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workflow agent for Claude Agent SDK - complete feature development from task to PR","maintainers":[{"name":"mthines","email":"madsthines@gmail.com"}],"readme":"# @gw-tools/autonomous-workflow-agent\n\n**Ship features while you sleep.** Give this agent a task description and walk away — it handles everything from planning to PR creation, all in an isolated Git worktree that won't touch your working branch.\n\n> The **skill itself** lives at [**`mthines/agent-skills` → autonomous-workflow**](https://github.com/mthines/agent-skills#autonomous-workflow). This npm package is a thin Claude Agent SDK wrapper that loads that skill at runtime.\n\n## Quick Start (Claude Code)\n\n### Step 1: Install prerequisites\n\n`gh` is required (PR creation). `gw` is optional but recommended for nicer worktree management — the workflow falls back to native `git worktree` if `gw` is absent.\n\n```bash\nbrew install gh\nbrew install mthines/gw-tools/gw   # optional but recommended\n```\n\n### Step 2: Install the skill + companion agents\n\nInstall from [`mthines/agent-skills`](https://github.com/mthines/agent-skills#autonomous-workflow):\n\n**Option A: Global** (recommended for personal use — works in all projects)\n\n```bash\nnpx skills add https://github.com/mthines/agent-skills \\\n  --skill autonomous-workflow create-plan create-walkthrough confidence \\\n          code-quality holistic-analysis tdd ux update-claude \\\n          review-changes create-pr ci-auto-fix \\\n  --agent claude-code \\\n  --global --yes\nbash ~/.claude/skills/autonomous-workflow/install.sh --global\n```\n\n**Option B: Per-project** (recommended for teams — committable to git)\n\n```bash\nnpx skills add https://github.com/mthines/agent-skills \\\n  --skill autonomous-workflow create-plan create-walkthrough confidence \\\n          code-quality holistic-analysis tdd ux update-claude \\\n          review-changes create-pr ci-auto-fix \\\n  --agent claude-code \\\n  --yes\nbash .claude/skills/autonomous-workflow/install.sh\n```\n\nThe `install.sh` script links the planner + executor agent definitions and the auto-routing rule into `.claude/` so Claude Code picks them up.\n\nIf you're using `gw` for worktrees, run `gw init` once in the project to enable auto-copy of secrets, pre/post-checkout hooks, and shell-integrated `gw cd`.\n\n### How to use it\n\nJust tell Claude what to build:\n\n```\n\"Implement dark mode toggle independently\"\n\"Add user auth end-to-end with tests and PR\"\n\"Handle this in isolation — refactor the API client to use retry logic\"\n```\n\nThe agent will ask clarifying questions, plan the implementation, create an isolated worktree, implement, test, and deliver a draft PR.\n\n**What triggers the agent automatically:** _\"independently\"_, _\"autonomously\"_, _\"in isolation\"_, _\"alone\"_, _\"on your own\"_, _\"end-to-end\"_, _\"handle this without me\"_\n\n**Explicit invocation** (works without the routing rule): `@autonomous-workflow implement X`\n\n## For Agent SDK Developers\n\nBuilding custom agents? Install via npm:\n\n```bash\nnpm install @gw-tools/autonomous-workflow-agent\n```\n\n```typescript\nimport { autonomousWorkflowAgent } from '@gw-tools/autonomous-workflow-agent';\n\n// Your agent now knows how to ship complete features autonomously.\n```\n\n---\n\n## Built on gw-tools\n\nThis agent is powered by the [gw CLI](https://github.com/mthines/gw-tools)—a Git worktree management tool that handles branch isolation, file syncing, and cleanup. The agent orchestrates `gw` commands to create isolated development environments for each task.\n\n## The Problem\n\nBuilding features with AI agents today is frustrating:\n\n- **Context loss** — Agents forget what they're doing mid-task\n- **No isolation** — Changes happen in your working directory, blocking your flow\n- **Incomplete work** — You get code dumps, not tested PRs\n- **Manual babysitting** — You're constantly re-prompting and fixing mistakes\n\n## The Solution\n\nThis agent implements a battle-tested 8-phase workflow that turns \"implement X\" into a ready-to-review PR:\n\n1. **Validates** the task with you before writing any code\n2. **Plans** the implementation by analyzing your actual codebase\n3. **Isolates** work in a Git worktree (your main branch stays clean)\n4. **Implements** incrementally with logical commits\n5. **Tests** and iterates until everything passes\n6. **Documents** changes appropriately\n7. **Creates** a draft PR with full context\n8. **Cleans up** the worktree after merge\n\nThe agent maintains a comprehensive plan file for context recovery, recovers from errors, and knows when to stop and ask for help instead of guessing.