type field on tool-definitions and FIRST anthropic-defined-tools-without-input-schema), zero display_width_px/display_height_px/display_number parametrized-tool-definition fields, zero Image variant on ToolResultContentBlock at types.rs:99 (FIRST cluster member with image-content on TOOL-RESULT side, distinct from #220's image-on-USER-INPUT-side — complementary architectures requiring separate enums), zero screen_capture/mouse_move/key_press/type_text host-machine-interaction primitive across all 26+ tool definitions in tools/lib.rs, zero CGEvent/ScreenCaptureKit/Quartz/AppKit/xdotool/cliclick/enigo/rdev/xcap host-OS library deps, zero Xvfb/Xephyr/Wayland-headless/Docker virtual-display-sandbox-orchestration, zero claw computer/operate CLI subcommand, /desktop slash command at commands/lib.rs:422 advertised-but-unbuilt under STUB_COMMANDS (the SIXTH advertised-but-unbuilt entry in cluster), zero per-action permissions.rs gating for mouse_click/key_press/type/screenshot, zero feedback-loop-state-machine for screenshot→tool_use→action→screenshot iteration, zero playwright-rust/chromiumoxide for browser-only-cua subset, zero per-screenshot-input-token cost field in ModelPricing — uniquely manifesting an ELEVEN-LAYER fusion shape combining: (1) anthropic-beta-DUAL-version-tier routing (FIRST), (2) Anthropic-typed-tool-definition discriminator (FIRST), (3) parametrized-tool-definition with display dimensions (FIRST), (4) Image-on-ToolResult side (FIRST, complementary to #220), (5) host-OS-system-call transport (FIRST host-OS-syscall transport, distinct from #229's WebSocket which is still network-only — second non-HTTP transport in cluster after WebSocket but FIRST that breaks network-only boundary), (6) virtual-display-sandbox orchestration (FIRST CLIENT-SIDE virtualization), (7) feedback-loop-state-machine for screenshot iteration loop (FIRST N-turn-loop-controller), (8) per-action-permission-policy at sub-tool-granularity (FIRST sub-tool-action permission gating, parallel to bash's DangerFullAccess but at action granularity), (9) request-side three-concurrent-opt-in (largest yet), (10) CLI-and-slash-command surface with /desktop advertised-but-unbuilt (sixth entry, largest in cluster), (11) host-machine-state-management transport-axis (NOVEL ELEVENTH layer with screen-capture+synthetic-input+display-dimension-query+window-enum+VM-orchestration+accessibility-permissions+per-action-permission-prompts+coordinate-validation+screenshot-encoding+safety-throttling — distinct from every prior cluster member which operated network-only) — making #230 the first cluster member with eleven-layer-fusion-shape (exceeds #229's ten-layer), the FIRST host-OS-syscall-transport requirement, the FIRST CLIENT-SIDE virtualization requirement, the FIRST inverse-asymmetric-delegation case (Anthropic LEADS, OpenAI follows with Operator, Google follows with Mariner — novel inversion of #224-#229's Anthropic-trails pattern), the FIRST cluster member with image-content on TOOL-RESULT-side, and the FIRST gap where upstream claude-code ALSO has only a stub (Jobdori cycle #381 / extends #168c emission-routing audit / explicit follow-on from #229's persistent-WebSocket-transport founder pinpoint and #225's audio-bidirectional axis — introduces a NOVEL HOST-MACHINE-STATE-MANAGEMENT transport-axis distinct from every prior cluster member / sibling-shape cluster grows to twenty-nine / wire-format-parity cluster grows to twenty / capability-parity cluster grows to twelve / multimodal-IO cluster grows to eight: #220 image-input + #224 embedding-output + #225 audio-bidirectional + #226 image-output + #227 video-output + #228 mesh-output + #229 audio-text-tool-multiplex-on-WebSocket + #230 image-on-tool-result-side+host-OS-pixel-and-input modality / provider-asymmetric-delegation cluster grows to seven with novel inverse-sub-cluster (Anthropic leads, distinct from #224-#229's Anthropic-trails pattern) / EIGHT new clusters founded in a single pinpoint (exceeds #229's three): Beta-version-tier-routing 1-member-founder + Image-on-tool-result-side 1-member-founder + Anthropic-typed-tool-discriminator 1-member-founder + Host-OS-system-call-transport 1-member-founder + Virtual-display-sandbox-orchestration 1-member-founder + Feedback-loop-state-machine 1-member-founder + Per-action-permission-policy-at-sub-tool-granularity 1-member-founder + Inverse-asymmetric-delegation 1-member-founder — the largest single-cycle cluster-founding count yet / eleven-layer-fusion-shape is the largest single-pinpoint fusion catalogued / external validation: sixty-two ecosystem references covering Anthropic Computer Use API GA 2024-10-22 with computer-use-2024-10-22 → computer-use-2025-01-24 → computer-use-2025-11-24 beta-tier evolution, Anthropic computer-use-demo reference with Docker+Xvfb+XFCE+Firefox+VNC sandbox pattern, OpenAI Operator + computer_use_preview, Google Project Mariner, Microsoft Magentic-One, Adept ACT-1, ByteDance UI-TARS open-weight, browser-use Python framework, Stagehand TypeScript, Skyvern AI, Multion, Cua framework, LangChain ChatAnthropic.with_computer_use_tool, LangGraph computer-use agent, smolagents ComputerAgent, AgentOps observability, screen-capture libs (ScreenCaptureKit/xcap/screenshots/xdotool/wtype/cliclick/nut.js), synthetic-input libs (enigo/rdev/inputbot/mouce/pyautogui/RobotJS), browser-cua stacks (playwright-rust/chromiumoxide/headless_chrome/fantoccini/playwright/puppeteer), sandbox-orchestration (Docker-Xvfb-XFCE / Kasm Workspaces / noVNC / Browserbase / Steel-browser / Hyperbrowser / Lightpanda / Surf.ai), per-action permission-policy precedent from claw-code's existing bash DangerFullAccess gating — claw-code is one of MULTIPLE coding-agent clients without computer-use BUT the gap is uniformly zero across the surveyed coding-agent ecosystem AND Anthropic specifically positions Claude as the LEADING commercial computer-use model AND claw-code is a port of claude-code which advertises /desktop slash command intent, making this the largest leading-vs-trailing parity gap with the upstream Anthropic platform in the entire emission-routing audit and the FIRST cluster member where upstream claude-code ALSO has only a stub — #230 closes the upstream prerequisite of every desktop-automation/browser-automation/form-filling/GUI-testing/accessibility-tool/screen-reading/vision-grounded-coding/pair-programming-with-screen-share/visual-debugging coding-agent affordance — the canonical 2024-2026-era agentic coding workflow that is currently impossible to build on top of claw-code)
type field on tool-definitions and FIRST anthropic-defined-tools-without-input-schema), zero display_width_px/display_height_px/display_number parametrized-tool-definition fields, zero Image variant on ToolResultContentBlock at types.rs:99 (FIRST cluster member with image-content on TOOL-RESULT side, distinct from #220's image-on-USER-INPUT-side — complementary architectures requiring separate enums), zero screen_capture/mouse_move/key_press/type_text host-machine-interaction primitive across all 26+ tool definitions in tools/lib.rs, zero CGEvent/ScreenCaptureKit/Quartz/AppKit/xdotool/cliclick/enigo/rdev/xcap host-OS library deps, zero Xvfb/Xephyr/Wayland-headless/Docker virtual-display-sandbox-orchestration, zero claw computer/operate CLI subcommand, /desktop slash command at commands/lib.rs:422 advertised-but-unbuilt under STUB_COMMANDS (the SIXTH advertised-but-unbuilt entry in cluster), zero per-action permissions.rs gating for mouse_click/key_press/type/screenshot, zero feedback-loop-state-machine for screenshot→tool_use→action→screenshot iteration, zero playwright-rust/chromiumoxide for browser-only-cua subset, zero per-screenshot-input-token cost field in ModelPricing — uniquely manifesting an ELEVEN-LAYER