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Skill for Claude Code, Codex CLI, and OpenCode.","maintainers":[{"name":"alexgabbia","email":"alex.gazzillo@gmail.com"}],"readme":"\r\n\r\n# Role Dispatcher\r\n\r\n### Turn your AI coding tool into a team of 209+ IT specialists.\r\n\r\nOne request. The right experts. Instant collaboration.\r\n\r\n[](LICENSE)\r\n[](https://www.npmjs.com/package/@alexgabbia/role-dispatcher)\r\n[](https://docs.anthropic.com/en/docs/claude-code)\r\n[](https://github.com/openai/codex)\r\n[](https://github.com/opencode-ai/opencode)\r\n[](skill/role-dispatcher/references/role-index.md)\r\n\r\n
\r\n\r\n---\r\n\r\n**Why generic AI answers when you can get specialist-grade expertise?**\r\n\r\nRole Dispatcher is a **skill for Claude Code, Codex CLI, and OpenCode** that analyzes your requests, identifies the best IT specialist roles from 209+ professionals across 14 categories, and dispatches specialized agents that collaborate to give you expert-level answers.\r\n\r\nInstead of a one-size-fits-all response, you get answers from the **actual professionals** who would handle that work in a real company — complete with domain-specific skills, tools, and perspectives.\r\n\r\n### What makes it different\r\n\r\n| | Without Role Dispatcher | With Role Dispatcher |\r\n|---|---|---|\r\n| **Expertise** | Generic AI response | Specialist-grade from 209+ roles |\r\n| **Multi-domain tasks** | You manage context yourself | Auto-dispatches the right number of agents that collaborate |\r\n| **Quality control** | Hope for the best | Confidence scoring + Review Agent validation |\r\n| **Model selection** | One size fits all | Right model (Haiku/Sonnet/Opus) per task complexity |\r\n| **Your control** | Take what you get | Propose & Confirm — change roles or model before dispatch |\r\n\r\n### Compatibility\r\n\r\n| Tool | Status | Skills Directory |\r\n|------|--------|-----------------|\r\n| Claude Code | Supported | `~/.claude/skills/` |\r\n| Codex CLI | Supported | `~/.codex/skills/` |\r\n| OpenCode | Supported | `~/.config/opencode/skills/` |\r\n\r\n---\r\n\r\n## Quick Start\r\n\r\n### npx (Recommended)\r\n\r\n```bash\r\nnpx @alexgabbia/role-dispatcher\r\n```\r\n\r\nAuto-detects which tools you have installed and copies the skill to the right directory.\r\n\r\nTarget a specific tool:\r\n\r\n```bash\r\nnpx @alexgabbia/role-dispatcher --claude # Claude Code only\r\nnpx @alexgabbia/role-dispatcher --codex # Codex CLI only\r\nnpx @alexgabbia/role-dispatcher --opencode # OpenCode only\r\nnpx @alexgabbia/role-dispatcher --all # All tools\r\n```\r\n\r\n### Manual Installation\r\n\r\n```bash\r\n# Claude Code\r\nmkdir -p ~/.claude/skills/role-dispatcher\r\ncp -r skill/role-dispatcher/* ~/.claude/skills/role-dispatcher/\r\n\r\n# Codex CLI\r\nmkdir -p ~/.codex/skills/role-dispatcher\r\ncp -r skill/role-dispatcher/* ~/.codex/skills/role-dispatcher/\r\n\r\n# OpenCode\r\nmkdir -p ~/.config/opencode/skills/role-dispatcher\r\ncp -r skill/role-dispatcher/* ~/.config/opencode/skills/role-dispatcher/\r\n```\r\n\r\n### Script Installation\r\n\r\n```bash\r\n# macOS / Linux\r\nchmod +x install.sh && ./install.sh\r\n\r\n# Windows (PowerShell)\r\n.