AI-powered knowledge curation
Let AI agents discover content for you, or manually curate with your team — Curyloop covers the full loop from discovery to organized knowledge.
AI Agent
Your personal AI agent monitors websites and RSS feeds, analyzes content relevance using your LLM key, and automatically curates discoveries into organized sessions. Set your topics, choose a schedule, and let it work for you around the clock.
- Automated web crawling with RSS/feed discovery
- LLM-powered relevance scoring with auto-tagging
- Configurable schedules (6h, 12h, daily, weekly)
- Per-run sessions with email reports
Team Groups
Create dedicated groups for engineering, product, design, or research teams. Each group has its own members, sessions, and collections. Control visibility with public or private settings.
- Role-based access (Owner, Admin, Member)
- Email invitations with one-click join
- Public or private visibility
Weekly Sessions
Run structured weekly trend sessions where team members share discoveries. Sessions flow through draft, active, and archived states — creating a chronological knowledge timeline.
- Automatic week numbering
- Draft / Active / Archived lifecycle
- Session history forms your team's timeline
Smart Link Sharing
Paste any URL and Curyloop automatically extracts the title, description, and preview image. Add your own context, set priority, and mark items as discussed during your meeting.
- Auto metadata extraction
- Priority levels (Low, Medium, High)
- Real-time discussed toggle
Tagging System
Tag items with topics like #ai, #react, #security. Autocomplete suggestions make tagging fast and consistent. Tags power search filters and trending insights.
- Autocomplete tag suggestions
- Cross-session tag consistency
- Trending tags dashboard
Full-Text Search
Search across all your team's items by keyword, tag, domain, or contributor. Postgres-powered full-text search delivers relevant results instantly.
- Keyword + tag + domain filtering
- Group-scoped search results
- Ranked relevance scoring
Command Palette
Press Cmd+K (or Ctrl+K) to instantly search items, groups, and sessions from anywhere in the app. Navigate your knowledge base at the speed of thought.
- Search items, groups, sessions
- Keyboard-first navigation
- Debounced real-time results
Curated Collections
Pick the best items from any session and organize them into themed collections. Perfect for onboarding guides, resource lists, or topic deep-dives.
- Cross-session curation
- Themed knowledge lists
- Group-level organization
Public Discovery
Public groups contribute to a shared discovery feed. Browse trending tags and recent items from the broader community to find new ideas and tools.
- Community knowledge feed
- Trending tags sidebar
- Cross-team discovery
Weekly Digest Emails
Pro users receive a weekly email digest summarizing new items across their groups. Stay informed even when you miss a session.
- Automated weekly summaries
- Per-group item highlights
- Pro plan feature
Security First
Row Level Security on every table ensures users only see what they're authorized to access. All data is encrypted in transit and at rest.
- Postgres Row Level Security
- Role-based access control
- Encrypted data storage
Real-Time Updates
See new items appear instantly during live sessions. The discussed toggle updates in real-time so everyone stays in sync during meetings.
- Live item feed updates
- Real-time discussed status
- No page refresh needed