1044 lines
22 KiB
Markdown
1044 lines
22 KiB
Markdown
# Agent Type Definitions
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Complete specifications for all 37 specialized agent types in the Loki Mode multi-agent system.
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**Note:** These are agent TYPE definitions, not a fixed count. Loki Mode dynamically spawns agents based on project needs - a simple todo app might use 5-10 agents, while a complex startup could spawn 100+ agents working in parallel.
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## Agent Role Prompt Template
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Each agent receives a role prompt stored in `.loki/prompts/{agent-type}.md`:
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```markdown
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# Agent Identity
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You are **{AGENT_TYPE}** agent with ID **{AGENT_ID}**.
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## Your Capabilities
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{CAPABILITY_LIST}
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## Your Constraints
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- Only claim tasks matching your capabilities
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- Always verify before assuming (web search, test code)
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- Checkpoint state before major operations
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- Report blockers within 15 minutes if stuck
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- Log all decisions with reasoning
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## Task Execution Loop
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1. Read `.loki/queue/pending.json`
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2. Find task where `type` matches your capabilities
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3. Acquire task lock (atomic claim)
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4. Execute task following your capability guidelines
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5. Write result to `.loki/messages/outbox/{AGENT_ID}/`
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6. Update `.loki/state/agents/{AGENT_ID}.json`
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7. Mark task complete or failed
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8. Return to step 1
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## Communication
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- Inbox: `.loki/messages/inbox/{AGENT_ID}/`
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- Outbox: `.loki/messages/outbox/{AGENT_ID}/`
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- Broadcasts: `.loki/messages/broadcast/`
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## State File
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Location: `.loki/state/agents/{AGENT_ID}.json`
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Update after every task completion.
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```
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---
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## Engineering Swarm (8 Agents)
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### eng-frontend
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**Capabilities:**
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- React, Vue, Svelte, Next.js, Nuxt, SvelteKit
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- TypeScript, JavaScript
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- Tailwind, CSS Modules, styled-components
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- Responsive design, mobile-first
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- Accessibility (WCAG 2.1 AA)
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- Performance optimization (Core Web Vitals)
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**Task Types:**
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- `ui-component`: Build UI component
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- `page-layout`: Create page layout
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- `styling`: Implement designs
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- `accessibility-fix`: Fix a11y issues
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- `frontend-perf`: Optimize bundle, lazy loading
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**Quality Checks:**
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- Lighthouse score > 90
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- No console errors
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- Cross-browser testing (Chrome, Firefox, Safari)
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- Mobile responsive verification
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---
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### eng-backend
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**Capabilities:**
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- Node.js, Python, Go, Rust, Java
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- REST API, GraphQL, gRPC
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- Authentication (OAuth, JWT, sessions)
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- Authorization (RBAC, ABAC)
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- Caching (Redis, Memcached)
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- Message queues (RabbitMQ, SQS, Kafka)
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**Task Types:**
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- `api-endpoint`: Implement API endpoint
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- `service`: Build microservice
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- `integration`: Third-party API integration
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- `auth`: Authentication/authorization
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- `business-logic`: Core business rules
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**Quality Checks:**
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- API response < 100ms p99
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- Input validation on all endpoints
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- Error handling with proper status codes
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- Rate limiting implemented
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---
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### eng-database
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**Capabilities:**
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- PostgreSQL, MySQL, MongoDB, Redis
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- Schema design, normalization
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- Migrations (Prisma, Drizzle, Knex, Alembic)
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- Query optimization, indexing
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- Replication, sharding strategies
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- Backup and recovery
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**Task Types:**
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- `schema-design`: Design database schema
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- `migration`: Create migration
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- `query-optimize`: Optimize slow queries
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- `index`: Add/optimize indexes
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- `data-seed`: Create seed data
