zeroclaw-labs/zeroclawPublic

Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀

AI summary: A minimal, zero-dependency framework for building lightweight autonomous AI agents.

Stars
32.9K
+7 today
Forks
5K
Watchers
83
Open issues
515
Open PRs
221
Contributors
~469
Commits
5.5K
Branches
206

RustApache-2.0Created Feb 13, 2026Last push 1d agoLatest release v0.8.5+45 stars this week+203 this month

Quick answers

What is zeroclaw?
A minimal, zero-dependency framework for building lightweight autonomous AI agents.
What does zeroclaw do?
ZeroClaw is a highly minimalist, zero-dependency framework designed for developers to build lightweight autonomous AI agents quickly. It strips away the complexity often found in large agent frameworks, focusing on providing a clean, core loop for observation, reasoning, and action. By relying solely on standard library features, it ensures maximum portability and ease of installation across different environments. The framework provides basic abstractions for LLM communication, tool execution, and state management, allowing developers to implement custom agent logic without being bogged down by heavy abstractions or external dependencies. It's built for speed and simplicity.
Who is zeroclaw for?
ZeroClaw is for developers who prefer lean, minimalist tools over heavy frameworks. It is ideal for those who want deep control over their agent's execution loop and need to deploy in environments where dependencies are a liability.
How do I get started with zeroclaw?
git clone https://github.com/zeroclaw-labs/zeroclaw.git && cd zeroclaw
How popular is zeroclaw on GitHub?
zeroclaw-labs/zeroclaw has 32,923 stars and 4,954 forks on GitHub, and gained 45 stars in the last 7 days.
What license does zeroclaw use?
zeroclaw-labs/zeroclaw is released under the Apache-2.0 license.

Star history

since Jul 29, 2026
010K20K30KJul 2026Aug 2026Sep 2026Oct 2026
32.9K stars as of Oct 3, 2026. Measured daily since Jul 29, 2026; GitHub no longer exposes earlier star timestamps.

