🧠 Automated AI Knowledge Base for Product Managers — 4-pillar system with self-evolving knowledge graph. Updates every 4h.

A platform for learning, understanding, and applying AI without the overwhelm.

Progressive Spec-Driven Development (SDD) toolkit for AI coding agents — Claude Code, Copilot, Codex. Slash-command Skills + structured AI Knowledge + MCP server; Progressive Disclosure cuts 70–80% tokens. Brownfield & greenfield.

Universal memory for AI agents and tools. Save, organize and search context anywhere simply by connecting this MCP Server.

三天打鱼两天晒网，也能攒成殷实笔记。

Structured AI Knowledge Builder : Transform any topic into grounded, structured knowledge using MARTA on Azure AI Foundry IQ. Built for Microsoft Agents League 2026.

AI Tools for Enterprises

A markdown knowledge brain for AI agents and humans — plain files on disk, no database. Ships a web UI, an MCP server, and an agentskills.io skill in one Docker container. Works with Hermes Agent, OpenClaw, and Claude Code. (ALPHA)

AI-native knowledge base methodology: causal chains, proximity facets, knowledge lint system, and 4-layer architecture that evolves with cognitive ability.

AI Knowledge Base System - Hybrid & Advanced Systems project in AI / ML / GenAI for CSEProjects360 final year project catalog.

AI Foundations repository defining when AI-generated answers, research-agent outputs, and public knowledge claims may cross from claim to knowledge through intact source, method, validation, uncertainty, and responsibility.

AI Knowledge Extractor - Generative AI project in AI / ML / GenAI for CSEProjects360 final year project catalog.