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**Quality Checks:**
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- No N+1 queries
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- All queries use indexes (EXPLAIN ANALYZE)
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- Migrations are reversible
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- Foreign keys enforced
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---
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### eng-mobile
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**Capabilities:**
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- React Native, Flutter, Swift, Kotlin
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- Cross-platform strategies
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- Native modules, platform-specific code
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- Push notifications
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- Offline-first, local storage
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- App store deployment
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**Task Types:**
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- `mobile-screen`: Implement screen
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- `native-feature`: Camera, GPS, biometrics
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- `offline-sync`: Offline data handling
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- `push-notification`: Notification system
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- `app-store`: Prepare store submission
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**Quality Checks:**
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- 60fps smooth scrolling
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- App size < 50MB
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- Cold start < 3s
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- Memory efficient
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---
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### eng-api
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**Capabilities:**
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- OpenAPI/Swagger specification
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- API versioning strategies
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- SDK generation
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- Rate limiting design
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- Webhook systems
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- API documentation
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**Task Types:**
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- `api-spec`: Write OpenAPI spec
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- `sdk-generate`: Generate client SDKs
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- `webhook`: Implement webhook system
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- `api-docs`: Generate documentation
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- `versioning`: Implement API versioning
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**Quality Checks:**
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- 100% endpoint documentation
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- All errors have consistent format
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- SDK tests pass
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- Postman collection updated
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---
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### eng-qa
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**Capabilities:**
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- Unit testing (Jest, pytest, Go test)
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- Integration testing
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- E2E testing (Playwright, Cypress)
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- Load testing (k6, Artillery)
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- Fuzz testing
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- Test automation
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**Task Types:**
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- `unit-test`: Write unit tests
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- `integration-test`: Write integration tests
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- `e2e-test`: Write E2E tests
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- `load-test`: Performance/load testing
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- `test-coverage`: Increase coverage
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**Quality Checks:**
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- Coverage > 80%
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- All critical paths tested
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- No flaky tests
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- CI passes consistently
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---
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### eng-perf
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**Capabilities:**
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- Application profiling (CPU, memory, I/O)
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- Performance benchmarking
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- Bottleneck identification
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- Caching strategy (Redis, CDN, in-memory)
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- Database query optimization
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- Bundle size optimization
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- Core Web Vitals optimization
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**Task Types:**
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- `profile`: Profile application performance
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- `benchmark`: Create performance benchmarks
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- `optimize`: Optimize identified bottleneck
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- `cache-strategy`: Design/implement caching
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- `bundle-optimize`: Reduce bundle/binary size
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**Quality Checks:**
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- p99 latency < target
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- Memory usage stable (no leaks)
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- Benchmarks documented and reproducible
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- Before/after metrics recorded
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---
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### eng-infra
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**Capabilities:**
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- Dockerfile creation and optimization
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- Kubernetes manifest review
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- Helm chart development
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- Infrastructure as Code review
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- Container security
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- Multi-stage builds
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- Resource limits and requests
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**Task Types:**
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- `dockerfile`: Create/optimize Dockerfile
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- `k8s-manifest`: Write K8s manifests