\n\n## Installation\n\n```bash\nnpm install @gw-tools/autonomous-workflow-agent\n```\n\n## Quick Start\n\n### With Claude Code SDK\n\n```typescript\nimport { autonomousWorkflowAgent } from '@gw-tools/autonomous-workflow-agent';\nimport { query } from '@anthropic-ai/claude-code-sdk';\n\nfor await (const message of query({\n  prompt: 'Add user authentication with JWT tokens',\n  options: {\n    agents: {\n      'autonomous-workflow': autonomousWorkflowAgent,\n    },\n  },\n})) {\n  console.log(message);\n}\n```\n\n### Custom Agent Configuration\n\n```typescript\nimport { autonomousWorkflowAgent } from '@gw-tools/autonomous-workflow-agent';\n\n// Override defaults for your use case\nconst myAgent = {\n  ...autonomousWorkflowAgent,\n  model: 'opus', // Use Opus for complex tasks\n  maxTurns: 150, // Allow more iterations\n};\n```\n\n### Access the System Prompt Directly\n\n```typescript\nimport { systemPrompt } from '@gw-tools/autonomous-workflow-agent';\n\n// Use in your own agent framework\nconsole.log(systemPrompt.length); // ~8KB lean orchestrator prompt\n```\n\n## How It Works\n\n### Workflow Modes\n\nThe agent automatically detects the right workflow mode:\n\n| Mode     | When                               | Artifacts                   |\n| -------- | ---------------------------------- | --------------------------- |\n| **Full** | 4+ files OR architectural changes  | `plan.md`, `walkthrough.md` |\n| **Lite** | 1-3 files, straightforward changes | Mental plan only            |\n\n### The 8 Phases\n\n| Phase | Name           | What Happens                                                             |\n| ----- | -------------- | ------------------------------------------------------------------------ |\n| **0** | Validation     | Asks clarifying questions, confirms understanding, detects workflow mode |\n| **1** | Planning       | Deep codebase analysis, creates implementation plan                      |\n| **2** | Worktree Setup | Creates isolated Git worktree via `gw add`                               |\n| **3** | Implementation | Writes code incrementally, commits logically                             |\n| **4** | Testing        | Runs tests, iterates until green (no artificial limits)                  |\n| **5** | Documentation  | Updates README, CHANGELOG, API docs as needed                            |\n| **6** | PR Creation    | Pushes branch, creates draft PR with full context                        |\n| **7** | Cleanup        | Removes worktree after PR is merged                                      |\n\n### Safety Guardrails\n\nThe agent includes built-in safety mechanisms:\n\n- **Soft limits**: ~10 commits, ~20 files (warns but continues if justified)\n- **Hard limits**: 50+ files, 20+ test iterations (stops and asks)\n- **Quality gates**: Can't skip phases, must pass validation checkpoints\n- **Rollback ready**: Documented procedures for recovery\n\n## Agent Definition\n\nThe exported agent conforms to the `AgentDefinition` interface:\n\n```typescript\ninterface AgentDefinition {\n  description: string;\n  prompt: string;\n  tools: ToolName[];\n  model?: 'sonnet' | 'opus' | 'haiku';\n  maxTurns?: number;\n}\n\ntype ToolName = 'Read' | 'Write' | 'Edit' | 'Bash' | 'Glob' | 'Grep' | 'WebSearch' | 'Skill';\n```\n\n### Default Configuration\n\n| Property | Value                                                    |\n| -------- | -------------------------------------------------------- |\n| `model`  | `sonnet`                                                 |\n| `tools`  | `Read`, `Write`, `Edit`, `Bash`, `Glob`, `Grep`, `Skill` |\n\n## Requirements\n\n- **Git** with worktree support (Git 2.5+)\n- **`gh` CLI** for PR creation and CI watching\n- **[`autonomous-workflow` skill](https://github.com/mthines/agent-skills#autonomous-workflow)** installed (this package's system prompt loads it at runtime)\n- **[`gw` CLI](https://github.com/mthines/gw-tools)** — _recommended, optional_ — for worktree management with auto-copy + hooks (v0.20+). Falls back to native `git worktree` if absent.