{"repo":"weby-homelab/power-framework","free":true,"listed":false,"github":"https://github.com/weby-homelab/power-framework","clone":"git clone https://github.com/weby-homelab/power-framework.git","description":"Validate, index, search, and manage your knowledge base from the command line — or let AI agents do it through MCP. Built for knowledge workers who want machine-readable notes, automated quality checks, and token-efficient AI access to their Second Brain","language":"Python","stars":19,"topics":["ai-agents","knowledge-management","llm-wiki","mcp","obsidian","okf","para","python","second-brain","execution-rules"],"license":"GPL-3.0","category":"ai-agents","readme_excerpt":"ENG UKR P.O.W.E.R. — AI-Native Toolkit for Second Brain Validate, index, search, and manage your knowledge base from the command line — or let AI agents do it through MCP. Built for knowledge workers who want machine-readable notes, automated quality checks, and token-efficient AI access to their Second Brain. About P.O.W.E.R. - Hybrid Knowledge Management Framework P.O.W.E.R. is a hybrid system built to bridge the gap between human workflows, automated scripts, and LLM-based autonomous agents. The name is an acronym representing its core components: P .A.R.A., O KF, W iki, and E xecution R ules. It integrates these distinct architectural frameworks to construct a coherent, self-validating, and token-efficient Second Brain. Why P.O.W.E.R.? Unlike generic knowledge management tools, P.O.W.E.R. is designed from the ground up for AI-first knowledge management : - AI-native metadata — Pydantic v2 schemas enforce strict OKF frontmatter, so every note is machine-readable; includes governance fields ( owner , status , expiry ) and Graph RAG links ( related ) - Token-efficient indexing — hierarchical index.md + per-folder index.md supports selective agent navigation; the linked historical v1.6.0 report measured scenario-specific savings, not a universal release guarantee - Knowledge Graph — related field connects notes across the vault; visualized in sub-indexes for Graph RAG workflows - Freshness Monitoring — linter detects stale/expired notes based on expiry metadata field - Agent ","default_branch":null,"files":null,"tree":[],"storefront":"/r/weby-homelab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/weby-homelab/power-framework/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}