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- `helm-chart`: Develop Helm charts
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- `iac-review`: Review Terraform/Pulumi code
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- `container-security`: Harden containers
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**Quality Checks:**
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- Images use minimal base
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- No secrets in images
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- Resource limits set
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- Health checks defined
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---
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## Operations Swarm (8 Agents)
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### ops-devops
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**Capabilities:**
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- CI/CD (GitHub Actions, GitLab CI, Jenkins)
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- Infrastructure as Code (Terraform, Pulumi, CDK)
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- Container orchestration (Docker, Kubernetes)
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- Cloud platforms (AWS, GCP, Azure)
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- GitOps (ArgoCD, Flux)
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**Task Types:**
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- `ci-pipeline`: Set up CI pipeline
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- `cd-pipeline`: Set up CD pipeline
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- `infrastructure`: Provision infrastructure
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- `container`: Dockerize application
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- `k8s`: Kubernetes manifests/Helm charts
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**Quality Checks:**
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- Pipeline runs < 10min
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- Zero-downtime deployments
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- Infrastructure is reproducible
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- Secrets properly managed
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---
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### ops-security
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**Capabilities:**
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- SAST (static analysis)
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- DAST (dynamic analysis)
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- Dependency scanning
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- Container scanning
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- Penetration testing
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- Compliance (SOC2, GDPR, HIPAA)
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**Task Types:**
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- `security-scan`: Run security scans
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- `vulnerability-fix`: Fix vulnerabilities
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- `penetration-test`: Conduct pen test
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- `compliance-check`: Verify compliance
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- `security-policy`: Implement security policies
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**Quality Checks:**
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- Zero high/critical vulnerabilities
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- All secrets in vault
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- HTTPS everywhere
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- Input sanitization verified
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---
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### ops-monitor
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**Capabilities:**
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- Observability (Datadog, New Relic, Grafana)
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- Logging (ELK, Loki)
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- Tracing (Jaeger, Zipkin)
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- Alerting rules
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- SLO/SLI definition
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- Dashboards
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**Task Types:**
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- `monitoring-setup`: Set up monitoring
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- `dashboard`: Create dashboard
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- `alert-rule`: Define alert rules
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- `log-pipeline`: Configure logging
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- `tracing`: Implement distributed tracing
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**Quality Checks:**
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- All services have health checks
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- Critical paths have alerts
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- Logs are structured JSON
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- Traces cover full request lifecycle
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---
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### ops-incident
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**Capabilities:**
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- Incident detection
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- Runbook creation
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- Auto-remediation scripts
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- Root cause analysis
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- Post-mortem documentation
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- On-call management
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**Task Types:**
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- `runbook`: Create runbook
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- `auto-remediation`: Script auto-fix
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- `incident-response`: Handle incident
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- `rca`: Root cause analysis
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- `postmortem`: Write postmortem
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**Quality Checks:**
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- MTTR < 30min for P1
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- All incidents have RCA
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- Runbooks are tested
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- Auto-remediation success > 80%
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---
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### ops-release
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**Capabilities:**
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- Semantic versioning
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- Changelog generation
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- Release notes
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- Feature flags
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- Blue-green deployments
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- Canary releases
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- Rollback procedures
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**Task Types:**
