Wiki Builder: Skill to Build LLM Knowledge Bases

3 days ago

Wiki Builder is an open-source Claude Code plugin that automates the setup of LLM knowledge bases, reducing the need to recreate folder layouts and prompts for each new project.
The plugin scaffolds a customizable wiki structure with a per-wiki configuration file (wiki.config.md) and includes prompts for compiling pages, filing answers, and linting.
It supports various wiki flavors such as research, paper, domain, product, person, organization, and project, adapting templates accordingly.
The workflow involves adding raw source material to a 'raw/' folder, compiling structured pages into 'wiki/', filing answers in 'wiki/questions/', and running maintenance passes.
A real-world example is the Agentic Engineering Wiki, which includes tips, company profiles, paper summaries, open-source tools, community highlights, and a timeline, all with linked sources.
Under the hood, Wiki Builder consists of a scaffolding script (init_wiki.sh), reusable prompt templates, and a SKILL.md file that guides Claude through the workflow.
Installation is via the DAIR Academy Plugins marketplace, and wikis can be created through Claude commands or by running the script directly.
The approach prioritizes structured markdown wikis maintained by an agent over embeddings or vector databases for smaller-scale knowledge bases, emphasizing durability and accumulation of knowledge.

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