Contribution activity

commits per day, last 52 weeks
OctNovDecJanFebMarAprMayJunJulAugSepMonWedFri2025-10-04: 0 commits2025-10-05: 0 commits2025-10-06: 0 commits2025-10-07: 0 commits2025-10-08: 0 commits2025-10-09: 0 commits2025-10-10: 0 commits2025-10-11: 0 commits2025-10-12: 0 commits2025-10-13: 0 commits2025-10-14: 0 commits2025-10-15: 0 commits2025-10-16: 0 commits2025-10-17: 0 commits2025-10-18: 0 commits2025-10-19: 0 commits2025-10-20: 0 commits2025-10-21: 0 commits2025-10-22: 0 commits2025-10-23: 0 commits2025-10-24: 0 commits2025-10-25: 0 commits2025-10-26: 0 commits2025-10-27: 0 commits2025-10-28: 0 commits2025-10-29: 0 commits2025-10-30: 0 commits2025-10-31: 0 commits2025-11-01: 0 commits2025-11-02: 0 commits2025-11-03: 0 commits2025-11-04: 0 commits2025-11-05: 0 commits2025-11-06: 0 commits2025-11-07: 0 commits2025-11-09: 0 commits2025-11-10: 0 commits2025-11-11: 0 commits2025-11-12: 0 commits2025-11-13: 0 commits2025-11-14: 0 commits2025-11-15: 0 commits2025-11-16: 0 commits2025-11-17: 0 commits2025-11-18: 0 commits2025-11-19: 0 commits2025-11-20: 0 commits2025-11-21: 0 commits2025-11-22: 0 commits2025-11-23: 0 commits2025-11-24: 0 commits2025-11-25: 0 commits2025-11-26: 0 commits2025-11-27: 0 commits2025-11-28: 0 commits2025-11-29: 0 commits2025-11-30: 0 commits2025-12-01: 0 commits2025-12-02: 0 commits2025-12-03: 0 commits2025-12-04: 0 commits2025-12-05: 0 commits2025-12-06: 0 commits2025-12-07: 0 commits2025-12-08: 0 commits2025-12-09: 0 commits2025-12-10: 0 commits2025-12-11: 0 commits2025-12-12: 0 commits2025-12-13: 0 commits2025-12-14: 0 commits2025-12-15: 0 commits2025-12-16: 0 commits2025-12-17: 0 commits2025-12-18: 0 commits2025-12-19: 0 commits2025-12-20: 0 commits2025-12-21: 0 commits2025-12-22: 0 commits2025-12-23: 0 commits2025-12-24: 0 commits2025-12-25: 0 commits2025-12-26: 0 commits2025-12-27: 0 commits2025-12-28: 0 commits2025-12-29: 0 commits2025-12-30: 0 commits2025-12-31: 0 commits2026-01-01: 0 commits2026-01-02: 0 commits2026-01-03: 0 commits2026-01-04: 0 commits2026-01-05: 0 commits2026-01-06: 0 commits2026-01-07: 0 commits2026-01-08: 0 commits2026-01-09: 0 commits2026-01-10: 0 commits2026-01-11: 0 commits2026-01-12: 0 commits2026-01-13: 0 commits2026-01-14: 0 commits2026-01-15: 0 commits2026-01-16: 0 commits2026-01-17: 0 commits2026-01-18: 0 commits2026-01-19: 0 commits2026-01-20: 0 commits2026-01-21: 0 commits2026-01-22: 0 commits2026-01-23: 0 commits2026-01-24: 0 commits2026-01-25: 0 commits2026-01-26: 0 commits2026-01-27: 0 commits2026-01-28: 0 commits2026-01-29: 0 commits2026-01-30: 0 commits2026-01-31: 0 commits2026-02-01: 0 commits2026-02-02: 0 commits2026-02-03: 0 commits2026-02-04: 0 commits2026-02-05: 0 commits2026-02-06: 0 commits2026-02-07: 0 commits2026-02-08: 0 commits2026-02-09: 0 commits2026-02-10: 0 commits2026-02-11: 0 commits2026-02-12: 0 commits2026-02-13: 9 commits2026-02-14: 57 commits2026-02-15: 88 commits2026-02-16: 162 commits2026-02-17: 230 commits2026-02-18: 158 commits2026-02-19: 126 commits2026-02-20: 129 commits2026-02-21: 149 commits2026-02-22: 40 commits2026-02-23: 37 commits2026-02-24: 23 commits2026-02-25: 0 commits2026-02-26: 0 commits2026-02-27: 0 commits2026-02-28: 0 commits2026-03-01: 0 commits2026-03-02: 0 commits2026-03-03: 0 commits2026-03-04: 0 commits2026-03-05: 14 commits2026-03-06: 7 commits2026-03-07: 8 commits2026-03-08: 0 commits2026-03-09: 22 commits2026-03-10: 44 commits2026-03-11: 42 commits2026-03-12: 38 commits2026-03-13: 39 commits2026-03-14: 74 commits2026-03-15: 33 commits2026-03-16: 63 commits2026-03-17: 55 commits2026-03-18: 36 commits2026-03-19: 67 commits2026-03-20: 48 commits2026-03-21: 79 commits2026-03-22: 35 commits2026-03-23: 39 commits2026-03-24: 78 commits2026-03-25: 26 commits2026-03-26: 66 commits2026-03-27: 22 commits2026-03-28: 98 commits2026-03-29: 74 commits2026-03-30: 4 commits2026-03-31: 6 commits2026-04-01: 11 commits2026-04-02: 9 commits2026-04-03: 5 commits2026-04-04: 5 commits2026-04-05: 7 commits2026-04-06: 0 commits2026-04-07: 6 commits2026-04-08: 16 commits2026-04-09: 32 commits2026-04-10: 24 commits2026-04-11: 12 commits2026-04-12: 12 commits2026-04-13: 10 commits2026-04-14: 8 commits2026-04-15: 3 commits2026-04-16: 10 commits2026-04-17: 15 commits2026-04-18: 10 commits2026-04-19: 9 commits2026-04-20: 16 commits2026-04-21: 9 commits2026-04-22: 5 commits2026-04-23: 7 commits2026-04-24: 2 commits2026-04-25: 14 commits2026-04-26: 10 commits2026-04-27: 13 commits2026-04-28: 2 commits2026-04-29: 24 commits2026-04-30: 9 commits2026-05-01: 10 commits2026-05-02: 7 commits2026-05-03: 4 commits2026-05-04: 15 commits2026-05-05: 9 commits2026-05-06: 5 commits2026-05-07: 18 commits2026-05-08: 2 commits2026-05-09: 12 commits2026-05-10: 8 commits2026-05-11: 8 commits2026-05-12: 13 commits2026-05-13: 18 commits2026-05-14: 9 commits2026-05-15: 14 commits2026-05-16: 8 commits2026-05-17: 7 commits2026-05-18: 11 commits2026-05-19: 10 commits2026-05-20: 4 commits2026-05-21: 1 commit2026-05-22: 4 commits2026-05-23: 23 commits2026-05-24: 7 commits2026-05-25: 18 commits2026-05-26: 5 commits2026-05-27: 10 commits2026-05-28: 14 commits2026-05-29: 3 commits2026-05-30: 13 commits2026-05-31: 16 commits2026-06-01: 0 commits2026-06-02: 23 commits2026-06-03: 5 commits2026-06-04: 7 commits2026-06-05: 13 commits2026-06-06: 14 commits2026-06-07: 40 commits2026-06-08: 21 commits2026-06-09: 16 commits2026-06-10: 10 commits2026-06-11: 74 commits2026-06-12: 3 commits2026-06-13: 9 commits2026-06-14: 18 commits2026-06-15: 49 commits2026-06-16: 20 commits2026-06-17: 87 commits2026-06-18: 17 commits2026-06-19: 9 commits2026-06-20: 14 commits2026-06-21: 23 commits2026-06-22: 20 commits2026-06-23: 46 commits2026-06-24: 17 commits2026-06-25: 30 commits2026-06-26: 20 commits2026-06-27: 29 commits2026-06-28: 40 commits2026-06-29: 48 commits2026-06-30: 30 commits2026-07-01: 18 commits2026-07-02: 21 commits2026-07-03: 16 commits2026-07-04: 20 commits2026-07-05: 15 commits2026-07-06: 14 commits2026-07-07: 15 commits2026-07-08: 34 commits2026-07-09: 25 commits2026-07-10: 14 commits2026-07-11: 3 commits2026-07-12: 11 commits2026-07-13: 0 commits2026-07-14: 9 commits2026-07-15: 2 commits2026-07-16: 5 commits2026-07-17: 28 commits2026-07-18: 21 commits2026-07-19: 17 commits2026-07-20: 30 commits2026-07-21: 35 commits2026-07-22: 11 commits2026-07-23: 5 commits2026-07-24: 15 commits2026-07-25: 11 commits2026-07-26: 5 commits2026-07-27: 3 commits2026-07-28: 18 commits2026-07-29: 23 commits2026-07-30: 7 commits2026-07-31: 8 commits2026-08-01: 14 commits2026-08-02: 14 commits2026-08-03: 18 commits2026-08-04: 8 commits2026-08-05: 28 commits2026-08-06: 6 commits2026-08-07: 19 commits2026-08-08: 0 commits2026-08-09: 12 commits2026-08-10: 1 commit2026-08-11: 24 commits2026-08-12: 16 commits2026-08-13: 20 commits2026-08-14: 8 commits2026-08-15: 7 commits2026-08-16: 3 commits2026-08-17: 4 commits2026-08-18: 22 commits2026-08-19: 20 commits2026-08-20: 13 commits2026-08-21: 10 commits2026-08-22: 18 commits2026-08-23: 5 commits2026-08-24: 27 commits2026-08-25: 19 commits2026-08-26: 4 commits2026-08-27: 12 commits2026-08-28: 8 commits2026-08-29: 23 commits2026-08-30: 16 commits2026-08-31: 3 commits2026-09-01: 5 commits2026-09-02: 18 commits2026-09-03: 28 commits2026-09-04: 15 commits2026-09-05: 12 commits2026-09-06: 16 commits2026-09-07: 6 commits2026-09-08: 8 commits2026-09-09: 4 commits2026-09-10: 5 commits2026-09-11: 19 commits2026-09-12: 9 commits2026-09-13: 24 commits2026-09-14: 23 commits2026-09-15: 32 commits2026-09-16: 10 commits2026-09-17: 14 commits2026-09-18: 20 commits2026-09-19: 19 commits2026-09-20: 15 commits2026-09-21: 11 commits2026-09-22: 33 commits2026-09-23: 3 commits2026-09-24: 17 commits2026-09-25: 16 commits2026-09-26: 21 commits2026-09-27: 9 commits2026-09-28: 52 commits2026-09-29: 12 commits2026-09-30: 5 commits2026-10-01: 0 commits2026-10-02: 0 commits2026-10-03: 0 commits
5,040 commits in the last yearLessMore

