llm-wiki

Ingest raw sources into an interlinked markdown knowledge base with provenance tracking.

7|1|Updated Jul 26, 2026
One-click install
npx skills add https://github.com/paxlabs-inc/ion-agent --skill llm-wiki-paxlabs-inc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: llm-wiki
Source: https://github.com/paxlabs-inc/ion-agent/tree/main/skills/research/llm-wiki
Command: npx skills add https://github.com/paxlabs-inc/ion-agent --skill llm-wiki-paxlabs-inc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of fragmented, ephemeral knowledge by creating a persistent, compounding, and interlinked markdown-based knowledge base that evolves with your research.

Core Features & Use Cases

  • Compounding Knowledge: Compiles information once and keeps it fresh, avoiding the overhead of reconstructing knowledge from scratch on every query.
  • Structured Synthesis: Automatically manages entity, concept, and comparison pages with strict schema enforcement and provenance tracking.
  • Use Case: Use this skill to maintain a personal or team research wiki where the agent ingests articles, cross-references concepts, and flags contradictions for your review.

Quick Start

Ask the agent to create a new wiki in your home directory and ingest the research paper provided in the current context.

Frequently Asked Questions about llm-wiki

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a persistent markdown knowledge base from research papers?

To build a persistent markdown knowledge base, ingest raw research sources into the agent, which synthesizes them into structured entity and concept pages with cross-referencing and provenance tracking. This avoids reconstructing knowledge from scratch on every query by compiling information once.

What is the best way to maintain an interlinked research wiki without losing source provenance?

The best way to maintain an interlinked research wiki with provenance is using automated synthesis to create entity and concept pages that track original sources. Automated health checks flag contradictions and ensure knowledge consistency across your markdown files as research evolves.

Can I use a markdown wiki as a RAG alternative for compounding research notes?

Yes, you can use a markdown wiki as a RAG alternative by compiling information once into interlinked pages instead of querying raw sources repeatedly. This creates a compounding knowledge base that evolves with your research and flags contradictions for review.

Do I need terminal access to manage a markdown knowledge base with automated health checks?

Yes, you need terminal access for file system operations to manage this markdown knowledge base. Terminal access enables the agent to create directories, write interlinked markdown files, and run automated health checks for knowledge consistency.

How does a knowledge base handle contradictions when cross-referencing multiple research sources?

When cross-referencing multiple sources, the knowledge base flags contradictions for your review using automated health checks. It maintains strict schema enforcement and provenance tracking on entity and concept pages to ensure knowledge consistency across the wiki.