\\install.ps1\r\n```\r\n\r\n### Verify\r\n\r\nOpen Claude Code and make a technical request. You should see the dispatcher propose agents and wait for your confirmation:\r\n\r\n```\r\nProposed dispatch:\r\n- Backend Developer: REST API design and implementation\r\n Key skills: Node.js, Python, Java, SQL, REST, GraphQL, microservices\r\n- Frontend Developer: React dashboard with user management\r\n Key skills: HTML, CSS, JavaScript, React, Vue, Angular, responsive design\r\n\r\nModel: claude-sonnet-4-6 (medium complexity)\r\nExecution: MIXED\r\n\r\nProceed? You can:\r\n- yes to proceed as proposed\r\n- Change roles: e.g. \"use Security Engineer instead of Backend Developer\"\r\n- Change model: e.g. \"use opus\" or \"use haiku\"\r\n- Both: e.g. \"use only Frontend Developer with sonnet\"\r\n```\r\n\r\n---\r\n\r\n## How It Works\r\n\r\n\r\n\r\n\r\n\r\n
\r\n\r\n1. **Analyze** — Detects your language, scans request against keyword index + semantic inference\r\n2. **Match** — Identifies relevant categories from the 14 available\r\n3. **Select** — Picks N specialist roles using Key Skills matching, determines optimal model and dispatch mode\r\n4. **Propose & Confirm** — Shows proposed roles (with key skills), model, and dispatch mode, waits for your approval or changes\r\n5. **Dispatch** — Launches agents via subagents (1-4) or Agent Teams (5+) with structured prompts\r\n6. **Review** — (2+ agents) Validates completeness, detects conflicts, verifies integration\r\n7. **Synthesize** — Merges outputs into a single coherent answer with aggregate confidence\r\n\r\n---\r\n\r\n## Categories\r\n\r\n| # | Category | Roles | Examples |\r\n|---|----------|-------|---------|\r\n| 01 | Software Development | 13 | Full-Stack, Backend, Frontend, Mobile, API, Desktop |\r\n| 02 | Design & UX | 11 | Product Designer, UX/UI Designer, UX Researcher |\r\n| 03 | Data & AI | 14 | Data Scientist, ML Engineer, NLP Engineer, MLOps |\r\n| 04 | Cybersecurity | 15 | CISO, Security Architect, Penetration Tester, SOC |\r\n| 05 | Infrastructure & Ops | 15 | Cloud Engineer, DevOps, SRE, DBA, Kubernetes |\r\n| 06 | Management | 17 | CTO, Product Manager, Scrum Master, Agile Coach |\r\n| 07 | QA & Testing | 10 | QA Engineer, SDET, Performance Tester |\r\n| 08 | Marketing & Content | 25 | SEO, Growth Hacker, Content Strategy, Social Media |\r\n| 09 | E-commerce | 10 | Marketplace Manager, Pricing Analyst, Catalog |\r\n| 10 | Sales & CS | 10 | RevOps, Customer Success, Sales Engineer, CRM |\r\n| 11 | IT Support | 13 | IT Service Manager, Help Desk, IT Auditor |\r\n| 12 | Consulting & Training | 13 | Enterprise Architect, Solution Architect, Tech Writer |\r\n| 13 | Specialized | 18 | DPO, DevRel, AI Ethics, Accessibility, GIS |\r\n| 14 | Game Development | 25 | Game Designer, Level Designer, Game AI, Multiplayer Engineer, 3D Artist |\r\n\r\nEvery role includes a **Key Skills** column with specific tools, technologies, and competencies for precise matching.\r\n\r\n---\r\n\r\n## Examples\r\n\r\n### Simple: SQL Optimization\r\n```\r\nYou: \"How do I optimize this SQL query that takes 30 seconds?