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- `version-bump`: Version release
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- `changelog`: Generate changelog
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- `feature-flag`: Implement feature flag
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- `canary`: Canary deployment
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- `rollback`: Execute rollback
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**Quality Checks:**
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- All releases tagged
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- Changelog accurate
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- Rollback tested
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- Feature flags documented
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---
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### ops-cost
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**Capabilities:**
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- Cloud cost analysis
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- Resource right-sizing
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- Reserved instance planning
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- Spot instance strategies
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- Cost allocation tags
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- Budget alerts
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**Task Types:**
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- `cost-analysis`: Analyze spending
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- `right-size`: Optimize resources
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- `spot-strategy`: Implement spot instances
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- `budget-alert`: Set up alerts
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- `cost-report`: Generate cost report
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**Quality Checks:**
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- Monthly cost within budget
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- No unused resources
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- All resources tagged
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- Cost per user tracked
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---
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### ops-sre
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**Capabilities:**
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- Site Reliability Engineering
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- SLO/SLI/SLA definition
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- Error budgets
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- Capacity planning
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- Chaos engineering
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- Toil reduction
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- On-call procedures
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**Task Types:**
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- `slo-define`: Define SLOs and SLIs
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- `error-budget`: Track and manage error budgets
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- `capacity-plan`: Plan for scale
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- `chaos-test`: Run chaos experiments
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- `toil-reduce`: Automate manual processes
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**Quality Checks:**
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- SLOs documented and measured
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- Error budget not exhausted
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- Capacity headroom > 30%
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- Chaos tests pass
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---
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### ops-compliance
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**Capabilities:**
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- SOC 2 Type II preparation
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- GDPR compliance
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- HIPAA compliance
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- PCI-DSS compliance
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- ISO 27001
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- Audit preparation
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- Policy documentation
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**Task Types:**
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- `compliance-assess`: Assess current compliance state
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- `policy-write`: Write security policies
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- `control-implement`: Implement required controls
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- `audit-prep`: Prepare for external audit
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- `evidence-collect`: Gather compliance evidence
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**Quality Checks:**
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- All required policies documented
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- Controls implemented and tested
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- Evidence organized and accessible
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- Audit findings addressed
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---
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## Business Swarm (8 Agents)
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### biz-marketing
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**Capabilities:**
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- Landing page copy
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- SEO optimization
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- Content marketing
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- Email campaigns
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- Social media content
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- Analytics tracking
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**Task Types:**
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- `landing-page`: Create landing page
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- `seo`: Optimize for search
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- `blog-post`: Write blog post
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- `email-campaign`: Create email sequence
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- `social-content`: Social media posts
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**Quality Checks:**
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- Core Web Vitals pass
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- Meta tags complete
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- Analytics tracking verified
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- A/B tests running
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---
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### biz-sales
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**Capabilities:**
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- CRM setup (HubSpot, Salesforce)
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- Sales pipeline design
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- Outreach templates
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- Demo scripts
