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teams.\n\n[![CI](https://github.com/Jonah-Projects/jonah-fleet/actions/workflows/ci.yml/badge.svg)](https://github.com/Jonah-Projects/jonah-fleet/actions/workflows/ci.yml)\n[![Version](https://img.shields.io/badge/version-1.0.0-blue.svg)](./package.json)\n[![Brand: Fleet](https://img.shields.io/badge/Brand-Fleet_Design_System-BBF65D?style=flat)](https://github.com/Jonah-Projects/jonah-fleet/blob/main/assets/brand/README.md)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n---\n\n## 🌟 Overview\n\n`jonah-fleet` packages a complete suite of autonomous software engineering agents into a standalone repository and zero-install CLI (`npx jonah-fleet`). It turns any repository into an autonomous agent-driven development environment with:\n\n- **Symphony-aligned Orchestration**: Built on the principles formalized by OpenAI's [Symphony spec](https://github.com/openai/symphony/blob/main/SPEC.md) — single-flight locking, dead-run claim recovery, reader/writer separation, and warm-session review loops.\n- **Autonomous Autowork**: Issue claiming, test-driven implementation (`/tdd`), automated draft PR creation, and warm-session review synchronization.\n- **Strict Peer Review**: Multi-angle subagent code reviews (`/code-review`), security scanning, and automated squash-merge.\n- **Issues Housekeeping & Dependency Security**: Weekly automated sweeps for duplicate detection, triage label assignment, and vulnerability remediation.\n- **Continuous Bi-Directional Improvement Bridge**: When local `optimizer.md` routines discover generic prompt optimizations, fixes can be submitted directly back upstream to `jonah-fleet` and distributed to all projects.\n\n---\n\n## 🏛️ Architecture: The Symphony Lineage\n\nFleet is a **GitHub-native implementation of OpenAI's [Symphony specification](https://github.com/openai/symphony/blob/main/SPEC.md)** for orchestrating autonomous coding agents against issue trackers. \n\nRather than requiring a persistent orchestrator daemon or complex server infrastructure, Fleet maps all Symphony primitives directly onto GitHub and ephemeral CLI agent sessions:\n\n| Symphony Concept | Fleet Implementation |\n|---|---|\n| **`WORKFLOW.md`** (Repo config & prompt templates) | `AGENTS.md` (aliased as `GEMINI.md`/`CLAUDE.md`) + `.github/prompts/*.md` |\n| **Orchestrator** (Poll, dispatch, reconcile) | GitHub Actions event triggers + scheduled cron routines (zero persistent daemons) |\n| **Issue Tracker** | GitHub Issues with single-flight claim protocols (`🔒` claim comments) |\n| **Agent Runner** | Ephemeral agent sessions (**Antigravity CLI `agy`** via Gemini 3.7 Flash) in fresh clones |\n| **Reader/Writer Separation** | Autowork authors PRs; Peer Review routine is sole merge authority for product PRs |\n| **Warm-Context Synchronization** | In-session polling & live fix loops between Autowork and Peer Review before merge |\n| **Dead-Run Recovery** | Stale claim detection (>6h without live PR) via autowork & issues-housekeeping sweeps |\n\n### Architectural Comparison: Fleet vs. SwarmClaw\n\n| Dimension | ⚡ Fleet | 🦞 SwarmClaw (`@swarmclawai/swarmclaw`) |\n|---|---|---|\n| **Paradigm** | **Symphony-aligned, issue-driven workflow automation** | **Self-hosted multi-agent runtime & swarm platform** |\n| **Runtime Model** | Ephemeral CLI sessions (`agy`) spun up per issue/PR | Persistent daemon / Electron desktop app / server |\n| **State & Coordination** | GitHub Issues, PR labels, commit