\"\r\n\r\nDispatcher proposes:\r\n Agents: Database Administrator (DBA)\r\n Key skills: PostgreSQL, MySQL, Oracle, MongoDB, query optimization, backup, replication\r\n Model: Sonnet\r\n\r\nYou: \"yes\"\r\n -> Expert-level query optimization with execution plan analysis\r\n```\r\n\r\n### Medium: Full-Stack Feature\r\n```\r\nYou: \"Build a REST API with auth and a React dashboard for user management\"\r\n\r\nDispatcher proposes:\r\n Agents: Backend Developer + Frontend Developer\r\n Review: Yes (2 agents)\r\n Model: Sonnet\r\n Execution: MIXED\r\n\r\nYou: \"yes\"\r\n -> Coordinated API design + React implementation with shared contracts\r\n```\r\n\r\n### Complex: System Architecture\r\n```\r\nYou: \"Design a microservices architecture for e-commerce with payments\r\n and real-time notifications\"\r\n\r\nDispatcher proposes:\r\n Agents: Software Architect + Backend Developer + DevOps Engineer\r\n Review: Yes (3 agents, sequential)\r\n Model: Opus\r\n\r\nYou: \"yes\"\r\n -> Architecture -> Implementation plan -> Deployment strategy\r\n```\r\n\r\n### Large-Scale: SaaS Platform (Agent Team)\r\n```\r\nYou: \"Build a complete SaaS project management tool with auth, real-time\r\n collaboration, Stripe billing, and admin dashboard\"\r\n\r\nDispatcher proposes:\r\n Agents: Software Architect + Backend Dev + Frontend Dev + UX/UI Designer\r\n + DevOps Engineer + Security Engineer + Payment Specialist\r\n Dispatch mode: Agent Team (7 agents, deep collaboration)\r\n Model: Opus\r\n\r\nYou: \"yes\"\r\n -> Creates team, Software Architect leads, teammates self-coordinate\r\n -> Delivers unified architecture + implementation plan\r\n```\r\n\r\n### User Override\r\n```\r\nYou: \"Set up a CI/CD pipeline for our Node.js monorepo\"\r\n\r\nDispatcher proposes:\r\n Agents: DevOps Engineer + SRE\r\n Model: Sonnet\r\n\r\nYou: \"use only DevOps Engineer with haiku\"\r\n -> Single agent dispatched on Haiku for faster, focused response\r\n```\r\n\r\n---\r\n\r\n## Context Persistence (Long-Running Tasks)\r\n\r\nFor complex tasks that push agents toward context limits, the dispatcher automatically enables **context persistence** — agents save their progress to disk and get replaced by fresh agents that continue from the saved state.\r\n\r\n### How it works\r\n\r\n1. The dispatcher creates a `.dispatch/` directory with a global `STATE.md`\r\n2. Each agent tracks files touched and writes periodic work logs to `.dispatch/{agent-id}-log.md`\r\n3. When an agent hits a checkpoint trigger (15+ files touched, phase boundary, or self-detected saturation), it saves its log and signals for continuation\r\n4. The dispatcher spawns a fresh agent with the same role that reads the log and resumes from \"Next Steps\"\r\n5. This repeats until the work is complete (max 5 continuations per agent)\r\n\r\n### When it activates\r\n\r\n- **Automatically** for FULL-path tasks with 3+ agents or high estimated complexity\r\n- **Never** for SKIP or FAST lane tasks\r\n- Zero user intervention required — agents self-monitor and the dispatcher handles continuations\r\n\r\n### What gets saved\r\n\r\n```\r\n.dispatch/\r\n STATE.md # Project goal, agent roster, global decisions\r\n backend-01-log.md # Backend Developer's progress, decisions, next steps\r\n frontend-01-log.md # Frontend Developer's progress, decisions, next steps\r\n```\r\n\r\nThe `.dispatch/` directory is automatically added to `.gitignore`.\r\n\r\n---\r\n\r\n## Agent Teams (Experimental)\r\n\r\nFor large-scale tasks (5+ agents) or when agents need to discuss and challenge each other, the dispatcher uses **Agent Teams** — a Claude Code experimental feature that enables real inter-agent collaboration.