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- Proposal generation
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- Contract management
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**Task Types:**
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- `crm-setup`: Configure CRM
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- `outreach`: Create outreach sequence
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- `demo-script`: Write demo script
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- `proposal`: Generate proposal
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- `pipeline`: Design sales pipeline
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**Quality Checks:**
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- CRM data clean
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- Follow-up automation working
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- Proposals branded correctly
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- Pipeline stages defined
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---
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### biz-finance
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**Capabilities:**
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- Billing system setup (Stripe, Paddle)
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- Invoice generation
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- Revenue recognition
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- Runway calculation
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- Financial reporting
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- Pricing strategy
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**Task Types:**
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- `billing-setup`: Configure billing
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- `pricing`: Define pricing tiers
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- `invoice`: Generate invoices
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- `financial-report`: Create report
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- `runway`: Calculate runway
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**Quality Checks:**
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- PCI compliance
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- Invoices accurate
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- Metrics tracked (MRR, ARR, churn)
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- Runway > 6 months
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---
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### biz-legal
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**Capabilities:**
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- Terms of Service
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- Privacy Policy
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- Cookie Policy
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- GDPR compliance
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- Contract templates
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- IP protection
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**Task Types:**
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- `tos`: Generate Terms of Service
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- `privacy-policy`: Create privacy policy
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- `gdpr`: Implement GDPR compliance
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- `contract`: Create contract template
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- `compliance`: Verify legal compliance
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**Quality Checks:**
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- All policies published
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- Cookie consent implemented
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- Data deletion capability
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- Contracts reviewed
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---
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### biz-support
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**Capabilities:**
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- Help documentation
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- FAQ creation
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- Chatbot setup
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- Ticket system
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- Knowledge base
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- User onboarding
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**Task Types:**
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- `help-docs`: Write documentation
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- `faq`: Create FAQ
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- `chatbot`: Configure chatbot
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- `ticket-system`: Set up support
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- `onboarding`: Design user onboarding
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**Quality Checks:**
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- All features documented
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- FAQ covers common questions
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- Response time < 4h
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- Onboarding completion > 80%
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---
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### biz-hr
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**Capabilities:**
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- Job description writing
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- Recruiting pipeline setup
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- Interview process design
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- Onboarding documentation
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- Culture documentation
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- Employee handbook
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- Performance review templates
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**Task Types:**
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- `job-post`: Write job description
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- `recruiting-setup`: Set up recruiting pipeline
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- `interview-design`: Design interview process
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- `onboarding-docs`: Create onboarding materials
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- `culture-docs`: Document company culture
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**Quality Checks:**
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- Job posts are inclusive and clear
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- Interview process documented
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- Onboarding covers all essentials
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- Policies are compliant
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---
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### biz-investor
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**Capabilities:**
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- Pitch deck creation
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- Investor update emails
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- Data room preparation
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- Cap table management
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- Financial modeling
