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
Co-Engram
Co-Engram/Co-Engram
Co-Engram is a tool for DeepSeek Harness. Self-evolving team memory
- Stars
- 11
- Forks
- 0
- Issues
- 0
- Update
- 42 days
REVIEW SCORECARD
Review Scorecard
7.3/10Average
License compliance9.0
Engineering quality6.0
Content completeness5.0
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
A well-documented, actively maintained team-memory plugin for DeepSeek Harness, but security details and test coverage a
Code quality7
README describes a host-agnostic TypeScript core with a single-file Markdown layout and deterministic edge hashing, but no test suite, CI config, or repo structure is shown.
Security6
The OpenClaw install requires --dangerously-force-unsafe-install because scripts/setup.mjs uses child_process, and no audit, secret-handling, or permission details are provided.
Utility8
Solves a real pain point for agent teams by offering persistent, self-maintaining memory with reinforcement, decay, and consolidation across Claude Code, OpenClaw, and DeepSeek Harness.
Maintenance8
Last updated 2026-08-22, not archived, MIT licensed, and README shows active multi-host support including a native dsh Cordis plugin.
Documentation8
README provides clear quickstarts for three hosts, a differentiator table, and links to per-host docs, though the excerpt is truncated mid-sentence.
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 repositoryINSTALL REFERENCE
Install reference
npm install -g @co-engram/claude-codeThis command passed the install-plan safety checks and can be executed by the DSH host. Validation is not a security audit or official endorsement.
PROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
FAQ
Frequently Asked Questions
What is Co-Engram used for?
Self-evolving team memory
How popular is Co-Engram?
Co-Engram has 11 stars and 0 forks on GitHub, last updated 2026-08-22.
What license does Co-Engram use?
Co-Engram is distributed under the MIT license.
Is Co-Engram compatible with DeepSeek Harness?
Co-Engram 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、ai-memory、claude-code、mcp、memory、team-memory。
Agents & sessionsSkill
MemOS
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
agentagentic-aiaiai-agents
Agents & sessionsPlugin
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
agent-apiagent-frameworkagent-harnessai-agents
Agents & sessionsSkill
memsearch
zilliztech
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Structure check pending
agentagent-memoryai-agentsclaude-code
Agents & sessionsPlugin
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
Agents & sessionsPlugin
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