status checks, and run logs | Local SQLite / Postgres, live WebSockets, durable agent memory |\n| **Agent Topology** | Specialized asynchronous routines (Autowork, Peer Review, Housekeeping, Optimizer) | Interactive agent teams, live org charts, and hierarchical delegation |\n| **Best For** | Production software engineering pipelines & automated multi-repo maintenance | Interactive agent chat, local tool runtimes, multi-provider desktop UI |\n\n\n---\n\n## 🚀 Quickstart\n\n### 1. Initialize a repository\n\nInside any project directory, run:\n\n```bash\nnpx jonah-fleet init --preset standard\n```\n\nAvailable presets:\n- **`minimal`**: `autowork` + `peer-review` + `optimizer`\n- **`standard`** (default): minimal + `issues-housekeeping` + `dependency-update-security-check`\n- **`full`**: standard + `product-planning` + `analytics-review`\n\n### 2. Configure GitHub Actions Permissions\n\nTo ensure agent workflows can create and merge PRs and run without getting stuck awaiting approval:\n\n1. **Workflow permissions**: Go to **Settings** → **Actions** → **General** → **Workflow permissions**, choose **\"Read and write permissions\"**, and check **\"Allow GitHub Actions to create and approve pull requests\"**.\n2. **Fork pull request workflows**: Under **Actions** → **General** → **Fork pull request workflows**, configure the workflow approval policy (*e.g.* **\"Require approval for first-time contributors\"** or **\"Run workflows without approval\"** for private/internal repositories) to prevent automated runs from stalling awaiting manual approval.\n\n### 3. Configure project context (`AGENTS.md`)\n\n`jonah-fleet init` generates an `AGENTS.md` file (or uses your existing one). Specify your test commands, build scripts, and architecture patterns:\n\n```markdown\n## Tech Stack\n- Next.js 15, TypeScript, Tailwind CSS, Supabase\n\n## Development Workflows\n```bash\nnpm run build\nnpm test\nnpm run type-check\n```\n```\n\n### 4. Check health and drift\n\nTo inspect which routines and skills are active or verify alignment with latest fleet updates:\n\n```bash\nnpx jonah-fleet status\n```\n\nTo synchronize with the latest fleet version:\n\n```bash\nnpx jonah-fleet sync\n```\n\n### 5. Multi-repo Fleet Monitoring\n\nMonitor health, in-flight autowork claims, open PR review loops, and token usage across your entire fleet:\n\n```bash\n# Register repositories to your fleet registry\nnpx jonah-fleet monitor --add juliendurandeu/Jonah-RuPaul\nnpx jonah-fleet monitor --add juliendurandeu/jonah-newsletter-gemini\n\n# View terminal dashboard\nnpx jonah-fleet monitor\n\n# Live watch mode with auto-refresh\nnpx jonah-fleet monitor --watch --interval 10\n\n# Output as JSON\nnpx jonah-fleet monitor --json\n```\n\n---\n\n## 🛠️ Repository Layout\n\n```\njonah-fleet/\n├── templates/\n│   ├── prompts/          # Core generic prompts (autowork, peer-review, optimizer, etc.)\n│   ├── workflows/        # GitHub Actions workflows for scheduling and event triggers\n│   ├── skills/           # Reusable engineering skills (tdd, code-review, diagnosing-bugs, etc.)