Read-only access to Open Knowledge Format knowledge bases from any project. One skill, wiki, searches the knowledge bases in scope, follows their cross-links and backlinks, and reads the articles it needs, so an agent checks what you have already written down before answering from training data. Scope comes from okf.toml when you are inside a bundle, or from a project's .okf-kb.toml and ~/.config/okf-kb/config.toml when you are not. Nothing in this plugin can write to a knowledge base. Its tools come from the okf-kb MCP server (kb-mcp), which the plugin starts and the Claude desktop app can register too. Requires the okf-kb Python package.
Plugin kb-query from marketplace okf-kb in carelvniekerk/okf-kb. Commands read from the repo's manifest — 12 days ago.
This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.
wikiSearch the user's own knowledge bases (OKF wikis) and read what they say, before answering from training data or searching the web. Use when the user asks what they know, wrote, read or discussed about a topic ("what do we know about", "what did I write on", "what did we say about", "search my notes
okf-kbruns: kb-mcp
Core workflow for an Open Knowledge Format knowledge base. Initialise a new bundle or adopt an existing folder of markdown, compile raw sources into a self-contained wiki with tracked provenance, check its health, and record human sign-off on an article. Searching the wiki lives in the kb-query plugin. Requires the okf-kb Python package for the kb-* tools.
5 skills · 1 agent · hooks
Daily capture for an Open Knowledge Format knowledge base: start-of-day briefs that pull your calendars and inbox, meeting notes scaffolded from the Google or Microsoft 365 calendar event, and voice notes, all filed into raw/ as ordinary sources. Calendars and mail accounts are configured per bundle in the [capture] table of okf.toml, so nothing about your accounts is built into the skills.
3 skills
Source acquisition for an Open Knowledge Format knowledge base: fetch arXiv papers, convert PDFs, Word, PowerPoint, Excel, EPUB and Outlook files to markdown (PDFs with their figures), clip web pages verbatim, download referenced images locally, and transcribe handwritten notes with vision. Needs the okf-kb package's [ingest] extra, which brings pymupdf, requests, beautifulsoup4, markdownify and markitdown.
2 skills
YouTube ingestion for an Open Knowledge Format knowledge base. Stages a video's metadata, captions, audio and frames, judges transcript quality and falls back to MLX Whisper, then writes a structured article with selected frames and keeps the verbatim transcript beside it. Needs the okf-kb package's [video] extra (yt-dlp, mlx-whisper) and ffmpeg on the system.
1 skill
Access thousands of AI prompts and skills directly in your AI coding assistant. Search prompts, discover skills, save your own, and improve prompts with AI.
2 skills · 2 commands · 2 agents · 1 MCP server
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications
5 skills · hooks
AgentDB (external: maintained in ruvnet/agentdb, pinned to commit 27678c3, plugin 3.6.0): agentdb's own standalone MCP server pinned to [email protected] (vector memory with get/list/update/delete for records, patterns and skills, hybrid keyword + vector episode search and an opt-in local cross-encoder, an opt-in aidefence injection guard on memory writes, reflexion, skills, outcome feedback, capabilities report), a memory-specialist agent, 3 skills, /agentdb-status, and the agentdb mod guard that keeps secrets out of memory and refuses delete/reset unless allowed. Complements ruflo-agentdb, which reaches AgentDB through ruflo's server
3 skills · 1 command · 1 agent · 1 MCP server
Perform AI code review on Git diffs — supports workspace changes, branch ranges, and single commits with concurrent per-file analysis, codebase search, and deep context-aware review.
2 commands
Code intelligence powered by a knowledge graph. Provides execution flow tracing, blast radius analysis, and augmented search across your codebase.
12 skills · 1 MCP server · hooks
LLM application development with LangGraph, RAG systems, vector search, and AI agent architectures for Claude 4.6 and GPT-5.4
8 skills · 3 commands · 3 agents
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