Best okf 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.

Persistent memory plugin for OpenCode. Obsidian-style knowledge base that survives across sessions

OKF-powered knowledge context for Claude Code — injects your project's knowledge base at every session. Includes OKF-conformant index.md with YAML frontmatter and cross-linked concept files.

Turn docs into agent-readable knowledge bundles using Open Knowledge Format (OKF). Converts documentation websites and local Markdown folders into OKF v0.1-conformant bundles with typed Markdown concept files, frontmatter, navigation files, source URLs, backlinks, and a read-only MCP server.

Structured, spec-driven development workflow for AI coding agents.

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

Open Knowledge Format agentic skills — a Go-based toolkit for creating and managing OKF-conformant agent skills. Powers agents with structured knowledge workflows.

A publishing engine that turns Open Knowledge Format (OKF) bundles into beautiful, searchable documentation sites. Designed for teams that want to author in Markdown + OKF and publish to the web.

Build and maintain a portable knowledge base as an Open Knowledge Format (OKF) bundle — the kb-* agent skill family.

Go CLI toolkit for the Open Knowledge Format (OKF) — agentic-first, JSON-native, vendor-neutral

CLI tool for managing Open Knowledge Format (OKF) bundles.

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

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

A practical project to learn the Open Knowledge Format (OKF) from Google to understand your house.

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

AI-Tadpole-OS a local-first "development platform" a Lily Pad to jump from for running autonomous AI agent teams on your own hardware. Coordinate parallel workflows, maintain full data privacy, and oversee every decision — no cloud required.

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.

Pure-Rust document parsing for RAG/agents: PDF · DOCX · HTML · more → byte-deterministic, page+bbox-citable chunks. One binary, zero deps.

OKF-style docs knowledge-base linter: frontmatter, cross-links, generated indexes, staleness. Zero deps, CLI + API.

Matt Pocock's agent skills, reworked on Google's Open Knowledge Format

Open Knowledge Format with JSONSchema

The OKF Tutor is submission for 5Days AI Agents Vibe-Coding course https://www.kaggle.com/learn-guide/5-day-agents-vibecoding

Big Methods, Ideally Less Drama (a milder, narrower BMAD implementation)

An open, interactive knowledge graph of modern AI — 123 concepts from tokens & attention to LoRA, DPO, reasoning models, and agents, with typed connections. Fully offline, zero dependencies. Built on the Open Knowledge Format.

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.

A fast, native desktop reader for Open Knowledge Format bundles. Point it at a folder to explore concepts, follow links, and see the structure of what you know.

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

OKF-based design skill for contract-driven AI design

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

Top Level Cyber Threat Clusters Reference

Akasha - 3D WebGL knowledge-graph explorer for Obsidian vaults and OKF bundles

开放知识格式(OKF)的中文资料整理,以及几个把飞书、Obsidian、Notion、GitHub 等转成 OKF 的小工具

Lightweight OKF bundle consumer exposed as an MCP server.

Toolkit for turning Markdown docs bundles into validated OKF knowledge graphs, with a local studio, static site output, and agent-friendly CLI.

MCP server for Open Knowledge Format (OKF) bundles — okf-ingest's deterministic consume verbs (context, search, impact, diff, doctor) as agent tools

OKFFS is a Model Context Protocol server for GitHub. Create and manage GitHub issues and projects using OKF knowledge bundles and Claude Code.

Ready-to-fork starter for an AI-maintained knowledge base on the Open Knowledge Format (OKF) v0.1 — Markdown + YAML frontmatter, with a Claude Code skill, conformance validator, and EN/TH docs.

Portable, inspectable knowledge bundles for LLM agents.

Окружение для работы с OKF. SKILL для соблюдения формата и упрощения работы, rag для поиска

A WordPress plugin that converts content into Open Knowledge Format (OKF) documents and knowledge graphs.

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.

A comprehensive OKF knowledge bundle teaching developers how to integrate Nostr into their applications — relays, NIPs, auth, events, client libraries, and production patterns

Open Knowledge Format Skill.

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

Use Effect v4 (beta) to create CLI tools and services that can parse, validate, ingest, query, and reason over OKF bundles, integrated with RAG (Retrieval-Augmented Generation) via ChromaDB

Portable, OKF-compatible company knowledge base in Markdown. Compiles to a hierarchical, scale-ready index for LLMs + an offline HTML viewer for humans — with facets, search-by-meaning, and built-in agent procedures (onboarding, dedup, capture). Works with Claude Code, Codex, Antigravity — or no agent.

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.

Reconfigurable LLM surface that reshapes per task

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

Unified ingestion tool for Google's Open Knowledge Format (OKF): validate, load into a portable DuckDB catalog, and semantically search bundles — from R or Python.

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.

Fast, deterministic CLI to search and navigate Open Knowledge Format (OKF) doc bundles — for humans and AI agents. Find by frontmatter, traverse the link graph, surface orphans/deadlinks. (planning)

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

FANUC RAG Knowledge Base — pluggable retrieval + SAG hybrid search + OKF concepts. 97.4% flywheel, 29ms avg. pip install rag-fanuc.

LLM-maintained knowledge base (OKF + Karpathy LLM-wiki pattern) for STRT's daily That's a First Digest n8n workflow.

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.

OKF knowledge vault plugin for Claude Code. Inbox-to-sources-to-wiki pipeline. Run /vault-init to get started. Turns messy notes into structured OKF knowledge bundles.

