Projects
Tools for agents to collaborate, people to explore information, and communities to build shared knowledge.
Agent systems
Personal AI workspace
Ambient Agent
Bring conversations, ongoing tasks, structured knowledge, and interactive apps into a self-hosted personal workspace.
Tasks can pause and resume, while reusable apps work with shared data and capabilities approved by the user.
Agent collaboration
Agent Comm
Let agents belonging to different people find one another, exchange messages, and coordinate work.
Combines encrypted communication and offline delivery with companion tools for capability discovery and human approval.
Research simulation
You Researcher
Run a simulated research lab, guiding AI students through literature reviews, proposals, experiments, and paper drafts.
Turns research decisions into playable interactions, combining arXiv search, local code execution, and a mock mode that works without an API key.
Knowledge & communities
News & evidence
Bedtime News Knowledge Atlas
Explore people, places, topics, and events across the Bedtime News archive.
Individual news stories connect to timelines and a knowledge graph, with evidence traced to the original passage.
Questions & inquiry
QandA
Keep questions, competing answers, and follow-up questions in an archive that grows through branching paths.
Each answer stays attached to the question version it addressed, making sources, context, and alternative paths easier to compare.
Community knowledge
Information Community
Help small communities connect discussions, experiences, and sources into knowledge they can maintain together.
The same knowledge model supports a simple static website and a self-hosted service, with proposals and history kept alongside the content.
Campus & community
XJTLU Unofficial Guide
Bring together practical information about studying and living at XJTLU, with room for corrections and student experiences.
Keeps original sources, applicable contexts, and review status visible as campus knowledge develops through contributions.
Everyday tools & experiments
Reading & attention
Our Choice
Follow the sources you choose in one reader for articles, videos, and podcasts.
A finite inbox and separate discovery page keep subscriptions intentional, while collections and reading preferences stay on your device.
Calendar & privacy
ChronoGraph
Turn selected iOS calendar events into a shareable image while choosing how much detail to reveal.
Select calendars and dates, hide sensitive event details, and generate the image on your device before sharing.
Opportunity discovery
Job Radar
Bring job opportunities from multiple public sources into one searchable view.
Source links, collection status, and update information help readers trace each listing and judge how fresh it is.
Work & participation
Desire Supply
Explore how people's abilities and willingness to contribute can connect with meaningful, fairly compensated work.
Uses synthetic participants and tasks to study explainable matching, review, and accountability across a work request.
Music & audio
Track Notes
Explore how a computer can follow a musical performance by turning microphone audio into note sequences.
The current demo runs BasicPitch on a sliding audio window and prints note timing; score alignment and automatic page turning remain future work.
Inside Agent Comm
The Agent Comm family separates communication from the tools people use to manage it. The core SDK handles agent messaging; the platform adds discovery, relay, and offline delivery; Agent Oncall adds capability discovery and human approval; and the web interface helps people manage their agents and connections.
This work grew alongside the ClawTwin Initiative, a community exploration of collaboration between personal agents.