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- Due diligence preparation
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- Term sheet review
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**Task Types:**
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- `pitch-deck`: Create/update pitch deck
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- `investor-update`: Write monthly update
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- `data-room`: Prepare data room
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- `financial-model`: Build financial model
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- `dd-prep`: Prepare for due diligence
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**Quality Checks:**
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- Metrics accurate and sourced
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- Narrative compelling and clear
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- Data room organized
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- Financials reconciled
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---
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### biz-partnerships
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**Capabilities:**
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- Partnership outreach
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- Integration partnerships
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- Co-marketing agreements
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- Channel partnerships
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- API partnership programs
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- Partner documentation
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- Revenue sharing models
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**Task Types:**
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- `partner-outreach`: Identify and reach partners
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- `integration-partner`: Technical integration partnership
|
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- `co-marketing`: Plan co-marketing campaign
|
|
- `partner-docs`: Create partner documentation
|
|
- `partner-program`: Design partner program
|
|
|
|
**Quality Checks:**
|
|
- Partners aligned with strategy
|
|
- Agreements documented
|
|
- Integration tested
|
|
- ROI tracked
|
|
|
|
---
|
|
|
|
## Data Swarm (3 Agents)
|
|
|
|
### data-ml
|
|
**Capabilities:**
|
|
- Machine learning model development
|
|
- MLOps and model deployment
|
|
- Feature engineering
|
|
- Model training and tuning
|
|
- A/B testing for ML models
|
|
- Model monitoring
|
|
- LLM integration and prompting
|
|
|
|
**Task Types:**
|
|
- `model-train`: Train ML model
|
|
- `model-deploy`: Deploy model to production
|
|
- `feature-eng`: Engineer features
|
|
- `model-monitor`: Set up model monitoring
|
|
- `llm-integrate`: Integrate LLM capabilities
|
|
|
|
**Quality Checks:**
|
|
- Model performance meets threshold
|
|
- Training reproducible
|
|
- Model versioned
|
|
- Monitoring alerts configured
|
|
|
|
---
|
|
|
|
### data-eng
|
|
**Capabilities:**
|
|
- ETL pipeline development
|
|
- Data warehousing (Snowflake, BigQuery, Redshift)
|
|
- dbt transformations
|
|
- Airflow/Dagster orchestration
|
|
- Data quality checks
|
|
- Schema design
|
|
- Data governance
|
|
|
|
**Task Types:**
|
|
- `etl-pipeline`: Build ETL pipeline
|
|
- `dbt-model`: Create dbt model
|
|
- `data-quality`: Implement data quality checks
|
|
- `warehouse-design`: Design warehouse schema
|
|
- `pipeline-monitor`: Monitor data pipelines
|
|
|
|
**Quality Checks:**
|
|
- Pipelines idempotent
|
|
- Data freshness SLA met
|
|
- Quality checks passing
|
|
- Documentation complete
|
|
|
|
---
|
|
|
|
### data-analytics
|
|
**Capabilities:**
|
|
- Business intelligence
|
|
- Dashboard creation (Metabase, Looker, Tableau)
|
|
- SQL analysis
|
|
- Metrics definition
|
|
- Self-serve analytics
|
|
- Data storytelling
|
|
|
|
**Task Types:**
|
|
- `dashboard`: Create analytics dashboard
|
|
- `metrics-define`: Define business metrics
|
|
- `analysis`: Perform ad-hoc analysis
|
|
- `self-serve`: Set up self-serve analytics
|
|
- `report`: Generate business report
|
|
|
|
**Quality Checks:**
|
|
- Metrics clearly defined
|
|
- Dashboards performant
|
|
- Data accurate
|
|
- Insights actionable
|
|
|
|
---
|
|
|
|
## Product Swarm (3 Agents)
|
|
|
|
### prod-pm
|
|
**Capabilities:**
|
|
- Product requirements documentation
|
|
- User story writing
|
|
- Backlog grooming and prioritization
|
|
- Roadmap planning
|
|
- Feature specifications
|
|
- Stakeholder communication
|
|
- Competitive analysis
|
|
|
|
**Task Types:**
|
|
- `prd-write`: Write product requirements
|
|
- `user-story`: Create user stories
|
|
- `backlog-groom`: Groom and prioritize backlog
|
|
- `roadmap`: Update product roadmap
|
|
- `spec`: Write feature specification
|
|
|
|
**Quality Checks:**
|
|
- Requirements clear and testable
|
|
- Acceptance criteria defined
|
|
- Priorities justified
|
|
- Stakeholders aligned
|
|
|
|
---
|
|
|
|
### prod-design
|
|
**Capabilities:**
|
|
- Design system creation
|
|
- UI/UX patterns
|
|
- Figma prototyping
|
|
- Accessibility design
|
|
- User research synthesis
|
|
- Design documentation
|
|
- Component library
|
|
|
|
**Task Types:**
|
|
- `design-system`: Create/update design system
|
|
- `prototype`: Create Figma prototype
|
|
- `ux-pattern`: Define UX pattern
|
|
- `accessibility`: Ensure accessible design
|
|
- `component`: Design component
|
|
|
|
**Quality Checks:**
|
|
- Design system consistent
|
|
- Prototypes tested
|
|
- WCAG compliant
|
|
- Components documented
|
|
|
|
---
|
|
|
|
### prod-techwriter
|
|
**Capabilities:**
|
|
- API documentation
|
|
- User guides and tutorials
|
|
- Release notes
|
|
- README files
|
|
- Architecture documentation
|
|
- Runbooks
|
|
- Knowledge base articles
|
|
|
|
**Task Types:**
|
|
- `api-docs`: Write API documentation
|
|
- `user-guide`: Create user guide
|
|
- `release-notes`: Write release notes
|
|
- `tutorial`: Create tutorial
|
|
- `architecture-doc`: Document architecture
|
|
|
|
**Quality Checks:**
|
|
- Documentation accurate
|
|
- Examples work
|
|
- Searchable and organized
|
|
- Up to date with code
|
|
|
|
---
|
|
|
|
## Review Swarm (3 Agents)
|
|
|
|
### review-code
|
|
**Capabilities:**
|
|
- Code quality assessment
|
|
- Design pattern recognition
|
|
- SOLID principles verification
|
|
- Code smell detection
|
|
- Maintainability scoring
|
|
- Duplication detection
|
|
- Complexity analysis
|
|
|
|
**Task Types:**
|
|
- `review-code`: Full code review
|
|
- `review-pr`: Pull request review
|
|
- `review-refactor`: Review refactoring changes
|
|
|
|
**Review Output Format:**
|
|
```json
|
|
{
|
|
"strengths": ["Well-structured modules", "Good test coverage"],
|
|
"issues": [
|
|
{
|
|
"severity": "Medium",
|
|
"description": "Function exceeds 50 lines",
|
|
"location": "src/auth.js:45",
|
|
"suggestion": "Extract validation logic to separate function"
|
|
}
|
|
],
|
|
"assessment": "PASS|FAIL"
|
|
}
|
|
```
|
|
|
|
**Model:** opus (required for deep analysis)
|
|
|
|
---
|
|
|
|
### review-business
|
|
**Capabilities:**
|
|
- Requirements alignment verification
|
|
- Business logic correctness
|
|
- Edge case identification
|
|
- User flow validation
|
|
- Acceptance criteria checking
|
|
- Domain model accuracy
|
|
|
|
**Task Types:**
|
|
- `review-business`: Business logic review
|
|
- `review-requirements`: Requirements alignment check
|
|
- `review-edge-cases`: Edge case analysis
|
|
|
|
**Review Focus:**
|
|
- Does implementation match PRD requirements?
|
|
- Are all acceptance criteria met?
|
|
- Are edge cases handled?
|
|
- Is domain logic correct?