Reference implementation: HemmaBo — the host-owned trust layer for vacation rentals: every host runs 0%-commission direct bookings on their own domain, with host-signed, agent-verifiable offers that AI agents can discover, verify, and book directly. https://hemmabo.com

Official community repository for AI-Tadpole-OS. Download, share, and install industry-specific AI Swarm templates.

The FAW template family: an agent-run workspace (Commonplace), its shared brain (Lodestar), and the store that keeps them in parity (Chandlery). Plain Markdown + git, agent-agnostic, no lock-in.

Local-first context mesh for agent workflows: a Rust CLI and MCP stdio runtime for durable events, rebuildable context graphs, skill manifests, public-safe exports, and agent mailboxes.

A self-bootstrapping AI-maintained knowledge vault \u2014 Obsidian + OpenCode + Zettelkasten

The OKF toolkit for Claude Code — author, maintain, validate and visualize Open Knowledge Format bundles. Claude Code plugin + skills.sh integration for creating and managing OKF knowledge bundles directly from your agent.

google-okf is a production-grade, open-source Python library designed to automatically connect to various enterprise data sources and convert them into the standard Google Open Knowledge Format (OKF).

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.

Agent Wiki is a lightweight OKF-compatible knowledge layer for AI agents, turning documents, code, and project context into portable, retrievable memory.

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

A Claude Code plugin for reading, writing, validating, and maintaining Open Knowledge Format (OKF)

Small, honest utilities for Claude Code and OKF: config-watch restarts, compaction recall, and a measured provenance layer

Open Knowledge Format (OKF) plugin for Claude Code — a skill, auditor agent, and session hook that keep every project's knowledge catalog current.

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

OKF semantic-layer builder + cross-platform analytics skills for Claude Code & Codex

Open, AI-augmented OKF knowledge base for a DBA program — 6 courses on emerging tech, ML, deep learning, generative AI, AI project design & responsible AI.

The Universal Open Knowledge Format (OKF) Ingestion Compiler. Convert PDF, DOCX, Markdown, and HTML into structured, cross-linked RAG context graphs using Google Gemini.

Homebrew tap for okfcli projects

It's Mine or Nothing. Moon Escape: Reclaim Our Second Brains, Embrace Google OKF, Slay Every SaaS With Your Own Hands — Join Us.

LLM-powered OKF bundle creation from documentation sources

This archive preserves the technical legacy of Lan Master, transforming raw assembly into transferable software engineering knowledge.

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

Shareable LLM Wiki skill kit for Obsidian-compatible agent knowledge bases

A curated collection of reusable skills, workflows, and knowledge modules for building LLM-powered okf-compatible wiki systems.

Lume — segundo cerebro pessoal 100% local: uma IA on-device le e edita seu conhecimento no formato OKF. Rust + Tauri 2 + React.

memvault — local knowledge engine for AI agents: capture Codex/Claude/Gemini sessions, hybrid semantic+keyword retrieval, one MCP server for every harness, interactive graph, OKF export.

Local-first context mesh for agent workflows: a Rust CLI and MCP stdio runtime for durable events, rebuildable context graphs, skill manifests, public-safe exports, and agent mailboxes.

AI-driven MSX development and operations harness, featuring documentation organized via the Open Knowledge Format (OKF), automated build workflows, and direct agent-to-emulator communication via MCP to execute complex tasks.

It's Mine or Nothing. Moon Escape: Reclaim Our Second Brains, Embrace Google OKF, Slay Every SaaS With Your Own Hands — Join Us.

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).

Converts plain markdown into OKF-conformant knowledge bundles

Convert Markdown files and web pages into a conformant Open Knowledge Format (OKF v0.1) bundle. Deterministic Python + optional LLM enrichment. Claude Code skill + standalone CLI.

It's Mine or Nothing. Moon Escape: Reclaim Our Second Brains, Embrace Google OKF, Slay Every SaaS With Your Own Hands — Join Us.

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

MCP server exposing an OKF bundle

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

DB para agentes: estado materializado en OKF (Markdown+YAML) + bitácora firmada append-only estilo postal, expuesta vía REST (CRUD, paginación/búsqueda, auth, rotación de clave, auditoría). Core escrito por GLM bajo gate CCDD.

A bridge specification connecting OKF knowledge packages with Royalty OS trace, evidence, attribution, and compute access rights.

Landing page for OKF — the Open Knowledge Format CLI

An OKF (Open Knowledge Format) reader/writer implemented as an mq module

Open Knowledge Format database dumper CLI, dump a MySQL/Postgres database to OKF

Turn any repo, database, or open-data portal into an AI-ready knowledge graph — one command, no LLM, no lock-in. Based on Google's OKF Spec

SKILL.md to create and maintain OKF about your repo

The OpenDPP Integration API as a machine-readable OKF (Open Knowledge Format) bundle — agent-ingestible, cross-linked Markdown for every endpoint, schema and webhook, regenerated from the live OpenAPI spec.

OQA — Open Query Agent public specification and examples.

Open Knowledge Format (OKF v0.1) bundle for public procurement — 68,717 tenders across 10 sources / 7 countries, by Lucius AI. Data from The State of Public Procurement 2026.

Isometric repo-city banners from a local git clone. Each file is a building: size drives height, type drives color, recent commits light windows.

SSSS — a database-free, Markdown-first schema and mutation contract for AI-agent state. Turn a running business into a single tradeable .ucw file.

用于管理你与 coding agents 之间的意图、上下文与交接流程 —— 基于 Open Knowledge Format（OKF）构建的 Obsidian plugin。

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

Git-backed markdown wiki for humans and AI agents, web UI and MCP endpoint from one binary