fusion shape combining: (1) anthropic-beta-DUAL-version-tier routing (FIRST), (2) Anthropic-typed-tool-definition discriminator (FIRST), (3) parametrized-tool-definition with display dimensions (FIRST), (4) Image-on-ToolResult side (FIRST, complementary to #220), (5) host-OS-system-call transport (FIRST host-OS-syscall transport, distinct from #229's WebSocket which is still network-only — second non-HTTP transport in cluster after WebSocket but FIRST that breaks network-only boundary), (6) virtual-display-sandbox orchestration (FIRST CLIENT-SIDE virtualization), (7) feedback-loop-state-machine for screenshot iteration loop (FIRST N-turn-loop-controller), (8) per-action-permission-policy at sub-tool-granularity (FIRST sub-tool-action permission gating, parallel to bash's DangerFullAccess but at action granularity), (9) request-side three-concurrent-opt-in (largest yet), (10) CLI-and-slash-command surface with /desktop advertised-but-unbuilt (sixth entry, largest in cluster), (11) host-machine-state-management transport-axis (NOVEL ELEVENTH layer with screen-capture+synthetic-input+display-dimension-query+window-enum+VM-orchestration+accessibility-permissions+per-action-permission-prompts+coordinate-validation+screenshot-encoding+safety-throttling — distinct from every prior cluster member which operated network-only) — making #230 the first cluster member with eleven-layer-fusion-shape (exceeds #229's ten-layer), the FIRST host-OS-syscall-transport requirement, the FIRST CLIENT-SIDE virtualization requirement, the FIRST inverse-asymmetric-delegation case (Anthropic LEADS, OpenAI follows with Operator, Google follows with Mariner — novel inversion of #224-#229's Anthropic-trails pattern), the FIRST cluster member with image-content on TOOL-RESULT-side, and the FIRST gap where upstream claude-code ALSO has only a stub (Jobdori cycle #381 / extends #168c emission-routing audit / explicit follow-on from #229's persistent-WebSocket-transport founder pinpoint and #225's audio-bidirectional axis — introduces a NOVEL HOST-MACHINE-STATE-MANAGEMENT transport-axis distinct from every prior cluster member / sibling-shape cluster grows to twenty-nine / wire-format-parity cluster grows to twenty / capability-parity cluster grows to twelve / multimodal-IO cluster grows to eight: #220 image-input + #224 embedding-output + #225 audio-bidirectional + #226 image-output + #227 video-output + #228 mesh-output + #229 audio-text-tool-multiplex-on-WebSocket + #230 image-on-tool-result-side+host-OS-pixel-and-input modality / provider-asymmetric-delegation cluster grows to seven with novel inverse-sub-cluster (Anthropic leads, distinct from #224-#229's Anthropic-trails pattern) / EIGHT new clusters founded in a single pinpoint (exceeds #229's three): Beta-version-tier-routing 1-member-founder + Image-on-tool-result-side 1-member-founder + Anthropic-typed-tool-discriminator 1-member-founder + Host-OS-system-call-transport 1-member-founder + Virtual-display-sandbox-orchestration 1-member-founder + Feedback-loop-state-machine 1-member-founder + Per-action-permission-policy-at-sub-tool-granularity 1-member-founder + Inverse-asymmetric-delegation 1-member-founder — the largest single-cycle cluster-founding count yet / eleven-layer-fusion-shape is the largest single-pinpoint fusion catalogued / external validation: sixty-two ecosystem references covering Anthropic Computer Use API GA 2024-10-22 with computer-use-2024-10-22 → computer-use-2025-01-24 → computer-use-2025-11-24 beta-tier evolution, Anthropic computer-use-demo reference with Docker+Xvfb+XFCE+Firefox+VNC sandbox pattern, OpenAI Operator + computer_use_preview, Google Project Mariner, Microsoft Magentic-One, Adept ACT-1, ByteDance UI-TARS open-weight, browser-use Python framework, Stagehand TypeScript, Skyvern AI, Multion, Cua framework, LangChain ChatAnthropic.with_computer_use_tool, LangGraph