An autonomous agent that researches, codes, builds, and remembers
Ask a question — the agent searches the web, reads pages, and returns a summary with sources.
The agent runs live web searches, opens pages in a browser, and synthesizes findings. For complex sites it interacts with forms and takes screenshots. Video and audio URLs are handled with yt-dlp; voice transcription via Whisper.
research the latest on quantum error correction what are the top 3 competitors to Stripe Atlas? download and transcribe https://youtu.be/abc123 open this page and screenshot the pricing table
Send a spreadsheet, CSV, or paste numbers — get charts, reports, and insights back.
Attach data files directly or paste inline. The agent analyzes with pandas/numpy/scipy, produces charts (matplotlib, plotly), Excel files (openpyxl), PowerPoint decks (python-pptx), and PDF reports (weasyprint). DuckDB and SQLite available for SQL queries over data.
analyze this CSV and plot monthly revenue trends [data.xlsx] compare Q1 vs Q2 by region run a SQL query over this data: top 10 customers by spend turn these numbers into a presentation deck
The agent codes in any major language, runs it, iterates until it works, and sends results.
The container ships with Node/Bun, Python 3/uv, Go 1.24, Rust/Cargo, plus tools: SQLite, DuckDB, PostgreSQL client, Redis client, GraphViz, pandoc, imagemagick, ffmpeg, tesseract OCR. The agent writes code, installs packages, runs it, and debugs failures autonomously.
write a Go HTTP server that returns JSON health checks run this Python script on my data file convert this video to mp3 and send it back build a CLI tool that deduplicates CSV rows
Ask for an app — the agent builds and deploys it live to your URL.
The agent writes files into /workspace/web/pub/, served immediately at your group's web URL. All files under pub/ are public. Send follow-ups to iterate — changes appear on reload.
build a todo app with dark mode add a due-date column and sorting make a dashboard that shows my portfolio allocation create a landing page for my project
Send any file — images, PDFs, docs, voice — the agent reads and acts on them.
Attach files directly to your message. Images are seen natively, PDFs extracted, documents read as text. Voice messages (WhatsApp, Telegram, Discord) are auto-transcribed. To retrieve files the agent produced, use /file get or ask it to send.
here's the contract [report.pdf] — pull out the key metrics [voice: summarise the last three tickets] /file put data.csv /file get ~/tmp/summary.md
Schedule recurring jobs — research, reports, monitoring — the agent runs them on cron.
Task types: cron (schedule expression), interval (every N ms), once (specific time). Each task runs isolated with its own prompt. View or cancel via "what tasks are running?" or /dash/tasks/.
check the weather in London every morning at 9am send me a weekly summary of open GitHub issues every Monday monitor this URL and alert me if it goes down cancel the weather task
Slash commands at the start of a message are intercepted before the agent sees them.
These are handled by the gateway — the agent never receives them. Positional rule: /new at the start resets your session; "tell the agent /new context" goes straight to the agent.
| Command | Effect |
|---|---|
/new [msg] |
Reset session. Optional message starts fresh. /new #topic resets only that topic. |
/stop |
Halt the active container immediately. |
/ping |
Check the gateway is alive — responds with pong. |
/chatid |
Returns your current chat ID. |
/file |
put upload, get download, ls list workspace. |
#topic for parallel threads, @name for child agents.
#word routes to a dedicated topic session — your main session stays untouched. Use this for parallel work without context bleed. Reset a single topic with /new #topic.
@name addresses a specific child agent — @support, @code, @research. Each child has its own personality, instructions, and history. The routing token is stripped before delivery.
#research start digging into WASM runtimes #deploy any issues with last night's rollout? @support I have a billing question /new #deploy # reset only the deploy thread
The agent remembers across sessions — diary, facts, preferences, compressed history.
Diary — daily work log, auto-surfaced each session. Facts — researched knowledge with verification dates, auto-refreshed when stale. User context — per-user preferences and history. Episodes — compressed weekly and monthly summaries.
remember I prefer TypeScript for all new projects search your memory for anything about the API migration what did we work on last week?
Extensible slash commands — the agent has built-in skills and can create new ones.
Type /skill-name to invoke. The agent can also create new skills that persist across sessions. Ask "what skills do you have?" for the full list.
/hello /self /facts /recall-memories /compact-memories /diary /web /howto /users /migrate /info /commit
The /dash/ portal shows status, tasks, groups, memory, and activity.
Log in via OAuth (Google, GitHub, Discord) or Telegram. Pause or cancel tasks, browse per-group memory and config, approve onboarding requests.
https://sloth.quantblue.tech/dash/ Status channels, groups, containers, errors Tasks scheduled jobs, run history, pause/cancel Groups routing, config, message counts Memory diary, facts, CLAUDE.md per group Activity recent messages, routing decisions Onboarding approve/reject new users
Message the gateway — pick a name, get approved, receive a dedicated agent.
When onboarding is enabled, messaging as an unrecognized user starts a setup flow. Pick a world name, wait for operator approval, and you get a dedicated agent with its own workspace, memory, web space, and personality — fully isolated.
you (first message to the gateway) gateway Welcome! Pick a name for your world. you myworld gateway Request submitted. Waiting for approval. # operator approves agent I'm myworld — your dedicated agent. Tell me what you need.
Sessions persist until you reset with /new or they time out. The agent sends status messages during long tasks. You can send follow-ups mid-task — the agent adapts.