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— Get Work Done coding agent","maintainers":[{"name":"appfiex-rayliu","email":"sevenray@gmail.com"}],"readme":"# GWD\n\n**Get Work Done: an agentic coding CLI for planning, execution, verification, and shipping.**\n\nGWD is a standalone CLI built on the Pi SDK. It manages project state, agent sessions, workflow tools, model routing, git isolation, recovery, and verification from one command-line entry point.\n\n```bash\nnpm install -g @appfiex-rayliu/gwd@latest\ngwd\n```\n\n[![npm version](https://img.shields.io/npm/v/@appfiex-rayliu/gwd?style=for-the-badge&logo=npm&logoColor=white&color=CB3837)](https://www.npmjs.com/package/@appfiex-rayliu/gwd)\n[![npm downloads](https://img.shields.io/npm/dm/@appfiex-rayliu/gwd?style=for-the-badge&logo=npm&logoColor=white&color=CB3837)](https://www.npmjs.com/package/@appfiex-rayliu/gwd)\n[![GitHub stars](https://img.shields.io/github/stars/rayliu-factory/gwd?style=for-the-badge&logo=github&color=181717)](https://github.com/rayliu-factory/gwd)\n[![Discord](https://img.shields.io/badge/Discord-Join%20us-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https://discord.com/invite/nKXTsAcmbT)\n[![License](https://img.shields.io/badge/license-MIT-blue?style=for-the-badge)](LICENSE)\n\n> GWD provisions a managed [RTK](https://github.com/rtk-ai/rtk) binary on supported macOS, Linux, and Windows installs to compress shell-command output in `bash`, `async_bash`, `bg_shell`, and verification flows. GWD forces `RTK_TELEMETRY_DISABLED=1` for all managed invocations. Set `GWD_RTK_DISABLED=1` to disable the integration.\n\n> **NOTICE: New to Node on Mac?** If you installed Node.js via Homebrew, you may be running a development release instead of LTS. **[Read this guide](./docs/user-docs/node-lts-macos.md)** to pin Node 24 LTS and avoid compatibility issues.\n\n---\n\n## Initial Release Highlights\n\n- **Agentic project loop** — plan milestones, execute tasks, verify results, and ship from one CLI.\n- **GWD runtime state** — project artifacts live under `.gwd/`, with `gwd.db` as the authoritative runtime database and markdown projections for review.\n- **Current command surface** — use `gwd` and `/gwd` commands only; old namespace aliases are intentionally not part of the initial release.\n- **Contributor-ready docs** — user, GitBook, Mintlify, Docker, package, and developer docs now point to the `rayliu-factory/gwd` repository and current GWD package names.\n\n---\n\n## Documentation\n\nFull documentation is in the [`docs/`](./docs/) directory:\n\n### User Guides\n\n- **[Getting Started](./docs/user-docs/getting-started.md)** — install, first run, basic usage\n- **[Auto Mode](./docs/user-docs/auto-mode.md)** — autonomous execution deep-dive\n- **[Configuration](./docs/user-docs/configuration.md)** — all preferences, models, git, and hooks\n- **[Provider Setup](./docs/user-docs/providers.md)** — configure Ollama, vLLM Metal TurboQuant, LM Studio, and SGLang\n- **[Custom Models](./docs/user-docs/custom-models.md)** — add custom providers (Ollama, vLLM, LM Studio, proxies)\n- **[Token Optimization](./docs/user-docs/token-optimization.md)** — profiles, context compression, complexity routing\n- **[Cost Management](./docs/user-docs/cost-management.md)** — budgets, tracking, projections\n- **[Git Strategy](./docs/user-docs/git-strategy.md)** — worktree isolation, branching, merge behavior\n- **[Parallel Orchestration](./docs/user-docs/parallel-orchestration.md)** — run multiple milestones simultaneously\n- **[Working in Teams](./docs/user-docs/working-in-teams.md)** — unique IDs, shared artifacts\n- **[Skills](./docs/user-docs/skills.md)** — bundled skills, discovery, custom authoring\n- **[Commands Reference](./docs/user-docs/commands.md)** — all commands and keyboard shortcuts\n- **[Troubleshooting](./docs/user-docs/troubleshooting.md)** — common issues, doctor, forensics, recovery\n- **[Visualizer](./docs/user-docs/visualizer.md)** — workflow visualizer with stats and discussion status\n- **[Remote Questions](./docs/user-docs/remote-questions.md)** — route decisions to Slack or Discord when human input is needed\n- **[Dynamic Model Routing](./docs/user-docs/dynamic-model-routing.md)** — complexity-based model selection and budget pressure\n- **[Web Interface](./docs/user-docs/web-interface.md)** — browser-based project management and real-time progress\n- **[Import `.planning` Projects](./docs/user-docs/migration.md)** — import legacy `.planning` directories into `.gwd`\n- **[Docker Sandbox](./docker/README.md)** — run GWD auto mode in an isolated Docker container\n\n### Developer Docs\n\n- **[Architecture](./docs/dev/architecture.md)** — system design and dispatch pipeline\n- **[Contributor Architecture and Data Flow](./docs/dev/architecture-data-flow.md)** — repo map, runtime flow, and agent-oriented change paths\n- **[CI/CD Pipeline](./docs/dev/ci-cd-pipeline.md)** — three-stage promotion pipeline (Dev → Test → Prod)\n- **[E2E Testing](./tests/e2e/README.md)** — real-process CLI/runtime coverage and CI runner expectations\n- **[Pipeline Simplification (ADR-003)](./docs/dev/ADR-003-pipeline-simplification.md)** — merged research into planning, mechanical completion\n- **[VS Code Extension](./vscode-extension/README.md)** — chat participant, sidebar dashboard, RPC integration\n\n---\n\n## How It Works\n\nGWD structures work into a hierarchy:\n\n```\nMilestone → a shippable version (4-10 slices)\n Slice → one demoable vertical capability (1-7 tasks)\n Task → one context-window-sized unit of work\n```\n\nThe iron rule: **a task must fit in one context window.** If it can't, it's two tasks.\n\n### The Loop\n\nEach slice flows through phases automatically:\n\n```\nPlan (with integrated research) → Execute (per task) → Complete → Reassess Roadmap → Next Slice\n ↓ (all slices done)\n Validate Milestone → Complete Milestone\n```\n\n**Plan** scouts the codebase, researches relevant docs, and decomposes the slice into tasks with must-haves (mechanically verifiable outcomes). **Execute** runs each task in a fresh context window with only the relevant files pre-loaded — then runs configured verification commands (lint, test, etc.) with auto-fix retries. **Complete** writes the summary, UAT script, marks the roadmap, and commits with meaningful messages derived from task summaries. **Reassess** checks if the roadmap still makes sense given what was learned. **Validate Milestone** runs a reconciliation gate after all slices complete — comparing roadmap success criteria against actual results before sealing the milestone.\n\n### `/gwd auto` — The Main Event\n\nThis is what makes GWD different. Run it, walk away, come back to built software.\n\n```\n/gwd auto\n```\n\nAuto mode is a state machine driven by the GWD database at the project root. It derives the next unit of work from authoritative SQLite state, creates a fresh agent session, injects a focused prompt with all relevant context pre-inlined, and lets the LLM execute. When the LLM finishes, auto mode persists the result to the database, refreshes markdown projections such as `STATE.md`, and dispatches the next unit.\n\nThe database is authoritative for milestones, slices, tasks, requirements, decisions, summaries, and completion status. Markdown under `.gwd/` is a rendered projection for review, prompts, and git-friendly history; it is not a runtime fallback unless you explicitly run a recovery/import command. In worktree mode, project-root DB state remains authoritative and worktree markdown projections are not synced back as state.\n\n**What happens under the hood:**\n\n1. **Fresh session per unit** — Every task, every research phase, every planning step gets a clean 200k-token context window. No accumulated garbage. No \"I'll be more concise now.\"\n\n2. **Context pre-loading** — The dispatch prompt includes inlined task plans, slice plans, prior task summaries, dependency summaries, roadmap excerpts, and decisions register. The LLM starts with everything it needs instead of spending tool calls reading files.\n\n3. **Context Mode** — Context Mode is enabled by default and gives eligible auto-mode units guidance for preserving context. Agents are steered toward `gwd_exec` for noisy scans, builds, tests, and diagnostics; capped stdout/stderr and metadata are saved under `.gwd/exec/` while only a short digest enters the conversation. `gwd_exec_search` lets agents reuse prior runs instead of repeating expensive checks, and `gwd_resume` reads a prior compaction snapshot from `.gwd/last-snapshot.md` when one exists. Opt out with `context_mode.enabled: false` to disable Context Mode guidance, snapshot injection, `gwd_exec`, `gwd_exec_search`, and `gwd_resume`; tune sandbox timeout/output caps and environment forwarding with `context_mode.exec_timeout_ms`, `context_mode.exec_stdout_cap_bytes`, `context_mode.exec_digest_chars`, and `context_mode.exec_env_allowlist`.