Signals and awards

derived from tracked data
  • Widely adopted

    32,923 stars

  • Very active

    5,040 commits in 52 weeks

  • Community-driven

    ~469 contributors

  • Well documented

    High community health score

  • Permissive license

    Apache-2.0

  • Continuous integration

    Automated checks passing

  • Repeat trending

    13 trending appearances

What zeroclaw does

ZeroClaw is a highly minimalist, zero-dependency framework designed for developers to build lightweight autonomous AI agents quickly. It strips away the complexity often found in large agent frameworks, focusing on providing a clean, core loop for observation, reasoning, and action. By relying solely on standard library features, it ensures maximum portability and ease of installation across different environments. The framework provides basic abstractions for LLM communication, tool execution, and state management, allowing developers to implement custom agent logic without being bogged down by heavy abstractions or external dependencies. It's built for speed and simplicity.

ZeroClaw is for developers who prefer lean, minimalist tools over heavy frameworks. It is ideal for those who want deep control over their agent's execution loop and need to deploy in environments where dependencies are a liability.

  • Zero dependencies: Operates entirely on standard libraries, eliminating dependency hell and ensuring high portability.
  • Minimalist architecture: Focuses on a simple, transparent execution loop (observe, reason, act) without convoluted abstractions.
  • Lightweight footprint: Consumes minimal disk space and memory, making it ideal for edge computing or constrained environments.
  • Custom tool integration: Provides a straightforward interface for developers to plug in their own custom functions as tools for the agent.
  • Agnostic LLM support: Designed to easily swap out underlying language models by implementing simple interface wrappers.
  • Fast startup: Extremely quick initialization times due to the lack of heavy external packages.

Where teams use it

Edge AI deployments

Developers use it to run lightweight agents on IoT devices or edge servers where installing heavy frameworks is impractical.

Rapid agent prototyping

Engineers use it to quickly sketch out and test new agent behaviors without setting up complex project environments.

Educational purposes

Students and educators use the minimal codebase to understand the fundamental concepts of autonomous agent loops.

Serverless functions

Platform teams deploy agents within serverless architectures where minimizing cold start times is a priority.

