graph-memory¶

⭐ 564 · ✅ active · plugin · ⬆️ +2 recently


Type	plugin	Category	Memory & context
Stars	⭐ 564	Status	✅ active
Author	adoresever	Updated	2026-08-21
Subcategory	🧠 Memory systems	Capabilities	coding, memory

One-liner¶

Deepseek Harness、Openclaw知识图谱记忆插件。2026年4月受邀发布在清华大学讨论会。Knowledge Graph + Memory；Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse

About¶

Traceable, searchable, cross-session memory for AI agents. One memory core, native to DeepSeek Harness, with the OpenClaw plugin entry retained. 中文 · Advantages · Architecture · DSH Install · Pro Plugin · Technical Report (Chinese) Compaction answers “how much of this conversation still fits?” Graph Memory answers “which past knowledge is worth recalling now?” Reusable conversation knowledge becomes typed nodes: - TASK: goals, execution, and outcomes; - SKILL: validated reusable methods; - EVENT: errors, fixes, decisions, changes, and facts. Typed edges such as USED_SKILL, SOLVED_BY, REQUIRES, PATCHES, and CONFLICTS_WITH preserve relationships. A new question retrieves a relevant local subgraph instead of replaying the complete history.

✨ Key Features¶

TASK: goals, execution, and outcomes;
SKILL: validated reusable methods;
EVENT: errors, fixes, decisions, changes, and facts.

📦 Install¶

npx @deepseek-ai/dsh plugin --profile web add github:adoresever/graph-memory
npx @deepseek-ai/dsh --profile web --dump-config
npx @deepseek-ai/dsh web

🚀 Quick Start¶

git clone https://github.com/adoresever/graph-memory.git
cd graph-memory
npm install
npm test
npm pack
npx @deepseek-ai/dsh plugin --profile web add /absolute/path/to/graph-memory-1.6.0-beta.10.tgz

📚 Learn more¶

Install on DeepSeek Harness

Prerequisite: Node.js 22.13+. The current beta is not yet published to npm, but the repository ships its prebuilt runtime and can be installed without authorizing install scripts: npx @deepseek-ai/dsh plugin --profile web add github:adoresever/graph-memory npx @deepseek-ai/dsh --profile web --dump-config npx @deepseek-ai/dsh web Alternatively, build and install a tarball from a checkout: git clo

Current local installation

The npm package graph-memory@1.5.8 is still the OpenClaw release. The new Community beta can be installed from GitHub; graph-memory-pro-dsh still installs from a checkout: dsh plugin --profile web add \ git+https://github.com/adoresever/graph-memory.git dsh plugin --profile web add \ /absolute/path/to/graph-memory/dsh-pro dsh web Both plugins share ~/.dsh/graph-memory/graph-memory.db by defa