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
StrataGate-AgentMemory
diqierjia/StrataGate-AgentMemory
StrataGate-AgentMemory is a tool for DeepSeek Harness. Local-first cross-session memory for DeepSeek Harness (DSH): automatic capture, Event/Element cards, evidence-gated recall, source tracing. Local cross-session long-term memory.
- Stars
- 8
- Forks
- 0
- Issues
- 0
- Update
- 37 days
REVIEW SCORECARD
Review Scorecard
7.5/10Average
License compliance9.0
Engineering quality5.4
Content completeness7.0
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
8.0/10Recommended
Well-documented, actively maintained local-first memory plugin with CI, benchmarks, and clear install steps; worth insta
Code quality8
README shows a CI badge, TypeScript 5.7, npm publishing, and a documented architecture/evaluation docs set, indicating real engineering rigor, though no test details are visible in the excerpt.
Security7
Local-first SQLite storage with no separate server and no download-and-execute or plaintext-secret patterns shown, but the excerpt gives no explicit permission or data-handling details, so this is a moderately positive but not fully verifiable score.
Utility9
Addresses a genuine and common agent pain point (cross-session memory with source tracing and evidence gating) and reports an 80.46% vs 63.22% LoCoMo conv-26 comparison against Mem0 base.
Maintenance8
Last updated 2026-08-25, not archived, with an active CI workflow badge and npm version/download badges suggesting ongoing releases.
Documentation8
README provides a one-line install command, default database path, layered-memory and evidence-gate explanations, plus links to DSH, architecture, and evaluation docs and a Chinese translation.
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
dsh plugin --profile web add stratagate-dshThis 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 StrataGate-AgentMemory used for?
Local-first cross-session memory for DeepSeek Harness (DSH): automatic capture, Event/Element cards, evidence-gated recall, source tracing. Local cross-session long-term memory.
How popular is StrataGate-AgentMemory?
StrataGate-AgentMemory has 8 stars and 0 forks on GitHub, last updated 2026-08-25.
What license does StrataGate-AgentMemory use?
StrataGate-AgentMemory is distributed under the MIT license.
Is StrataGate-AgentMemory compatible with DeepSeek Harness?
StrataGate-AgentMemory 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、cross-session-memory、layered-memory、long-term-memory、memory、persistent-memory、rag、source-tracing、sqlite、temporal-memory。
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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 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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Structure check pending
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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
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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
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