\n\n4. **Git isolation** — When `git.isolation` is set to `worktree` or `branch`, each milestone runs on its own `milestone/` branch (in a worktree or in-place). All slice work commits sequentially — no branch switching, no merge conflicts. When the milestone completes, it's squash-merged to main as one clean commit. The default is `none` (work on the current branch), configurable via preferences. If `worktree` is configured in a repo with no committed `HEAD`, GWD temporarily behaves as `none` until the first commit exists because git worktrees need a committed start point.\n\n5. **Crash recovery** — Auto mode persists worker state, unit-dispatch state, and paused-session metadata in the project-root SQLite database. If the session dies, the next `/gwd auto` reconstructs the interrupted unit from DB-backed runtime state, reads the surviving session file, synthesizes a recovery briefing from every tool call that made it to disk, and resumes with full context. Parallel orchestrator IPC still lives under `.gwd/parallel/`, so multi-worker sessions survive crashes too. In headless mode, crashes trigger automatic restart with exponential backoff (default 3 attempts).\n\n6. **Provider error recovery** — Transient provider errors (rate limits, 500/503 server errors, overloaded) auto-resume after a delay. Permanent errors (auth, billing) pause for manual review. The model fallback chain retries transient network errors before switching models.\n\n7. **Stuck and artifact detection** — A sliding-window detector identifies repeated dispatch patterns (including multi-unit cycles). Missing expected artifacts use a separate bounded path: GWD retries artifact verification up to 3 times with failure context, then pauses auto mode with the missing artifact error instead of looping indefinitely.\n\n8. **Timeout supervision** — Soft timeout warns the LLM to wrap up. Idle watchdog detects stalls. Hard timeout pauses auto mode. Recovery steering nudges the LLM to finish durable output before giving up.\n\n9. **Cost tracking** — Every unit's token usage and cost is captured, broken down by phase, slice, and model. The dashboard shows running totals and projections. Budget ceilings can pause auto mode before overspending.\n\n10. **Adaptive replanning** — After each slice completes, the roadmap is reassessed. If the work revealed new information that changes the plan, slices are reordered, added, or removed before continuing.\n\n11. **Verification enforcement** — Configure shell commands (`npm run lint`, `npm run test`, etc.) that run automatically after task execution. Failures trigger auto-fix retries before advancing. Auto-discovered checks from `package.json` run in advisory mode — they log warnings but don't block on pre-existing errors. Configurable via `verification_commands`, `verification_auto_fix`, and `verification_max_retries` preferences.\n\n12. **Milestone validation** — After all slices complete, a `validate-milestone` gate compares roadmap success criteria against actual results before sealing the milestone.\n\n13. **Escape hatch** — Press Escape to pause. The conversation is preserved. Interact with the agent, inspect what happened, or just `/gwd auto` to resume from disk state.\n\n### `/gwd` and `/gwd next` — Step Mode\n\nBy default, `/gwd` runs in **step mode**: the same state machine as auto mode, but it pauses between units with a wizard showing what completed and what's next. You advance one step at a time, review the output, and continue when ready.\n\n- **No `.gwd/` directory** → Start a new project. Discussion flow captures your vision, constraints, and preferences.\n- **Milestone exists, no roadmap** → Discuss or research the milestone.\n- **Roadmap exists, slices pending** → Plan the next slice, execute one task, or switch to auto.\n- **Mid-task** → Resume from where you left off.\n\n`/gwd next` is an explicit alias for step mode. You can switch from step → auto mid-session via the wizard.\n\nStep mode is the on-ramp. Auto mode is the highway.\n\n---\n\n## Getting Started\n\n### Install\n\n```bash\nnpm install -g @appfiex-rayliu/gwd\n```\n\n### Log in to a provider\n\nFirst, choose your LLM provider:\n\n```bash\ngwd\n/login\n```\n\nSelect from 20+ providers — Anthropic, OpenAI, Google, OpenRouter, GitHub Copilot, and more. If you have a Claude Max or Copilot subscription, the OAuth flow handles everything. Otherwise, paste your API key when prompted.