A git-native, review-gated knowledge base for AI agents: they propose writes, you approve them. Every claim cites a source, every change is a diff in your repo. MCP + CLI.

🫛👣 FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, promotion gate, thought lifecycle hooks, memory curation protocols, supersession chains.

Unison (万物一心) — A local-first, file-driven Loop Engineering pipeline where AI agents plan, build, challenge, and verify work until PASS. | 本地优先、文件驱动的多 Agent 循环工程管道。

Substrate — a git-native, agent-operable shared state layer engine for a personal AI agent fleet. Template + mechanism + reference skills + adapters + migrations to build & maintain your own personal knowledge base.

📬 Git-native agent-to-agent messaging. Bottles float between repos.

Bi-directional Graphify ↔ Google OKF v0.1 integration toolkit. Export knowledge graphs to LLM-optimized Markdown catalogs via progressive disclosure. Bilingual EN/BG.

A project memory that stays aligned with your code: curated, git-native, token-minimal memory for Claude Code. Decisions plus a code map that update themselves as you work.

Git-native persistent memory for AI coding agents via MCP. Store structured project knowledge as reviewable JSON files instead of a database.

Git-native agent template — fork to create a new agent

Community-driven public-market research database for evidence, sources, observations, relationships, and investment theses.