Getting started: git clone https://github.com/zeroclaw-labs/zeroclaw.git && cd zeroclaw

README

master branch

ZeroClaw

🦀 ZeroClaw — Personal AI Assistant

You own the agent. You own the data. You own the machine it runs on.

Build Status Latest release License Rust Edition 2024 Contributors Discord

Website · Docs · Philosophy · Quick start · Architecture · Discord


ZeroClaw is an agent runtime — a single Rust binary you configure and run. It talks to LLM providers (Anthropic, OpenAI, Ollama, and ~20 others), reaches the world through 30+ channels (Discord, Telegram, Matrix, email, voice, webhooks, your own CLI), and acts through tools (shell, browser, HTTP, hardware, custom MCP servers). Everything runs on your machine, with your keys, in your workspace.

Read the Philosophy for the four opinions that shape it.

Install

Unix (recommended)

curl -fsSL https://raw.githubusercontent.com/zeroclaw-labs/zeroclaw/master/install.sh | sh
"${CARGO_HOME:-$HOME/.cargo}/bin/zeroclaw" quickstart

Windows (recommended)

Use the Rust-free prebuilt PowerShell path in the Windows setup guide. It installs the current release, updates PATH, and runs Quickstart.

For the guided Unix installer, source builds, app and feature selection, and PATH behavior, compare the installation paths.

Run ./install.sh --help for the complete Unix installer flag reference.

Working on the docs? The translated documentation catalogues live in a git submodule (docs/book/po). The Rust build does not need it, but building or syncing the docs does. Clone with it, or add it to an existing clone:

git clone --recurse-submodules https://github.com/zeroclaw-labs/zeroclaw.git
git submodule update --init docs/book/po   # existing clone

Platform-specific notes: Linux · macOS · Windows · FreeBSD · NixOS · Docker

Quick start

zeroclaw quickstart               # one-shot setup: pick a provider, write a working config
zeroclaw agent -a <alias>         # interactive chat using the [agents.<alias>] entry
zeroclaw service install          # register as systemd/launchctl/Windows Service
zeroclaw service start            # run it always-on in the background

Full walkthrough: Quick start — or skip the safety gates with YOLO mode for dev boxes.

What ZeroClaw does

  • Multi-channel — one agent answering you across every channel you configure. Inbound messages from Discord, Telegram, Matrix, email, webhooks, CLI — all delivered to the same agent loop.
  • Provider-agnostic — model providers are pluggable. Configure Anthropic, OpenAI, local Ollama, or any OpenAI-compatible endpoint. Fallback chains and routing keep the agent running when a provider flakes.
  • Security-first, with escape hatches — default autonomy is supervised: medium-risk ops require approval, high-risk blocked. Workspace boundaries, command policy, OS-level sandboxes (Landlock / Bubblewrap / Seatbelt / Docker), and cryptographic tool receipts on every action. YOLO mode exists for trusted dev environments.
  • Hardware-capable — GPIO / I2C / SPI / USB on Raspberry Pi, STM32, Arduino, and ESP32 via the Peripheral trait. See Hardware.
  • Gateway + dashboard — HTTP / WebSocket gateway for clients, with a web dashboard for chat, memory browsing, config editing, cron management, and tool inspection.
  • SOP engine — event-triggered Standard Operating Procedures (MQTT / webhook / cron / peripheral) with approval gates and resumable runs.
  • ACP — IDE / editor integration via Agent Client Protocol (JSON-RPC 2.0 over stdio).

Configuration

One TOML file at ~/.zeroclaw/config.toml. Pointers:

A V3 config has at minimum four section headers (<type>.<alias> shaped) — a provider entry, an agent that references it, and a risk profile the agent gates against. See Provider Configuration → Minimal working example for the canonical four-section form with inline type/alias commentary.

For standard OpenAI Codex subscription auth, Quickstart can write the provider entry for you:

zeroclaw auth login --model-provider openai-codex --import ~/.codex/auth.json  # if already signed in with Codex CLI
zeroclaw quickstart --model-provider openai-codex --model gpt-5.4

The provider entry uses the canonical OpenAI shape; the alias below is an example:

[providers.models.openai.coding]   # type = openai; alias = coding (you choose)
model = "gpt-5.4"
wire_api = "responses"
requires_openai_auth = true

…and point your agent at it with model_provider = "openai.<alias>".

Notes:

  • Normal OpenAI Codex subscription auth uses stored auth profiles, not an api_key on the provider entry.
  • Claude Max setup-token auth stays on the canonical Anthropic slot: run claude setup-token, choose setup_token in Quickstart, and paste the generated token into the API key/token prompt.
  • Only set api_key / uri on [providers.models.openai.<alias>] when intentionally targeting a custom OpenAI-compatible gateway or endpoint.
  • If you see provider streaming failed, falling back to non-streaming chat, ZeroClaw retries the same request in non-streaming mode. Check zeroclaw auth status before changing provider config.

