Zero

A terminal coding agent you own.

Twigpine/zero | Trendshift Twigpine/zero | Trendshift Twigpine/zero | Trendshift

license Go 1.26.10+ 25+ providers Discord Vercel OSS Program
English | 中文

Zero is an AI coding agent for your local terminal. It can inspect a repository, edit files, run commands, use browser/terminal helpers, and keep durable local sessions while you choose the model and the permission level. ```bash zero zero exec "fix the failing test in ./pkg" zero exec --output-format stream-json < turns.jsonl ``` ## Partners
Twigpine logo Xiaomi MiMo logo Novita AI logo Concentrate logo Exa logo
Twigpine Xiaomi MiMo Novita AI Concentrate Exa
GMI Cloud logo Vercel logo
GMI Cloud Vercel
## Why Zero - **Use the model you want.** Bring OpenAI, Anthropic, Gemini, Groq, OpenRouter, DeepSeek, Mistral, xAI, Qwen, Kimi, GitHub Models, Ollama, LM Studio, Atomic Chat, or any OpenAI-/Anthropic-compatible endpoint. - **Stay in control.** File writes, shell commands, network access, and out-of-workspace writes go through Zero's permission and sandbox policy. - **Works in the terminal.** The TUI has model/provider pickers, image input, slash commands, live plan/tool rendering, scrollback, themes, and resume/fork support. - **Works without the TUI.** `zero exec` is scriptable, supports text/JSON/ stream-JSON I/O, isolated worktrees, spec-first runs, and meaningful exit codes for CI. - **Keeps context local.** Sessions are stored on disk, searchable, resumable, and never uploaded as telemetry by Zero. - **Extensible when you need it.** Use MCP servers, skills, plugins, hooks, and specialist subagents from the same CLI. ## Install ### npm ```bash npm install -g @twigpine/zero zero ``` The npm package is a small wrapper whose platform build (Linux and macOS on x64/arm64, Windows on x64 — including the browser/terminal control helpers) installs as an optional dependency straight from the npm registry — no install scripts, no downloads outside npm. Bun, pnpm, and yarn work the same way with no trust or approval steps. Installs that skip optional dependencies (`--omit=optional`) still work: the wrapper fetches the binary from the matching GitHub Release whenever it is missing. Windows on ARM runs the x64 build under emulation. See [docs/NPM_PACKAGING.md](docs/NPM_PACKAGING.md) for how the package is put together. Installed Zero as `@gitlawb/zero`? The package moved to `@twigpine/zero` in 0.10.0 and the old name gets no further releases. Both packages provide the `zero` command, so quit any running `zero`, then remove the old package first: ```bash npm uninstall -g @gitlawb/zero npm install -g @twigpine/zero ``` Your config, sessions, and logins are kept; they live outside the package. For Bun, pnpm, and yarn, see [docs/INSTALL.md](docs/INSTALL.md#moving-from-gitlawbzero). ### Install scripts Linux/macOS: ```bash curl -fsSL https://raw.githubusercontent.com/Twigpine/zero/main/scripts/install.sh | bash ``` Windows PowerShell: ```powershell irm https://raw.githubusercontent.com/Twigpine/zero/main/scripts/install.ps1 | iex ``` ### From source Source builds require Go 1.26.10+. ```bash git clone https://github.com/Twigpine/zero.git cd zero go run ./cmd/zero ``` Release installers and the npm wrapper require published GitHub Release assets. If you are testing before the first public release, build from source: ```bash go build -o zero ./cmd/zero ``` On Linux, native sandboxing needs Bubblewrap. The main `zero` binary re-executes itself as the helper when `zero-linux-sandbox` is absent. A separate helper next to `zero` or on `PATH` still takes precedence: ```bash go build -o zero-linux-sandbox ./cmd/zero-linux-sandbox # optional go build -o zero-seccomp ./cmd/zero-seccomp # optional compatibility wrapper ``` Put `zero` on `PATH` (`~/.local/bin` is a good default). macOS does not need an extra helper binary. Windows source builds can use the main `zero.exe` as their sandbox helper; release archives still ship standalone Windows helper executables. More install details: [docs/INSTALL.md](docs/INSTALL.md). ## First Run Start the TUI: ```bash zero ``` The setup wizard helps you pick a provider and model. You can also configure providers from the command line: ```bash zero setup zero providers list zero models list zero doctor ``` For API providers, set the matching environment variable before setup or enter the key in the wizard: ```bash export OPENAI_API_KEY=sk-... export