Geek Labs

Apr 25, 2026 · Artificial Intelligence

Boost AI Workflow: Personal Knowledge Base with llm_wiki and Evolving Agents

Unlike typical RAG that discards knowledge after each query, the open‑source tools llm_wiki and SkillClaw let you continuously compile a personal knowledge base and evolve AI agents by incrementally storing documents and session‑derived skills, complete with multi‑step processing, community‑tested benchmarks, and cross‑platform support.