\n\nGWD auto-selects a default model after login. To switch models later:\n\n```bash\n/model\n```\n\n### Use it\n\nOpen a terminal in your project and run:\n\n```bash\ngwd\n```\n\nGWD opens an interactive agent session. From there, you have two ways to work:\n\n**`/gwd` — step mode.** Type `/gwd` and GWD executes one unit of work at a time, pausing between each with a wizard showing what completed and what's next. Same state machine as auto mode, but you stay in the loop. No project yet? It starts the discussion flow. Roadmap exists? It plans or executes the next step.\n\n**`/gwd auto` — autonomous mode.** Type `/gwd auto` and walk away. GWD researches, plans, executes, verifies, commits, and advances through every slice until the milestone is complete. Fresh context window per task. No babysitting.\n\n### Two terminals, one project\n\nThe real workflow: run auto mode in one terminal, steer from another.\n\n**Terminal 1 — let it build**\n\n```bash\ngwd\n/gwd auto\n```\n\n**Terminal 2 — steer while it works**\n\n```bash\ngwd\n/gwd discuss # talk through architecture decisions\n/gwd status # check progress\n/gwd queue # queue the next milestone\n```\n\nBoth terminals coordinate through the same project-root GWD runtime on local disk. The SQLite database is authoritative, `.gwd/` markdown is refreshed from it, and your decisions in terminal 2 are picked up at the next phase boundary without stopping auto mode.\n\n### Headless mode — CI and scripts\n\n`gwd headless` runs any `/gwd` command without a TUI. Designed for CI pipelines, cron jobs, and scripted automation.\n\n```bash\n# Run auto mode in CI\ngwd headless --timeout 600000\n\n# Create and execute a milestone end-to-end\ngwd headless new-milestone --context spec.md --auto\n\n# One unit at a time (cron-friendly)\ngwd headless next\n\n# Instant JSON snapshot (no LLM, ~50ms)\ngwd headless query\n\n# Force a specific pipeline phase\ngwd headless dispatch plan\n```\n\nHeadless auto-responds to interactive prompts, detects completion, and exits with structured codes: `0` complete, `1` error/timeout, `2` blocked. Auto-restarts on crash with exponential backoff. Use `gwd headless query` for instant, machine-readable state inspection — returns phase, next dispatch preview, and parallel worker costs as a single JSON object without spawning an LLM session. Pair with [remote questions](./docs/user-docs/remote-questions.md) to route decisions to Slack or Discord when human input is needed.\n\n**Multi-session orchestration** — headless mode supports DB-backed coordination across multiple GWD workers on the same machine. Worker registration, milestone leases, unit dispatch tracking, and command delivery live in `.gwd/gwd.db`, while `.gwd/parallel/` remains a local runtime area for per-milestone locks and isolation artifacts.\n\n### First launch\n\nOn first run, GWD launches a branded setup wizard that walks you through LLM provider selection (OAuth or API key), then optional tool API keys (Brave Search, Context7, Jina, Slack, Discord). Every step is skippable — press Enter to skip any. If you have an existing Pi installation, your provider credentials (LLM and tool keys) are imported automatically. Run `gwd config` anytime to re-run the wizard.\n\n### Commands\n\n| Command | What it does |\n| ----------------------- | ----------------------------------------------------------------------------- |\n| `/gwd` | Step mode — executes one unit at a time, pauses between each |\n| `/gwd next` | Explicit step mode (same as bare `/gwd`) |\n| `/gwd auto` | Autonomous mode — researches, plans, executes, commits, repeats |\n| `/gwd new-project [--deep]` | Bootstrap a project with staged project-level discovery |\n| `/gwd quick` | Execute a quick task with GWD guarantees, skip planning overhead |\n| `/gwd stop` | Stop auto mode gracefully |\n| `/gwd steer` | Hard-steer plan documents during execution |\n| `/gwd discuss` | Discuss architecture and decisions (works alongside auto mode) |\n| `/gwd rethink` | Conversational project reorganization |\n| `/gwd mcp` | MCP server status and connectivity |\n| `/gwd status` | Progress dashboard |\n| `/gwd queue` | Queue future milestones (safe during auto mode) |\n| `/gwd prefs` | Model selection, timeouts, budget ceiling |\n| `/gwd migrate` | Import a `.planning` directory into `.gwd` |\n| `/gwd help` | Categorized command reference for all GWD subcommands |\n| `/gwd mode` | Switch workflow mode (solo/team) with coordinated defaults |\n| `/gwd workflow` | Unified workflow plugins — list, run ``, install, info, validate |\n| `/gwd start