Architecture

┌──────────────────────────────────────────────────────────────┐
│            channels       gateway        ACP                 │
│          (30+ adapters)   (REST/WS)    (JSON-RPC)            │
│                        ↓                                     │
│                   ZeroClaw runtime                           │
│         ┌──────────┬──────────┬──────────┐                   │
│         │  agent   │ security │   SOP    │                   │
│         │   loop   │  policy  │  engine  │                   │
│         └──────────┴──────────┴──────────┘                   │
│              ↓          ↓           ↓                        │
│          providers    tools      memory                      │
│         (Anthropic,  (shell,    (SQLite,                     │
│          OpenAI,     browser,    embeddings)                 │
│          Ollama,     HTTP,                                   │
│          ~20 more)   hardware)                               │
└──────────────────────────────────────────────────────────────┘

Full detail with Mermaid diagrams: Architecture overview · Request lifecycle · Crates.

Contributing

Start with how to contribute. Larger changes go through the RFC process. Real-time chat lives on Discord (the best way to reach the team); durable work tracking is on GitHub issues.

Good places to start:

  • New channel → crates/zeroclaw-channels/
  • New provider → crates/zeroclaw-providers/
  • New tool → crates/zeroclaw-tools/
  • Hardware support → crates/zeroclaw-hardware/
  • Docs → docs/book/src/

AI-assisted PRs are welcome; see Contribution culture (RFC #5615) for the co-authorship norms.

Security

Do not file public issues for security vulnerabilities. Email [email protected]. See SECURITY.md for the full policy.

Official repository & impersonation notice

This is the only official ZeroClaw repository:

https://github.com/zeroclaw-labs/zeroclaw

Any other repository, organization, domain, or package claiming to be "ZeroClaw" or implying affiliation with ZeroClaw Labs is unauthorized and not affiliated with this project.

License

Dual-licensed: MIT OR Apache 2.0. You may choose either. Contributors automatically grant rights under both — see CLA. The ZeroClaw name and logo are trademarks of ZeroClaw Labs.

Credits

Built and maintained by the community — original creator @theonlyhennygod; project lead @JordanTheJet. Full maintainer list in Communication.

Thanks to the communities that incubated early work: Harvard University, MIT, Sundai Club, and every contributor pushing it forward.

Star History Chart

ZeroClaw contributors

View on GitHub

Recent activity

commits and pull requests

Releases and announcements

153 total
  1. v0.8.5v0.8.5Sep 5, 202612.2K downloads

    # ZeroClaw v0.8.5 ZeroClaw v0.8.5 is a security, connectivity, and operator-experience release spanning **454 commits** from **73 contributors**. It introduces ZeroRelay and ZeroRouter, expands live chat and provider capabilities, hardens plugin, sandbox, webhook, credential, and file boundaries, and makes cross-platform builds and coordinated crate publication more reproducible. This release also removes or narrows several deprecated surfaces; review [Breaking Changes](#breaking-changes) before upgrading plugins, skills, legacy node integrations, WATI deployments, TodoWrite configuration, or contributor tooling. ## Highlights - **ZeroRelay and ZeroRouter arrive together:** ZeroRelay provides blind forwarding with native mTLS enrollment, while ZeroRouter adds a first-class hosted routing preset and public model catalog (#10142, #9645, #10453). - **Chat becomes more capable:** the dashboard can keep several conversations open per agent, open the same agent in multiple tabs, and attach or drop images through the new upload path (#9353, #9355, #10544). - **Provider support expands:** Anthropic gains opt-in live thinking display, Grok Build ACP and Atlas Cloud become first-class pro

  2. v0.8.4v0.8.4Aug 2, 202621.2K downloads

    # ZeroClaw v0.8.4 ZeroClaw v0.8.4 is a maintenance and hardening release spanning **262 commits** from **49 contributors**. It expands the memory and SOP control planes, improves provider and channel reliability, strengthens sandbox and credential boundaries, and makes the desktop and release pipeline more dependable. This release also includes upgrade-sensitive changes for skill sources, Nextcloud Talk, and generic webhook authentication; review [Breaking Changes](#breaking-changes) before upgrading those integrations. ## Highlights - **Memory controls** add opt-in retrieval caching, reranking, typed-fact extraction, migration-aware configuration checks, content scanning, and auditable recall paths. - **SOP execution** gains per-SOP admission policies, quorum-based approval brokering, checkpoint editing, centralized fan-in adapters, and stronger deterministic gate handling. - **Operator surfaces** add dashboard-driven upgrades, channel relinking, agent renaming, runtime-context display, searchable keybinding help, and a more reliable terminal experience. - **Channels and ACP** gain Mattermost WebSocket listening, Telegram debounce, interactive reply events, signed Nextcloud Tal

  3. v0.8.3v0.8.3Jul 16, 202615.8K downloads

    # ZeroClaw v0.8.3 This release is a large consolidation cycle spanning **379 commits** from **56 contributors**, focused on the new Standard Operating Procedure (SOP) engine, a WebAssembly plugin host, a Git forge channel, and a broad round of runtime, provider, and security hardening. If you run ZeroClaw agents in production, the headline changes are the procedural-memory/SOP substrate, tighter context-budget accounting, and a wave of SSRF and secret-leak fixes. Desktop and quickstart flows also get meaningful polish. ## Highlights - **SOP (Standard Operating Procedure) engine** lands end to end — a daemon maintenance tick, typed step contracts, live step execution, cron/filesystem/calendar triggers, and an out-of-band approval plane. - **WebAssembly plugin host** (wasmtime component model) for tools, channels, and memory, with per-call execution limits, signature-policy enforcement, and registry search/install by name. - **Git forge channel** with GitHub and Gitea/Forgejo providers, plus a unified `git_forge` tool and SOP ingress. - **Self-contained desktop app** returns — the kernel now ships as a Tauri sidecar for a Quickstart-first companion experience. - **Cost & usage acc

