure check pending
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harnessrouter
HarnessRouter
HarnessRouter Community Edition: the self-hosted, Apache-2.0 edition of the unified interface for agent harnesses. Run Codex, Claude Code, Hermes, PI, DSH, and more through one API, with sessions, streaming, files, cancellation, and failure handling. Implements the Unified Harness Protocol (UHP), an open standard. Your keys, your infrastructure.
Structure check pending
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A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Structure check pending
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Tianshu-harness
huiliyi37
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
ai-agentcoding-agentcontext-managementdeepseek
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graph-memory
adoresever
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
claude-codecodexdeepseekdeepseek-harness