Skills/05
Knowledge Systems
Your company's memory, searchable and talking.
The work
A business's knowledge is scattered across notes, inboxes and people's heads. I build systems that ingest it, vectorize it, and answer questions with sources.
Research assistants, second brains and resident librarians that file what you drop in and speak only when it matters.
What I deliver
- RAG over documents, notes and email with citations
- Research assistants that read, summarize and brief
- Company brains and internal knowledge bases
- Obsidian / vault agents that organize on their own
Tools
Proof
9 projects.
Librarian
Resident agent that files, vectorizes and answers questions over a vault
Medical Device DHF Traceability Audit
Design-history files parsed into a SQLite trace graph with 200 findings
Article Keyword Graph and AI Librarian
Chrome-extension article intake, Neo4j keyword graph, corpus-only AI librarian
Automatable Judgment Study
Pre-registered study of where cheap AI judgment can anchor a business
Temperance Beta Launch Research
Launch research for Temperance, plus a user-panel subagent skill
Obsidian Vault Claude Toolkit
Claude Code agents, commands and hooks for an Obsidian second brain
Research Buddy
Zotero plugin that chats with Claude about the selected paper
Temperance Company Brain
Git repo where AI employees file dated research, leads and strategy pages
Westerfield Ad Studio
Specced AI ad-creative generator for an agency's clients