  4. v0.8.2v0.8.2Jun 26, 202614.7K downloads

    # ZeroClaw v0.8.2 ZeroClaw v0.8.2 opens up two new front doors: **A2A agent discovery** for agent-to-agent interop and a richer **skills** story (user-configured extra registries, typed slash-command options). Underneath, the release sharpens ZeroClaw's security posture across plugins, channels, and the SOP runtime, lands a durable run/task control plane, and broadens channel surfaces (Discord interaction components, Slack attachments, WhatsApp group allowlists). It spans 152 commits from 31 contributors. Much of this is invisible at the surface and shows up as fewer leaks, fewer duplicate launches, and turns that behave the same on every transport. ## Highlights - **A2A agent discovery** (#7763): agents can describe and discover one another over the gateway, opening up agent-to-agent interop. - **Richer skills story**: user-configured extra skill registries via `registry:<name>/<skill>` (#7827) and typed slash-command options in SKILL.md frontmatter (#8021). - Installation now adds `zeroclaw` to PATH automatically with a `--no-modify-path` opt-out (#8038). - Untrusted inbound content is now framed and sanitized before a model ever sees it, both through the new universal ingress

  5. v0.8.1v0.8.1Jun 19, 20267.5K downloads

    # ZeroClaw v0.8.1 ZeroClaw v0.8.1 is the first patch release on the v0.8.x line, focused on stabilizing the multi-agent runtime, channels, and provider stack that landed in v0.8.0. It spans 207 commits from 45 contributors since v0.8.0 — heavy on bug fixes (123), with substantial new features (46) including a delete/rename-with-cascade configuration story, Discord slash commands derived from installed skills, an OpenAI-compatible cached-input pricing path, and a Phase 0 agent eval harness. If you upgraded to v0.8.0 and hit rough edges with channel routing, cron delivery, provider replay, or config save round-trips, this is the release that picks those up. ## Highlights - **Cascading config edits**: `delete_with_cascade` and `rename_with_cascade` now ripple through agents, providers, channels, model providers, and skill bundles instead of leaving dangling references (#7837, #7838, #7839, #7830, #7840, #7841, #7842, #7785). - **Discord skill-driven slash commands**: dynamic slash commands generated from installed skills, with typed options, chunked interaction followups, edit/delete/bulk-delete archive sync, and configurable reaction recording (#7490, #7489, #7525, #7526, #7844).

Code frequency

additions and deletions
+483.8K-483.8KWeek of 2026-02-08: +40,282 linesWeek of 2026-02-08: -5,273 linesWeek of 2026-02-15: +208,263 linesWeek of 2026-02-15: -33,644 linesWeek of 2026-02-22: +18,435 linesWeek of 2026-02-22: -1,528 linesWeek of 2026-03-01: +9,217 linesWeek of 2026-03-01: -5,006 linesWeek of 2026-03-08: +82,081 linesWeek of 2026-03-08: -37,147 linesWeek of 2026-03-15: +107,334 linesWeek of 2026-03-15: -19,128 linesWeek of 2026-03-22: +146,123 linesWeek of 2026-03-22: -353,057 linesWeek of 2026-03-29: +309,646 linesWeek of 2026-03-29: -29,538 linesWeek of 2026-04-05: +483,769 linesWeek of 2026-04-05: -477,447 linesWeek of 2026-04-12: +17,762 linesWeek of 2026-04-12: -12,730 linesWeek of 2026-04-19: +17,080 linesWeek of 2026-04-19: -2,488 linesWeek of 2026-04-26: +182,179 linesWeek of 2026-04-26: -86,726 linesWeek of 2026-05-03: +120,196 linesWeek of 2026-05-03: -28,752 linesWeek of 2026-05-10: +15,268 linesWeek of 2026-05-10: -2,822 linesWeek of 2026-05-17: +116,453 linesWeek of 2026-05-17: -46,167 linesWeek of 2026-05-24: +20,200 linesWeek of 2026-05-24: -2,300 linesWeek of 2026-05-31: +242,623 linesWeek of 2026-05-31: -199,358 linesWeek of 2026-06-07: +153,266 linesWeek of 2026-06-07: -101,779 linesWeek of 2026-06-14: +100,004 linesWeek of 2026-06-14: -29,273 linesWeek of 2026-06-21: +50,702 linesWeek of 2026-06-21: -223,536 linesWeek of 2026-06-28: +55,434 linesWeek of 2026-06-28: -12,867 linesWeek of 2026-07-05: +70,027 linesWeek of 2026-07-05: -8,601 linesWeek of 2026-07-12: +20,262 linesWeek of 2026-07-12: -27,786 linesWeek of 2026-07-19: +70,670 linesWeek of 2026-07-19: -10,671 linesWeek of 2026-07-26: +20,219 linesWeek of 2026-07-26: -3,181 linesWeek of 2026-08-02: +26,779 linesWeek of 2026-08-02: -3,374 linesWeek of 2026-08-09: +39,471 linesWeek of 2026-08-09: -4,910 linesWeek of 2026-08-16: +64,168 linesWeek of 2026-08-16: -15,987 linesWeek of 2026-08-23: +7,614 linesWeek of 2026-08-23: -906 linesFeb 8, 2026Aug 23, 2026
+2.8M lines added, -1.8M removed over the last year.