ANTHROPIC_API_KEY=... export GEMINI_API_KEY=... export AIMLAPI_API_KEY=... export LONGCAT_API_KEY=... export FIREWORKS_API_KEY=... export GMI_API_KEY=... export CONCENTRATE_API_KEY=... export MINIMAX_API_KEY=... export MINIMAXI_API_KEY=... ``` To configure AI/ML API directly, run: ```bash zero providers setup aimlapi --set-active ``` To configure Meituan LongCat (LongCat-2.0) directly, run: ```bash zero providers setup longcat --set-active ``` To configure Fireworks AI directly, run: ```bash zero providers setup fireworks --set-active ``` To configure GMI Cloud directly, run: ```bash zero providers setup gmicloud --set-active ``` To configure Concentrate directly, run: ```bash zero providers setup concentrate --set-active ``` MiniMax presets use the Anthropic-compatible endpoints for the global and China regions: ```bash zero providers add minimax --set-active zero providers add minimaxi-cn --set-active ``` To use the OpenAI-compatible endpoints instead, add a custom compatible profile for the required region: ```bash zero providers add custom-openai-compatible \ --name minimax-openai \ --model MiniMax-M3 \ --base-url https://api.minimax.io/v1 \ --api-key-env MINIMAX_API_KEY \ --set-active zero providers add custom-openai-compatible \ --name minimax-cn-openai \ --model MiniMax-M3 \ --base-url https://api.minimaxi.com/v1 \ --api-key-env MINIMAXI_API_KEY \ --set-active ``` For local models, run Ollama, LM Studio, or the [Atomic Chat](https://atomic.chat) desktop app, then use `zero setup` or `zero providers detect`. For Atomic Chat, load a model and enable its local OpenAI-compatible API (default `http://127.0.0.1:1337/v1`). Choose `atomic-chat-local`; detection includes the loaded model ID in the add command. If no usable ID is discovered, load a model and retry. Model IDs requiring shell-specific quoting use interactive setup. ## Daily Use ### Interactive TUI ```bash zero ``` Useful controls: | Control | Action | |---|---| | `Enter` | send the prompt | | `/` | open slash-command suggestions | | `Ctrl+X` then letter | common slash commands (e.g. `m` → `/model`; `Ctrl+X` `?` for full list) | | `Ctrl+P` / `Ctrl+N` | previous / next item in menus (arrows still work) | | `Shift+Tab` | cycle permission mode | | `Ctrl+B` | show/hide the sidebar | | `Ctrl+C` | cancel, exit, or return from a `/btw` conversation | Common slash commands: | Command | Purpose | |---|---| | `/model`, `/provider` | switch the active model/provider | | `/spec`, `/plan` | draft and review a plan before building | | `/image` | attach an image for vision-capable models | | `/resume`, `/rewind` | continue or roll back local sessions | | `/new` | start a fresh session in place (previous session stays on disk) | | `/btw [question]` | ask in an isolated fork without adding the side conversation to the main session | | `/loop` | repeat a prompt or custom `/command` on an interval (`/loop 5m /babysit-prs`) or self-paced | | `/compact`, `/context` | manage context usage | | `/permissions`, `/tools` | inspect available tools and policy | | `/add-dir` | allow an extra write directory for this session | | `/theme`, `/doctor`, `/config` | adjust appearance and inspect setup | ### Headless `exec` ```bash zero exec "explain internal/agent/loop.go" zero exec --model claude-sonnet-4.5 "refactor the config loader" zero exec --use-spec "add rate limiting to the API client" zero exec --worktree "try the migration in an isolated worktree" zero exec --resume zero exec --fork "try the other approach" ``` Programmatic use: ```bash zero exec --input-format stream-json --output-format stream-json < turns.jsonl ``` The stream-JSON contract is documented in [docs/STREAM_JSON_PROTOCOL.md](docs/STREAM_JSON_PROTOCOL.md). ## Safety Model Zero is designed to make side effects visible. - Workspace reads are allowed by default. - File writes are limited to the workspace unless you grant another directory. - Shell commands, network access, destructive commands, and elevated actions are permission-gated. - `--add-dir ` and `/add-dir ` grant additional write roots without giving the agent the whole filesystem. - Unsafe/autonomous modes are explicit opt-ins. - Secrets are redacted from tool output and logs where Zero controls the surface. Example: ```bash zero --add-dir ../docs-site zero exec --add-dir ../shared "update both repos" ``` Sandbox behavior can be inspected with: ```bash zero sandbox policy zero sandbox grants list ``` ## Web And Local Control Zero includes local file/search/edit/shell tools, `web_fetch` for public URLs, and MCP support for additional tools. `web_fetch` refuses loopback, private and other special-use addresses: it checks the URL before asking permission, resolves the host, and dials the address it validated so a name cannot resolve to something else in between. If `HTTP_PROXY`/`HTTPS_PROXY` is set, `web_fetch` and the provider connectivity probe use it, and that last step changes: the proxy is dialed and the target hostname is sent to it, so the proxy decides which address the request actually reaches. The URL is still checked and resolved locally first, but a proxy that answers differently can reach a private service. A forward proxy already sees and can rewrite every request through it, so this is the trust you accept by configuring one. Leave the variables unset for the checks to be enforced end to end. For local dev servers, use shell commands such as `curl` through `exec_command` so the normal sandbox and permission policy applies. Long-running commands stay attached to a background terminal session and can be listed or stopped from the TUI. The npm package also includes browser and terminal helper packages used by local browser/terminal tools. Source builds can use the same helpers when they are on `PATH` or configured in Zero's local-control settings. ## Common Commands ```text zero interactive TUI zero exec one-shot or scripted agent run zero setup first-run provider setup zero auth OAuth/login helpers for supported providers zero models model registry and capabilities zero providers provider profiles and detection zero doctor setup, key, and connectivity checks zero context context-budget report zero repo-map deterministic repository map zero repo-info local repository summary zero search | find search local session history zero sessions inspect, resume, fork, rewind, and prune sessions zero spec manage spec-mode drafts zero specialist manage specialist subagents zero skills manage markdown instruction skills zero plugins manage plugins zero hooks manage lifecycle hooks zero mcp manage MCP servers and tools zero serve --mcp expose Zero tools over MCP stdio zero sandbox inspect sandbox policy and grants zero worktrees prepare isolated git worktrees zero verify detect and run local verification checks zero changes inspect and commit local git changes zero usage token usage and estimated cost zero cron scheduled agent jobs zero update --check check for newer releases zero upgrade download, verify, and install the latest release ``` Cron keeps the newest 1,000 run outcomes per job in `runs.jsonl`. Each new run atomically replaces the history with the retained tail; existing larger histories are trimmed on their next run. Archive the file before that run if you need older outcomes. This retention does not delete session directories or reset fire counts. Malformed records and legacy lines of 1 MiB or more are skipped when reading or compacting history; new records of that size are rejected. ## Extending Zero ### Project and personal instructions Zero appends project-specific guidance to the system prompt from the first `AGENTS.md`, `ZERO.md`, or `.zero/AGENTS.md` file found in each directory from the git root down to your current working directory (checked in that order per directory). Files are injected general-to-specific, capped at 8 KiB per file and 32 KiB total. A personal `ZERO.md` under `config.UserConfigDir()/zero/ZERO.md` (`$XDG_CONFIG_HOME/zero/ZERO.md` or `~/.config/zero/ZERO.md` on Linux/macOS, `%AppData%\Roaming\zero\ZERO.md` on Windows) applies across every workspace, ahead of any project guidelines. ### Plugins Plugins are discovered from `~/.config/zero/plugins//plugin.json` (user scope — `$XDG_CONFIG_HOME` or `~/.config` on every OS, independent of the `config.UserConfigDir()` path used above) and `/.zero/plugins//plugin.json` (project scope — resolved from the current working directory, not the repo root), and managed with `zero plugins`. A manifest can declare: - `tools` — custom tools (`command`, `args`, `inputSchema`, and a `permission` of `prompt` or `deny`; `allow` is honored only when manifest tool auto-approval is enabled) - `hooks` — commands run on `beforeTool`, `afterTool`, `sessionStart`, or `sessionEnd` - `prompts` and `skills` — additional prompt/skill files MCP servers (`zero mcp`) and standalone markdown skills (`zero