Best knowledge-management OKF Bundles for AI Agents

Markdown memory system for you and your AI agent

Distill videos, PDFs, transcripts, and notes into source-backed Agent Skills. Uses OKF/OKF-format for structured knowledge output from course and book materials.

Portable, always-fresh docs for agents and humans. A Surface hub is a conformant OKF concept; Surface adds freshness governance by anchoring sentences to code and blocking the build on drift. Deterministic, no LLM.

Agent-first local harness for OKF-compatible LLM Wikis. A desktop app for browsing, searching, and managing OKF knowledge bundles locally on macOS.

P.O.W.E.R. - Hybrid Knowledge Management Framework (P.A.R.A. + OKF Overlay + LLM-Wiki + Execution Rules)

Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and CLI. Pre-release.

Local-first memory for AI agents: teach knowledge as Markdown Domains, capture learnings as Engrams. One Rust binary with MCP server, CLI and hybrid search.

Transform institutional knowledge into Open Knowledge Format (OKF). OKF Studio ingests enterprise knowledge from multiple sources, structures it into portable OKF bundles, builds linked knowledge graphs, and makes knowledge reusable across LLMs, agents, and applications.

Self-learning, OKF-based second brain that lives in a git repo and runs across Claude, Codex, Github copilot, Antigravity, and Cursor.

P.O.W.E.R. - Hybrid Knowledge Management Framework (P.A.R.A. + OKF Overlay + LLM-Wiki + Execution Rules)

An open, local-first knowledge engine - a second brain for your ai. Your notes stay plain markdown + git — the tapes; your AI reads and writes them behind governance gates. No lock-in.

Context Layering & Engineering for Agentic Resources — Persistent memory, intelligent context, and structured project management for Claude Code

Living Docs — a AI agent skill that runs your project's documentation as a living system: constitution, ADRs, BDRs, PRDs, issues, research notes & Mermaid architecture diagrams under five no-drift governance invariants. OKF-formatted, stack-agnostic. Works with Claude Code, Cursor, Copilot, OpenCode & Pi.

Turn hard-won human experience into knowledge your AI agents can act on — a methodology (routing + Book-to-Skill + governance) above OKF. A production field report.

Validate, author, and export your Obsidian vault as Open Knowledge Format (OKF) bundles for AI agents.

Roam-style navigation, backlinks, search, and validation for Open Knowledge Format bundles in Emacs.

CLI and Python library for querying, navigating, and authoring Google Open Knowledge Format (OKF) bundles. Adds semantic search, link graph traversal, and agent-friendly progressive disclosure to plain markdown knowledge bases.

Harness-owned reader/author for Pi-agent OKF (Open Knowledge Format) knowledge bundles

An OKF-native memory layer for code repos — so the why behind your project survives across AI coding sessions. Exports to Google's Open Knowledge Format.

A structured methodology for converting undocumented, tacit knowledge into dense, structured, persistent knowledge artifacts using spaced repetition and LLM mediation. Spaced Knowledge Capture (SKC) combines Cognitive Interview, Critical Decision Method, CommonKADS, SECI, and AMIE research traditions into a 6-phase pipeline.

A local-first AI knowledge platform powered by Ollama and Open Knowledge Format (OKF).

Claude Code skills for creating, managing, and consuming OKF knowledge bundles. Zero-dependency CLI tool for working with OKF bundles directly from the terminal.

한국 상장기업 사업보고서(DART)를 Claude로 OKF 마크다운 위키로 구조화한 리서치 지식베이스 — 16개사·212페이지, 기업·그룹·주주·산업·공급망 교차링크

Comparison and assessment of Google Cloud's Open Knowledge Format (OKF) from a local-first agent-memory perspective. AgentOS by Nadi Adatepe.

Cross-agent Claude Code / Codex skill to author, convert, and validate Markdown in Open Knowledge Format (OKF).

A portable Agent Skill that compiles immutable raw sources into an Obsidian-linked OKF v0.1 LLM wiki.

Why an OKF knowledge base needs a metabolism, not just a body — the automation layer Google's spec leaves out. By Team Dub Labs.

Deterministisches CLI- und Automations-Toolkit für einen markdownbasierten Second-Brain-Vault – Feeds, Metadaten-Enrichment, OKF-Wissensbündel, E-Mail. Kein Agenten-Framework, kein LLM-SDK.