Commits per week

last 52 weeks
10420Week of 2025-10-04: 0 commitsWeek of 2025-10-11: 0 commitsWeek of 2025-10-18: 0 commitsWeek of 2025-10-25: 0 commitsWeek of 2025-11-01: 0 commitsWeek of 2025-11-09: 0 commitsWeek of 2025-11-16: 0 commitsWeek of 2025-11-23: 0 commitsWeek of 2025-11-30: 0 commitsWeek of 2025-12-07: 0 commitsWeek of 2025-12-14: 0 commitsWeek of 2025-12-21: 0 commitsWeek of 2025-12-28: 0 commitsWeek of 2026-01-04: 0 commitsWeek of 2026-01-11: 0 commitsWeek of 2026-01-18: 0 commitsWeek of 2026-01-25: 0 commitsWeek of 2026-02-01: 0 commitsWeek of 2026-02-08: 66 commitsWeek of 2026-02-15: 1042 commitsWeek of 2026-02-22: 100 commitsWeek of 2026-03-01: 29 commitsWeek of 2026-03-08: 259 commitsWeek of 2026-03-15: 381 commitsWeek of 2026-03-22: 364 commitsWeek of 2026-03-29: 114 commitsWeek of 2026-04-05: 97 commitsWeek of 2026-04-12: 68 commitsWeek of 2026-04-19: 62 commitsWeek of 2026-04-26: 75 commitsWeek of 2026-05-03: 65 commitsWeek of 2026-05-10: 78 commitsWeek of 2026-05-17: 60 commitsWeek of 2026-05-24: 70 commitsWeek of 2026-05-31: 78 commitsWeek of 2026-06-07: 173 commitsWeek of 2026-06-14: 214 commitsWeek of 2026-06-21: 185 commitsWeek of 2026-06-28: 193 commitsWeek of 2026-07-05: 120 commitsWeek of 2026-07-12: 76 commitsWeek of 2026-07-19: 124 commitsWeek of 2026-07-26: 78 commitsWeek of 2026-08-02: 93 commitsWeek of 2026-08-09: 88 commitsWeek of 2026-08-16: 90 commitsWeek of 2026-08-23: 98 commitsWeek of 2026-08-30: 97 commitsWeek of 2026-09-06: 67 commitsWeek of 2026-09-13: 142 commitsWeek of 2026-09-20: 116 commitsWeek of 2026-09-27: 78 commitsOct 4, 2025Sep 27, 2026
5K commits in the last 52 weeks.

