Agent Skills

ClawMem

clawmem

On-device hybrid memory layer for AI agents that provides hooks and MCP tools for retrieval, indexing, graph-building, and lifecycle management.

Traul — Personal Intelligence Engine

traul

CLI that indexes messages across Slack, Telegram, Discord, Gmail, Claude Code sessions and Markdown to provide fast hybrid search, signal detection, and briefin

Telemetry Terminology Similarity

cc-skills

Compute multi-layer similarity scores for telemetry/log field names (syntactic, taxonomic, semantic) to surface naming collisions and standardization candidates

RAG Implementation Patterns

claude-code-toolkit

Practical guide to building production Retrieval-Augmented Generation (RAG) systems: vector DB selection, chunking strategies, embedding model choices, retrieva

py_mnn_kb — Local GraphRAG Knowledge Base

skills

Local GraphRAG knowledge base backed by SQLite + MNN embeddings; provides CLI tools to build, note, query, and check status for an on-device RAG KB.

BrainX V6

brainx-the-first-brain-for-openclaw

Persistent vector-memory engine for OpenClaw agents providing semantic search, durable recall, and a plugin bridge for JIT recall and working memory.

Qdrant — Vector Similarity Search

openlair

High-performance Rust vector database for RAG, semantic search, and scalable nearest-neighbor search.

memory-lancedb-pro (Long-term Memory Plugin)

memory-lancedb-pro-skill

Installation, configuration, and operational guidance for memory-lancedb-pro — a production-grade long-term memory plugin with hybrid retrieval, smart extractio

Upstash Vector JS

vector-js

Quick-start guidance and unified entry points for using the Upstash Vector TypeScript SDK: install, connect, upsert, and query vectors.

Agent Memory Systems v2

diegosouzapw

Guides building and operating agent memory systems (semantic, episodic, procedural) with practical patterns for chunking, embeddings, retrieval, and decay.