\n- **Node.js** project (npm/pnpm/yarn)\n\n## Compatibility\n\n| Dependency                  | Minimum Version | Notes                                                                  |\n| --------------------------- | --------------- | ---------------------------------------------------------------------- |\n| Git                         | 2.5+            | Worktree support required                                              |\n| `gh`                        | recent          | Required for PR + CI                                                   |\n| `autonomous-workflow` skill | latest          | From [`mthines/agent-skills`](https://github.com/mthines/agent-skills) |\n| `gw` CLI                    | 0.20+           | Optional; native `git worktree` fallback                               |\n| Claude Code SDK             | 1.x             | Tested with v1.0.x                                                     |\n| Node.js                     | 18+             | For running the agent                                                  |\n\n## Performance Characteristics\n\nRealistic expectations for agent behavior:\n\n| Metric              | Typical Range | Notes                              |\n| ------------------- | ------------- | ---------------------------------- |\n| Agent turns         | 15-80         | Depends on task complexity         |\n| Files changed       | 3-20          | Soft limit at 20, hard limit at 50 |\n| Test iterations     | 2-8           | Escalates to user at 7+            |\n| Commits per feature | 3-10          | Logical, incremental commits       |\n| Success rate (Lite) | ~90%          | Simple fixes, 1-3 files            |\n| Success rate (Full) | ~75%          | Complex features, 4+ files         |\n\n**Note:** These are estimates based on typical usage. Actual performance varies by codebase complexity, test suite speed, and task clarity.\n\n## Model Selection\n\nThe agent defaults to **Sonnet** which handles ~80% of tasks effectively. Consider **Opus** for:\n\n| Use Opus When                                      | Stick with Sonnet When            |\n| -------------------------------------------------- | --------------------------------- |\n| Architectural changes (new patterns, abstractions) | Bug fixes and small features      |\n| Complex multi-system integrations                  | Single-system changes             |\n| Ambiguous requirements needing inference           | Clear, well-defined requirements  |\n| Large refactoring (10+ files)                      | Focused changes (1-5 files)       |\n| Novel problem domains                              | Familiar patterns in the codebase |\n\n```typescript\n// Override model for complex tasks\nconst myAgent = {\n  ...autonomousWorkflowAgent,\n  model: 'opus',\n};\n```\n\n### Secret Handling in Worktrees\n\nWhen the agent creates a new worktree, `gw` automatically copies configured files (`.env`, secrets) from your default branch. Setup:\n\n```bash\ngw init --auto-copy-files .env,secrets/,.env.local\n```\n\n📖 **Full details:** [gw-tools secret handling](https://github.com/mthines/gw-tools/tree/main/packages/gw-tool#initial-setup-secrets-in-the-default-branch)\n\n## Examples\n\n### Feature Implementation\n\n```typescript\nawait query({\n  prompt: 'Implement a caching layer for the API client with TTL support',\n  options: { agents: { 'autonomous-workflow': autonomousWorkflowAgent } },\n});\n```\n\nThe agent will:\n\n1. Ask about cache invalidation strategy, TTL defaults, storage backend\n2. Analyze existing API client code\n3. Create `feat/api-caching` worktree\n4. Implement caching with tests\n5. Create PR with implementation walkthrough\n\n### Bug Fix\n\n```typescript\nawait query({\n  prompt: 'Fix the race condition in the WebSocket reconnection logic',\n  options: { agents: { 'autonomous-workflow': autonomousWorkflowAgent } },\n});\n```\n\n### Refactoring\n\n```typescript\nawait query({\n  prompt: 'Refactor the auth module to use dependency injection',\n  options: { agents: { 'autonomous-workflow': autonomousWorkflowAgent } },\n});\n```\n\n## Why Git Worktrees?