# AFK-surf/Comma > Comma is an open-source sessionless personal agent: goals become Tasks executed by autonomous agent loops across your devices and the cloud. An alternative to Muse, Dots, Instinct and Town. - Magnitude: 4.6 out of 10 — Early signal - Stars: 102 total · +44 stars today, ≈ 73 by evening - Star trust: star growth looks organic - Category: AI agents · Language: Elixir · License: AGPL-3.0 · Created: 2026-09-30 · Last push: 2026-10-01 - GitHub: https://github.com/AFK-surf/Comma · Homepage: https://comma.surf · Page: https://gitnova.dev/en/r/AFK-surf/Comma ## Useful for - Run a self-hosted instance via Docker Compose with PostgreSQL, Redis and MinIO - Connect a Mac via Salix so the agent can read and change files and run commands - Set up a Loop to watch a repository or inbox without burning tokens when idle ## Why it’s here - 44 stars so far today, about 73 expected by the end of the day. - The spike has held for 2 days in a row — not a one-off blip. - The repository is 1 day old and already has 102 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #144. - About 5 forks a day — people are taking the code. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 6 - Issues and pull requests: 4 - Watchers: 0 - Average over the last week: 67 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 8 ## Stars per day, last 5 days (oldest → newest, today is partial) 2026-09-27 … 2026-10-01: 0, 0, 0, 60, 44 ## Spotted in now - Top new repositories this week: #144 ## More in this category 1. **NVIDIA/OpenShell** — 8.5 · Breakout · AI agents · Rust · +543 stars today, ≈ 1,178 by evening A safe, private runtime for autonomous AI agents: isolated sandbox containers governed by declarative YAML policies restricting filesystem, network, and process access. Manages credential injection for agents like Claude, Codex, OpenCode,… Full card: https://gitnova.dev/en/r/NVIDIA/OpenShell.md 2. **Louis-CFM/coucou** — 8.4 · Breakout · AI agents · Swift · +379 stars today, ≈ 824 by evening A native macOS app that lives in the MacBook notch and monitors Claude Code sessions: approve permissions, answer questions and watch agents work without leaving the notch. Full card: https://gitnova.dev/en/r/Louis-CFM/coucou.md 3. **feder-cr/dots** — 8.3 · Breakout · AI agents · Python · +190 stars today, ≈ 535 by evening Open-source web AI agent with its own patched Firefox browser that avoids detection and blocking. The model is swappable via OpenRouter, while the browser keeps a consistent identity and persistent sessions. Full card: https://gitnova.dev/en/r/feder-cr/dots.md 4. **rehan-remade/universal-modder** — 7.6 · Early signal · AI agents · Python · +270 stars today, ≈ 560 by evening A set of skills, tools and the fal MCP for Claude Code that lets it mod almost any PC game: engine recon, reverse engineering, asset generation, in-game testing and showcase video recording. Full card: https://gitnova.dev/en/r/rehan-remade/universal-modder.md 5. **echris6/motion-video-kit** — 7.1 · Early signal · AI agents · Python · +99 stars today, ≈ 246 by evening A Claude Code skill kit for producing premium, launch-style business commercials with AI footage, HTML/GSAP motion, selective Three.js, and an independent-critic quality loop. Full card: https://gitnova.dev/en/r/echris6/motion-video-kit.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-01 13:52 UTC, updated every 30 minutes.