Welcome
This is my AI-collaboration knowledge base.
Vault Structure
| Folder | Purpose |
|---|---|
| Clippings | Raw article clips from Linkding (full content) |
| Inbox | Raw scraped content (web pages, PDFs) |
| AI | AI-generated summaries and analysis (from Clippings) |
| Research | Deep topic synthesis reports |
| Papers | Lightweight paper stubs with TL;DR and citation info |
| References | Literature survey sessions (DOI lists, synthesis matrices) |
| Notes | Personal notes and thoughts |
| Assets | Images and attachments |
| tools | Tools and software bookmarks |
Claude Code Skills & Commands
Project commands (run in this vault):
| Command | What it does |
|---|---|
/sync-linkding | Fetch unprocessed Linkding bookmarks → save to Clippings → run analyze-vault |
/analyze-vault | Generate AI summaries for unanalyzed Clippings → write to ai/ |
/research-vault | Deep research on a topic — synthesizes existing vault notes into a report in research/ |
/qa-vault <question> | Answer a question by synthesizing vault content → save as notes/YYYY-MM-DD-<slug>.md |
/save-note <title> | Save insights from the current conversation → persist to notes/ |
User skills (available in any Claude Code session):
| Skill | What it does |
|---|---|
/academic-refs | 5-step academic reference workflow: field map → DOI-validated references → Zotero export (DOI list + RIS) → per-paper summaries via Semantic Scholar → synthesis matrix. Saves to papers/ and references/. |
/discord-url-analyzer | Fetches and summarizes URLs shared in Discord |
Typical Workflows
Reading pipeline: Linkding bookmark → /sync-linkding → Clippings/ → ai/
Research pipeline: /research-vault → research/<topic>.md (synthesizes existing ai/ notes)
Q&A loop (Karpathy compounding): /qa-vault <question> → notes/ (answer draws from vault, answer enriches vault)
Conversation capture: /save-note <title> → notes/ (insights from Discord or terminal sessions)
Literature survey: /academic-refs → Zotero → papers/ stubs + references/ session