computer-use agent, smolagents ComputerAgent, AgentOps observability, screen-capture libs (ScreenCaptureKit/xcap/screenshots/xdotool/wtype/cliclick/nut.js), synthetic-input libs (enigo/rdev/inputbot/mouce/pyautogui/RobotJS), browser-cua stacks (playwright-rust/chromiumoxide/headless_chrome/fantoccini/playwright/puppeteer), sandbox-orchestration (Docker-Xvfb-XFCE / Kasm Workspaces / noVNC / Browserbase / Steel-browser / Hyperbrowser / Lightpanda / Surf.ai), per-action permission-policy precedent from claw-code's existing bash DangerFullAccess gating — claw-code is one of MULTIPLE coding-agent clients without computer-use BUT the gap is uniformly zero across the surveyed coding-agent ecosystem AND Anthropic specifically positions Claude as the LEADING commercial computer-use model AND claw-code is a port of claude-code which advertises /desktop slash command intent, making this the largest leading-vs-trailing parity gap with the upstream Anthropic platform in the entire emission-routing audit and the FIRST cluster member where upstream claude-code ALSO has only a stub — #230 closes the upstream prerequisite of every desktop-automation/browser-automation/form-filling/GUI-testing/accessibility-tool/screen-reading/vision-grounded-coding/pair-programming-with-screen-share/visual-debugging coding-agent affordance — the canonical 2024-2026-era agentic coding workflow that is currently impossible to build on top of claw-code)
Claw Code
ultraworkers/claw-code · Usage · Error Handling · Rust workspace · Parity · Roadmap · UltraWorkers Discord
Claw Code is the public Rust implementation of the claw CLI agent harness.
The canonical implementation lives in rust/, and the current source of truth for this repository is ultraworkers/claw-code.
Important
Start with
USAGE.mdfor build, auth, CLI, session, and parity-harness workflows. Makeclaw doctoryour first health check after building, userust/README.mdfor crate-level details, readPARITY.mdfor the current Rust-port checkpoint, and seedocs/container.mdfor the container-first workflow.ACP / Zed status:
claw-codedoes not ship an ACP/Zed daemon entrypoint yet. Runclaw acp(orclaw --acp) for the current status instead of guessing from source layout;claw acp serveis currently a discoverability alias only, and real ACP support remains tracked separately inROADMAP.md.
Current repository shape
rust/— canonical Rust workspace and theclawCLI binaryUSAGE.md— task-oriented usage guide for the current product surfaceERROR_HANDLING.md— unified error-handling pattern for orchestration codePARITY.md— Rust-port parity status and migration notesROADMAP.md— active roadmap and cleanup backlogPHILOSOPHY.md— project intent and system-design framingSCHEMAS.md— JSON protocol contract (Python harness reference)src/+tests/— companion Python/reference workspace and audit helpers; not the primary runtime surface
Quick start
Note
[!WARNING]
cargo install claw-codeinstalls the wrong thing. Theclaw-codecrate on crates.io is a deprecated stub that placesclaw-code-deprecated.exe— notclaw. Running it only prints"claw-code has been renamed to agent-code". Do not usecargo install claw-code. Either build from source (this repo) or install the upstream binary:cargo install agent-code # upstream binary — installs 'agent.exe' (Windows) / 'agent' (Unix), NOT 'agent-code'This repo (
ultraworkers/claw-code) is build-from-source only — follow the steps below.
# 1. Clone and build
git clone https://github.com/ultraworkers/claw-code
cd claw-code/rust
cargo build --workspace
# 2. Set your API key (Anthropic API key — not a Claude subscription)
export ANTHROPIC_API_KEY="sk-ant-..."
# 3. Verify everything is wired correctly
./target/debug/claw doctor
# 4. Run a prompt
./target/debug/claw prompt "say hello"
Note
Windows (PowerShell): the binary is
claw.exe, notclaw. Use.\target\debug\claw.exeor runcargo run -- prompt "say hello"to skip the path lookup.