skills`) use the same extension points and can also be wired up outside of a plugin manifest. ## Appearance And Accessibility | Control | Effect | |---|---| | `NO_COLOR=` | disables color output | | `ZERO_THEME=` | selects the startup theme (`auto`, `dark`, `light`, or a color theme like `dracula`, `nord`, `gruvbox`, `tokyo-night`, `catppuccin`, `one-dark`, `solarized-dark`, `rose-pine`, `everforest`, `neon`, `solarized-light`, `dune`) | | `--theme ` | selects the TUI theme from the CLI (same names) | | `/theme` | opens the theme picker inside the TUI (live preview; `/theme ` switches directly) | | `ZERO_NO_FADE=1` | disables streaming fade animation | Meaning does not rely on color alone; diffs, permissions, and statuses also use text or glyph markers. ## Development ```bash go test ./... go run ./cmd/zero-release build go run ./cmd/zero-release smoke go run ./cmd/zero-perf-bench ``` Experimental: `ZERO_OPENAI_TURN_SESSION=1` enables the optimized OpenAI turn session (background connection prewarm + request-prefix telemetry) for headless `zero exec` runs against official OpenAI profiles. Off by default; `0`, `false`, or `off` disable it. A/B-benchmark it by running the same `zero-perf-bench` suite with the variable unset and set. Native ChatGPT Responses sessions are enabled by default. Set `ZERO_CHATGPT_TURN_SESSION=0`, `false`, or `off` to restore stateless HTTP/SSE transport. ### Code Quality and Security Checks Before committing any changes, ensure all Go code quality and security checks pass. The `make` targets below pin each tool to this module's Go version, so they load correctly even when your default `go` toolchain is older — running the plain `go run ...@version` form yourself can select the tool module's own (older) toolchain and fail to load this module instead. 1. **Formatting**: Run `make fmt` (or `go fmt ./...`). 2. **Vetting**: Run `make vet` (or `go vet ./...`). 3. **Linting**: Run `make lint-static`. 4. **Vulnerability Scan**: Run `make vulncheck`. Use the repository-managed targets rather than globally installed binaries: the targets apply the module's required Go toolchain as well as the reviewed, pinned tool versions. The installed binaries land in `$GOBIN` when it is set, otherwise in `$GOPATH/bin` (default `~/go/bin`). That directory must be on your `PATH` to run them directly. If it isn't, add it: ```bash gobin="$(go env GOBIN)"; [ -z "$gobin" ] && gobin="$(go env GOPATH)/bin" case ":$PATH:" in *":$gobin:"*) ;; *) export PATH="$PATH:$gobin" ;; esac ``` ### Cross-Compile Examples ```bash go run ./cmd/zero-release build --goos linux --goarch amd64 go run ./cmd/zero-release build --goos windows --goarch amd64 --output dist/zero.exe ``` ## Documentation - [Install](docs/INSTALL.md) - [Update flow](docs/UPDATE.md) - [Themes](docs/THEMES.md) - [Stream-JSON protocol](docs/STREAM_JSON_PROTOCOL.md) - [Specialists](docs/SPECIALISTS.md) - [GitHub Action](docs/GITHUB_ACTION.md) - [Benchmarks](docs/BENCHMARK.md) - [Performance](docs/PERFORMANCE.md) - [Agent evals](docs/AGENT_EVALS.md) ## Community Real-time chat happens on the [Discord server](https://discord.gg/CaQDS6wdFn). Questions, setup help, ideas, and sharing all live in [GitHub Discussions](https://github.com/Twigpine/zero/discussions): | Category | Use it for | |---|---| | [Q&A](https://github.com/Twigpine/zero/discussions/categories/q-a) | Setup help, provider/model configuration, "how do I" questions | | [Ideas](https://github.com/Twigpine/zero/discussions/categories/ideas) | Feature proposals and design discussion before any PR | | [Show and tell](https://github.com/Twigpine/zero/discussions/categories/show-and-tell) | Your skills, plugins, MCP setups, themes, and workflows | | [Announcements](https://github.com/Twigpine/zero/discussions/categories/announcements) | Releases and project news from the maintainers | For a good Q&A answer fast, include `zero --version`, your OS and install method, the provider/model in use, and `zero doctor` output. See [SUPPORT.md](SUPPORT.md). Bugs belong in [issues](https://github.com/Twigpine/zero/issues/new/choose); security reports follow [SECURITY.md](SECURITY.md), never a public thread. ## Contributing Contributions are welcome. Read [CONTRIBUTING.md](CONTRIBUTING.md), run the relevant tests, and open a focused pull request. Security reports should follow [SECURITY.md](SECURITY.md). ## License Zero is released under the [MIT License](LICENSE).