HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier…
Write or update a handoff document so the next agent with fresh context can continue this work.
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.
Use when working with context management context restore
Use when working with context management context save
Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist…
Use DuDuClaw — a self-hosted AI-employee platform — for cross-session memory, team-shared wiki knowledge, task boards, and messaging…
Run condition-based vault health diagnostics. 8 categories — schema compliance, orphan detection, link health, description quality…
Use this skill for project-scoped literature review built on Sources/Papers, with synthesis landing in Knowledge, writing handoff in…
Publish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hooks_transfer enables
Extract entities and relations from source files to build a knowledge graph
Plan vault restructuring from config changes.
Remove mem9-managed Codex files before reinstalling, resetting, or uninstalling mem9.
Use this skill when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, failures, or result…
Use this as the main Claude Scholar skill for a vault-first, project-scoped Obsidian research knowledge base rooted at…
Capture friction as methodology notes. Three modes — explicit description, contextual (review recent corrections), session mining (scan…
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database.