Memory & Knowledge Agent Skills for DeepSeek Harness

Global team and org memory powered by Activeloop.

Logs unanswered questions to the Knowledge Gaps list and routes them to a subject matter expert.

Automate Mem0 tasks via Rube MCP (Composio).

Audits and purges redundant or non-actionable AI memory records to maintain grounded, high-impact long-term context.

Agent skill for memory-coordinator - invoke with $agent-memory-coordinator

Ingest a source into any consumer's semantic memory by reading the topology contract

Setup mnemos persistent memory with mnemo-server.

Query project knowledge graph. Search across tasks, SOPs, memories, and concepts. Use when user asks "what do we know about X?", "show…

Re-derive your knowledge system from first principles when structural drift accumulates.

Generates Mermaid and ASCII diagrams of palace structure, knowledge topology, and synapse connectivity.

Captures and retrieves PR-review findings in memory palaces.

Create a W3C PROV-compliant provenance record for an artifact

Indexes and queries project research graphs backed by hex-research MCP.

Knowledge sharing lifecycle management

HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier…

Zep memory server integration for long-term conversation memory and user profiling

Use this skill when papers are collected in Zotero but the user wants detailed reading notes, project-linked literature synthesis…

Memory is the cornerstone of intelligent agents.

Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager

Implement persistent memory patterns for AI agents using AgentDB.

Two-tier memory system that makes Claude a true workplace collaborator.