Productivity
Browser Tab Triage Extension
Group, summarise and close your open tabs in one click
Intermediate14h1–2
Chrome extensionLLMEmbeddings
17/20Auto-Linking Notes
A notes app that suggests links between related notes as you write.
Intermediate18h1–2 people16/20 fit
Build Auto-Linking Notes for students and researchers in ~18h with 1–2 people. Stack: Embeddings + Next.js + SQLite + ECharts.
Why it wins: A second brain that maintains itself.
Build flow
01 · Problem
Knowledge in notes stays isolated because linking manually is tedious.
02 · Solution
Embed each note, suggest related notes and concepts while typing and show a graph of connections.
03 · Build
- 1Store notes as Markdown
- 2Embed on save
- 3Suggest nearest notes
- 4Render the graph
04 · Demo
Write a new note and watch three related notes surface.
MVP checklist
- Live link suggestions
- Backlinks
- Graph view
- Markdown storage
Tech stack
| Tech | Role | |
|---|---|---|
| Embeddings | Semantic similarity | AI |
| Next.js | Frontend + API routes | Web |
| SQLite | Embedded database | Data |
| ECharts | Interactive charts | UI |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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