Windows setup
PowerShell is a supported Windows path. Use whichever shell works for you. The common onboarding issues on Windows are:
- Install Rust first — download from https://rustup.rs/ and run the installer. Close and reopen your terminal when it finishes.
- Verify Rust is on PATH:
If this fails, reopen your terminal or run the PATH setup from the Rust installer output, then retry.cargo --version - Clone and build (works in PowerShell, Git Bash, or WSL):
git clone https://github.com/ultraworkers/claw-code cd claw-code/rust cargo build --workspace - Run (PowerShell — note
.exeand backslash):$env:ANTHROPIC_API_KEY = "sk-ant-..." .\target\debug\claw.exe prompt "say hello"
Git Bash / WSL are optional alternatives, not requirements. If you prefer bash-style paths (/c/Users/you/... instead of C:\Users\you\...), Git Bash (ships with Git for Windows) works well. In Git Bash, the MINGW64 prompt is expected and normal — not a broken install.
Post-build: locate the binary and verify
After running cargo build --workspace, the claw binary is built but not automatically installed to your system. Here's where to find it and how to verify the build succeeded.
Binary location
After cargo build --workspace in claw-code/rust/:
Debug build (default, faster compile):
- macOS/Linux:
rust/target/debug/claw - Windows:
rust/target/debug/claw.exe
Release build (optimized, slower compile):
- macOS/Linux:
rust/target/release/claw - Windows:
rust/target/release/claw.exe
If you ran cargo build without --release, the binary is in the debug/ folder.
Verify the build succeeded
Test the binary directly using its path:
# macOS/Linux (debug build)
./rust/target/debug/claw --help
./rust/target/debug/claw doctor
# Windows PowerShell (debug build)
.\rust\target\debug\claw.exe --help
.\rust\target\debug\claw.exe doctor
If these commands succeed, the build is working. claw doctor is your first health check — it validates your API key, model access, and tool configuration.
Optional: Add to PATH
If you want to run claw from any directory without the full path, choose one of these approaches:
Option 1: Symlink (macOS/Linux)
ln -s $(pwd)/rust/target/debug/claw /usr/local/bin/claw
Then reload your shell and test:
claw --help
Option 2: Use cargo install (all platforms)
Build and install to Cargo's default location (~/.cargo/bin/, which is usually on PATH):
# From the claw-code/rust/ directory
cargo install --path . --force
# Then from anywhere
claw --help
Option 3: Update shell profile (bash/zsh)
Add this line to ~/.bashrc or ~/.zshrc:
export PATH="$(pwd)/rust/target/debug:$PATH"
Reload your shell:
source ~/.bashrc # or source ~/.zshrc
claw --help
Troubleshooting
- "command not found: claw" — The binary is in
rust/target/debug/claw, but it's not on your PATH. Use the full path./rust/target/debug/clawor symlink/install as above. - "permission denied" — On macOS/Linux, you may need
chmod +x rust/target/debug/clawif the executable bit isn't set (rare). - Debug vs. release — If the build is slow, you're in debug mode (default). Add
--releasetocargo buildfor faster runtime, but the build itself will take 5–10 minutes.
Note
Auth: claw requires an API key (
ANTHROPIC_API_KEY,OPENAI_API_KEY, etc.) — Claude subscription login is not a supported auth path.
Run the workspace test suite after verifying the binary works:
cd rust
cargo test --workspace
Documentation map
USAGE.md— quick commands, auth, sessions, config, parity harnessrust/README.md— crate map, CLI surface, features, workspace layoutPARITY.md— parity status for the Rust portrust/MOCK_PARITY_HARNESS.md— deterministic mock-service harness detailsROADMAP.md— active roadmap and open cleanup workPHILOSOPHY.md— why the project exists and how it is operated
Ecosystem
Claw Code is built in the open alongside the broader UltraWorkers toolchain:
Ownership / affiliation disclaimer
- This repository does not claim ownership of the original Claude Code source material.
- This repository is not affiliated with, endorsed by, or maintained by Anthropic.