\n│   └── docs/             # Starter documentation templates (AGENTS.template.md)\n├── src/                  # TypeScript CLI source code\n├── tests/                # Unit test & prompt validation suite\n└── schema.json           # JSON Schema for agents-manifest.json\n```\n\n---\n\n## 📜 Manifest Configuration (`agents-manifest.json`)\n\nEach target project contains an `agents-manifest.json` at its root:\n\n```json\n{\n  \"$schema\": \"https://raw.githubusercontent.com/Jonah-Projects/jonah-fleet/main/schema.json\",\n  \"version\": \"1.6.0\",\n  \"preset\": \"standard\",\n  \"routines\": {\n    \"autowork\": true,\n    \"peer-review\": true,\n    \"optimizer\": true,\n    \"issues-housekeeping\": true,\n    \"dependency-update-security-check\": true,\n    \"product-planning\": false,\n    \"analytics-review\": false\n  },\n  \"models\": {\n    \"default\": \"gemini-3.8-flash-high\",\n    \"issues-housekeeping\": \"gemini-3.8-flash-medium\",\n    \"dependency-update-security-check\": \"gemini-3.8-flash-medium\"\n  },\n  \"budgets\": {\n    \"weeklyTokens\": 8750000,\n    \"timeoutMinutes\": {\n      \"autowork\": 60,\n      \"peer-review\": 55,\n      \"optimizer\": 35,\n      \"issues-housekeeping\": 40,\n      \"dependency-update-security-check\": 25\n    },\n    \"maxIterations\": {\n      \"autowork\": 65,\n      \"peer-review\": 40,\n      \"optimizer\": 30,\n      \"issues-housekeeping\": 30,\n      \"dependency-update-security-check\": 20\n    }\n  },\n  \"skills\": [\n    \"tdd\",\n    \"code-review\",\n    \"codebase-design\",\n    \"domain-modeling\",\n    \"diagnosing-bugs\",\n    \"resolving-merge-conflicts\",\n    \"writing-for-agents\",\n    \"triage\",\n    \"grill-me\"\n  ],\n  \"autoUpdate\": {\n    \"enabled\": true,\n    \"channel\": \"stable\"\n  }\n}\n```\n\n---\n\n## 🔄 Bi-Directional Continuous Improvement\n\n1. **Local Optimization**: The `optimizer.md` routine monitors run logs in each connected project.\n2. **Upstream Contribution**: When a prompt or workflow improvement is discovered, the optimizer opens an upstream PR against `Jonah-Projects/jonah-fleet` (or via `npx jonah-fleet contribute`).\n3. **Downstream Sync**: Merged improvements in `jonah-fleet` create a semantic release, and downstream consumer repositories receive automated update PRs via `.github/workflows/sync-fleet.yml`.\n\n---\n\n## 🎨 Brand & Visual Identity\n\nFleet's visual design system and assets are located in [`assets/brand/`](https://github.com/Jonah-Projects/jonah-fleet/tree/main/assets/brand):\n\n| Asset | Resource | Ratio | Usage |\n|---|---|---|---|\n| **Avatar / App Icon** | [`avatar.jpg`](https://raw.githubusercontent.com/Jonah-Projects/jonah-fleet/main/assets/brand/avatar.jpg) | 1:1 (1024x1024) | Bot user profile, app icon, social avatar |\n| **Logo Lockup** | [`logo.jpg`](https://raw.githubusercontent.com/Jonah-Projects/jonah-fleet/main/assets/brand/logo.jpg) | 3:2 (1536x1024) | Documentation headers, splash screens, decks |\n| **Header Banner** | [`banner.jpg`](https://raw.githubusercontent.com/Jonah-Projects/jonah-fleet/main/assets/brand/banner.jpg) | 16:9 (1792x1008) | Repository hero, social cards, release cards |\n\nSee [`assets/brand/README.md`](https://github.com/Jonah-Projects/jonah-fleet/blob/main/assets/brand/README.md) for the complete design system specifications, color codes, and typography guidelines.\n\n---\n\n## 🙏 Acknowledgments & Credits\n\n- **[OpenAI Symphony](https://github.com/openai/symphony)**: Fleet's orchestration architecture, single-flight claim locking, reader/writer separation, and prompt engineering protocols are inspired by OpenAI's [Symphony Specification](https://github.com/openai/symphony/blob/main/SPEC.md), licensed under [Apache-2.0](https://github.com/openai/symphony/blob/main/LICENSE). See [NOTICE](./NOTICE) for formal attribution.\n\n---\n\n## 📄 License\n\nMIT © Julien Durand\n","readmeFilename":"README.md"}