\n\nTraditional AI coding assistants modify your working directory directly. This means:\n\n- You can't work on other things while the agent runs\n- Failed attempts leave your repo in a dirty state\n- You have to manually create branches and PRs\n\nWith worktrees, the agent works in a completely separate directory. Your main checkout stays clean, and you can review the agent's work when it's ready.\n\n## Observability\n\n### Watching Agent Progress\n\nFor Full Mode tasks, the agent maintains artifacts you can monitor:\n\n```bash\n# Check the implementation plan and progress\ncat .gw/<branch>/plan.md\n\n# After completion, review the walkthrough\ncat .gw/<branch>/walkthrough.md\n```\n\n### Claude Code Hooks (Optional)\n\nGet notifications when the agent completes significant actions:\n\n```json\n// ~/.claude/settings.json\n{\n  \"hooks\": {\n    \"postToolUse\": {\n      \"Bash\": \"echo \\\"gw action completed\\\" | tee -a /tmp/agent.log\"\n    }\n  }\n}\n```\n\n**Platform-specific notifications:**\n\n```bash\n# macOS\nosascript -e 'display notification \"Agent completed action\" with title \"gw\"'\n\n# Linux (requires libnotify)\nnotify-send \"gw\" \"Agent completed action\"\n```\n\n## Troubleshooting\n\n### \"gw: command not found\"\n\nInstall the gw CLI: `npm install -g @gw-tools/gw`\n\n### Agent creates too many worktrees\n\nThe agent includes \"smart detection\" to reuse existing worktrees. If you're seeing sprawl, ensure you're cleaning up merged PRs with `gw remove <branch>`.\n\n### Tests keep failing\n\nThe agent will iterate up to 20 times on test failures. If it's still stuck, it will stop and ask for help. Check the Progress Log in `.gw/<branch>/plan.md` for iteration history.\n\n### Agent issued an invalid gw command\n\nIf the agent hallucinates a `gw` command that doesn't exist:\n\n1. Check `.gw/<branch>/plan.md` for what the agent was trying to do\n2. Look at the error message for the actual command attempted\n3. Manually run the correct command or guide the agent\n\nCommon hallucinations:\n\n- `gw create` → should be `gw checkout` or `gw add`\n- `gw switch` → should be `gw cd`\n- `gw delete` → should be `gw remove`\n\n### Agent stuck in a loop\n\nIf the agent keeps trying the same fix repeatedly:\n\n1. Check `.gw/<branch>/plan.md` Progress Log for iteration history\n2. Look for repeated \"Attempt N\" entries with similar fixes\n3. Interrupt and provide guidance: \"Try a different approach—the issue is X\"\n\nThe agent has built-in loop detection and will ask for help after 7+ similar attempts, but you can intervene earlier.\n\n### Agent created wrong worktree name\n\nThe agent uses smart worktree detection. If it created a worktree with an unexpected name:\n\n```bash\n# List all worktrees\ngw list\n\n# Navigate to the correct one\ngw cd <branch-name>\n\n# Or remove and recreate\ngw remove <wrong-branch>\n```\n\n### Secrets missing in new worktree\n\nIf `.env` or other secrets weren't copied:\n\n1. Verify `autoCopyFiles` is configured: `cat .gw/config.json`\n2. Ensure secrets exist in your `main` worktree\n3. Manually sync: `gw sync <worktree> .env`\n\n## Related\n\n- **[gw-tools](https://github.com/mthines/gw-tools)** — Git worktree workflow CLI\n- **[Skill Documentation](https://github.com/mthines/gw-tools/tree/main/skills/autonomous-workflow)** — Full skill with all rules and templates\n- **[Claude Code SDK](https://github.com/anthropics/claude-code-sdk)** — Official SDK for building Claude agents\n\n## Community & Support\n\n- **Issues & Feature Requests:** [github.com/mthines/gw-tools/issues](https://github.com/mthines/gw-tools/issues)\n- **Questions & Discussions:** Open an issue with the `question` label\n- **Share your experience:** We'd love to hear how you're using the agent—open an issue with the `show-and-tell` label\n\n## Contributing\n\nIssues and PRs welcome at [github.com/mthines/gw-tools](https://github.com/mthines/gw-tools).\n\n## License\n\nMIT\n","readmeFilename":"README.md"}