When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 — 37 commitsSun 1:00 — 35 commitsSun 2:00 — 47 commitsSun 3:00 — 44 commitsSun 4:00 — 29 commitsSun 5:00 — 22 commitsSun 6:00 — 20 commitsSun 7:00 — 22 commitsSun 8:00 — 14 commitsSun 9:00 — 16 commitsSun 10:00 — 28 commitsSun 11:00 — 24 commitsSun 12:00 — 23 commitsSun 13:00 — 18 commitsSun 14:00 — 31 commitsSun 15:00 — 27 commitsSun 16:00 — 19 commitsSun 17:00 — 19 commitsSun 18:00 — 30 commitsSun 19:00 — 40 commitsSun 20:00 — 34 commitsSun 21:00 — 22 commitsSun 22:00 — 21 commitsSun 23:00 — 22 commitsMon 0:00 — 34 commitsMon 1:00 — 35 commitsMon 2:00 — 22 commitsMon 3:00 — 20 commitsMon 4:00 — 21 commitsMon 5:00 — 18 commitsMon 6:00 — 18 commitsMon 7:00 — 17 commitsMon 8:00 — 28 commitsMon 9:00 — 21 commitsMon 10:00 — 14 commitsMon 11:00 — 17 commitsMon 12:00 — 41 commitsMon 13:00 — 32 commitsMon 14:00 — 46 commitsMon 15:00 — 58 commitsMon 16:00 — 41 commitsMon 17:00 — 53 commitsMon 18:00 — 49 commitsMon 19:00 — 26 commitsMon 20:00 — 35 commitsMon 21:00 — 34 commitsMon 22:00 — 23 commitsMon 23:00 — 60 commitsTue 0:00 — 38 commitsTue 1:00 — 47 commitsTue 2:00 — 26 commitsTue 3:00 — 24 commitsTue 4:00 — 25 commitsTue 5:00 — 37 commitsTue 6:00 — 30 commitsTue 7:00 — 11 commitsTue 8:00 — 30 commitsTue 9:00 — 17 commitsTue 10:00 — 23 commitsTue 11:00 — 35 commitsTue 12:00 — 42 commitsTue 13:00 — 46 commitsTue 14:00 — 50 commitsTue 15:00 — 71 commitsTue 16:00 — 53 commitsTue 17:00 — 48 commitsTue 18:00 — 45 commitsTue 19:00 — 59 commitsTue 20:00 — 26 commitsTue 21:00 — 25 commitsTue 22:00 — 32 commitsTue 23:00 — 35 commitsWed 0:00 — 41 commitsWed 1:00 — 29 commitsWed 2:00 — 18 commitsWed 3:00 — 15 commitsWed 4:00 — 7 commitsWed 5:00 — 12 commitsWed 6:00 — 12 commitsWed 7:00 — 14 commitsWed 8:00 — 17 commitsWed 9:00 — 22 commitsWed 10:00 — 39 commitsWed 11:00 — 16 commitsWed 12:00 — 20 commitsWed 13:00 — 31 commitsWed 14:00 — 35 commitsWed 15:00 — 48 commitsWed 16:00 — 34 commitsWed 17:00 — 62 commitsWed 18:00 — 27 commitsWed 19:00 — 31 commitsWed 20:00 — 25 commitsWed 21:00 — 34 commitsWed 22:00 — 32 commitsWed 23:00 — 55 commitsThu 0:00 — 37 commitsThu 1:00 — 29 commitsThu 2:00 — 23 commitsThu 3:00 — 30 commitsThu 4:00 — 15 commitsThu 5:00 — 26 commitsThu 6:00 — 10 commitsThu 7:00 — 10 commitsThu 8:00 — 17 commitsThu 9:00 — 31 commitsThu 10:00 — 36 commitsThu 11:00 — 48 commitsThu 12:00 — 31 commitsThu 13:00 — 40 commitsThu 14:00 — 34 commitsThu 15:00 — 42 commitsThu 16:00 — 45 commitsThu 17:00 — 45 commitsThu 18:00 — 36 commitsThu 19:00 — 34 commitsThu 20:00 — 25 commitsThu 21:00 — 44 commitsThu 22:00 — 21 commitsThu 23:00 — 27 commitsFri 0:00 — 21 commitsFri 1:00 — 35 commitsFri 2:00 — 11 commitsFri 3:00 — 6 commitsFri 4:00 — 25 commitsFri 5:00 — 25 commitsFri 6:00 — 11 commitsFri 7:00 — 14 commitsFri 8:00 — 15 commitsFri 9:00 — 30 commitsFri 10:00 — 29 commitsFri 11:00 — 29 commitsFri 12:00 — 46 commitsFri 13:00 — 23 commitsFri 14:00 — 23 commitsFri 15:00 — 14 commitsFri 16:00 — 36 commitsFri 17:00 — 26 commitsFri 18:00 — 27 commitsFri 19:00 — 28 commitsFri 20:00 — 16 commitsFri 21:00 — 19 commitsFri 22:00 — 33 commitsFri 23:00 — 37 commitsSat 0:00 — 34 commitsSat 1:00 — 33 commitsSat 2:00 — 38 commitsSat 3:00 — 32 commitsSat 4:00 — 19 commitsSat 5:00 — 19 commitsSat 6:00 — 20 commitsSat 7:00 — 38 commitsSat 8:00 — 14 commitsSat 9:00 — 24 commitsSat 10:00 — 19 commitsSat 11:00 — 25 commitsSat 12:00 — 44 commitsSat 13:00 — 39 commitsSat 14:00 — 60 commitsSat 15:00 — 33 commitsSat 16:00 — 43 commitsSat 17:00 — 74 commitsSat 18:00 — 30 commitsSat 19:00 — 37 commitsSat 20:00 — 52 commitsSat 21:00 — 58 commitsSat 22:00 — 30 commitsSat 23:00 — 23 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.
DateListRankStars gained
Feb 28, 2026daily#17+260
Feb 27, 2026daily#18+166
Feb 26, 2026daily#21+173
Feb 25, 2026daily#24+154
Feb 24, 2026daily#10+213
Feb 23, 2026daily#12+183
Feb 22, 2026daily#10+303
Feb 21, 2026daily#7+246
Feb 20, 2026daily#7+210
Feb 19, 2026daily#2+542
Feb 18, 2026daily#2+836
Feb 17, 2026daily#2+906
Feb 16, 2026daily#2+835
  • openclaw/openclaw

    The AI that really does things. Any OS. Any Platform. The lobster way. 🦞

    391.3K stars · TypeScript

  • obra/superpowers

    An agentic skills framework & software development methodology that works.

    295.2K stars · Shell

  • NousResearch/hermes-agent

    The agent that grows with you

    251.2K stars · Python

  • n8n-io/n8n

    Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

    206.7K stars · TypeScript

  • tensorflow/tensorflow

    An Open Source Machine Learning Framework for Everyone

    200.7K stars · C++

  • ultraworkers/claw-code

    An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.

    195.2K stars · Rust