\r\n\r\n### How it differs from subagents\r\n\r\n| | Subagents | Agent Teams |\r\n|---|---|---|\r\n| **Communication** | Through dispatcher only | Direct messaging between teammates |\r\n| **Coordination** | Dispatcher orchestrates | Team self-coordinates via shared task list |\r\n| **Best for** | 1-4 focused, independent agents | 5+ agents or deep collaboration needs |\r\n| **Overhead** | Low | Higher, but enables richer collaboration |\r\n\r\n### Enable Agent Teams\r\n\r\nAdd to your `.claude/settings.json`:\r\n```json\r\n{\r\n \"env\": {\r\n \"CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS\": \"1\"\r\n }\r\n}\r\n```\r\n\r\n### Override dispatch mode\r\n\r\nDuring the Propose & Confirm step, you can force a specific mode:\r\n- **\"use team\"** — Forces Agent Team mode even for 2-4 agents\r\n- **\"use subagents\"** — Forces subagent mode even for 5+ agents\r\n\r\n---\r\n\r\n## File Structure\r\n\r\n```\r\nskill/role-dispatcher/\r\n SKILL.md # Core dispatch logic\r\n references/\r\n role-index.md # Category index with keywords\r\n prompt-templates.md # Structured agent prompt templates\r\n collaboration-protocol.md # Multi-agent coordination protocol\r\n model-selection-guide.md # Model selection decision matrix\r\n examples.md # 9 complete dispatching scenarios\r\n context-persistence-protocol.md # Agent checkpoint & continuation protocol\r\n assets/roles/\r\n 01-software-development.md # 13 roles\r\n 02-design-ux.md # 11 roles\r\n 03-data-ai.md # 14 roles\r\n 04-cybersecurity.md # 15 roles\r\n 05-infrastructure-operations.md # 15 roles\r\n 06-management-organization.md # 17 roles\r\n 07-quality-testing.md # 10 roles\r\n 08-marketing-digital-content.md # 25 roles\r\n 09-ecommerce-marketplace.md # 10 roles\r\n 10-sales-customer-success.md # 10 roles\r\n 11-it-support-administration.md # 13 roles\r\n 12-consulting-training.md # 13 roles\r\n 13-specialized-roles.md # 18 roles\r\n 14-game-development.md # 25 roles\r\n```\r\n\r\n---\r\n\r\n## Contributing\r\n\r\nContributions welcome! You can:\r\n\r\n- **Add roles** — Submit a PR adding new roles to existing category files (include Key Skills)\r\n- **Add categories** — Create a new role file and update `references/role-index.md`\r\n- **Improve templates** — Enhance the agent prompt templates or collaboration protocol\r\n- **Add examples** — Contribute real-world dispatching scenarios to `references/examples.md`\r\n\r\n---\r\n\r\n## Support the Project\r\n\r\nIf you find this skill useful and want to help me build more tools like this, consider making a donation!\r\n\r\n**BTC:** `bc1qyevk4km8sewy4j0xjhul8m7slprm8vj3farjph`\r\n[Pay with Trust Wallet](https://link.trustwallet.com/send?coin=0&address=bc1qyevk4km8sewy4j0xjhul8m7slprm8vj3farjph)\r\n\r\n**ETH:** `0xe1581e0ED99e57DBe7793E81bE35E1c81148B326`\r\n[Pay with Trust Wallet](https://link.trustwallet.com/send?coin=60&address=0xe1581e0ED99e57DBe7793E81bE35E1c81148B326)\r\n\r\n**ADA:** `addr1qymnqk9nf2ud469fv8zazk595qw0ccckvmq6q7pafjrwl5fhrg4v3zyw90ymp3rtrq7d9wjp3ddu9svq3mr0mvq36paq5fn4vx`\r\n[Pay with Trust Wallet](https://link.trustwallet.com/send?coin=1815&address=addr1qymnqk9nf2ud469fv8zazk595qw0ccckvmq6q7pafjrwl5fhrg4v3zyw90ymp3rtrq7d9wjp3ddu9svq3mr0mvq36paq5fn4vx)\r\n\r\n**TRX:** `TAH6a2MmEYenKSBSa3fyCuBVUxUQpAH9b6`\r\n[Pay with Trust Wallet](https://link.trustwallet.com/send?coin=195&address=TAH6a2MmEYenKSBSa3fyCuBVUxUQpAH9b6)\r\n\r\nEvery contribution helps fund development of new skills and improvements. Thank you!\r\n\r\n---\r\n\r\n## License\r\n\r\n[MIT](LICENSE)\r\n","readmeFilename":"README.md"}