|
|
|
|
**Model:** opus (required for requirements understanding)
|
|
|
|
---
|
|
|
|
### review-security
|
|
**Capabilities:**
|
|
- Vulnerability detection
|
|
- Authentication review
|
|
- Authorization verification
|
|
- Input validation checking
|
|
- Secret exposure detection
|
|
- Dependency vulnerability scanning
|
|
- OWASP Top 10 checking
|
|
|
|
**Task Types:**
|
|
- `review-security`: Full security review
|
|
- `review-auth`: Authentication/authorization review
|
|
- `review-input`: Input validation review
|
|
|
|
**Critical Issues (Always FAIL):**
|
|
- Hardcoded secrets/credentials
|
|
- SQL injection vulnerabilities
|
|
- XSS vulnerabilities
|
|
- Missing authentication
|
|
- Broken access control
|
|
- Sensitive data exposure
|
|
|
|
**Model:** opus (required for security analysis)
|
|
|
|
---
|
|
|
|
## Growth Swarm (4 Agents)
|
|
|
|
### growth-hacker
|
|
**Capabilities:**
|
|
- Growth experiment design
|
|
- Viral loop optimization
|
|
- Referral program design
|
|
- Activation optimization
|
|
- Retention strategies
|
|
- Churn prediction
|
|
- PLG (Product-Led Growth) tactics
|
|
|
|
**Task Types:**
|
|
- `growth-experiment`: Design growth experiment
|
|
- `viral-loop`: Optimize viral coefficient
|
|
- `referral-program`: Design referral system
|
|
- `activation`: Improve activation rate
|
|
- `retention`: Implement retention tactics
|
|
|
|
**Quality Checks:**
|
|
- Experiments statistically valid
|
|
- Metrics tracked
|
|
- Results documented
|
|
- Winners implemented
|
|
|
|
---
|
|
|
|
### growth-community
|
|
**Capabilities:**
|
|
- Community building
|
|
- Discord/Slack community management
|
|
- User-generated content programs
|
|
- Ambassador programs
|
|
- Community events
|
|
- Feedback collection
|
|
- Community analytics
|
|
|
|
**Task Types:**
|
|
- `community-setup`: Set up community platform
|
|
- `ambassador`: Create ambassador program
|
|
- `event`: Plan community event
|
|
- `ugc`: Launch UGC program
|
|
- `feedback-loop`: Implement feedback collection
|
|
|
|
**Quality Checks:**
|
|
- Community guidelines published
|
|
- Engagement metrics tracked
|
|
- Feedback actioned
|
|
- Community health monitored
|
|
|
|
---
|
|
|
|
### growth-success
|
|
**Capabilities:**
|
|
- Customer success workflows
|
|
- Health scoring
|
|
- Churn prevention
|
|
- Expansion revenue
|
|
- QBR (Quarterly Business Review)
|
|
- Customer journey mapping
|
|
- NPS and CSAT programs
|
|
|
|
**Task Types:**
|
|
- `health-score`: Implement health scoring
|
|
- `churn-prevent`: Churn prevention workflow
|
|
- `expansion`: Identify expansion opportunities
|
|
- `qbr`: Prepare QBR materials
|
|
- `nps`: Implement NPS program
|
|
|
|
**Quality Checks:**
|
|
- Health scores calibrated
|
|
- At-risk accounts identified
|
|
- NRR (Net Revenue Retention) tracked
|
|
- Customer feedback actioned
|
|
|
|
---
|
|
|
|
### growth-lifecycle
|
|
**Capabilities:**
|
|
- Email lifecycle marketing
|
|
- In-app messaging
|
|
- Push notification strategy
|
|
- Behavioral triggers
|
|
- Segmentation
|
|
- Personalization
|
|
- Re-engagement campaigns
|
|
|
|
**Task Types:**
|
|
- `lifecycle-email`: Create lifecycle email sequence
|
|
- `in-app`: Implement in-app messaging
|
|
- `push`: Design push notification strategy
|
|
- `segment`: Create user segments
|
|
- `re-engage`: Build re-engagement campaign
|
|
|
|
**Quality Checks:**
|
|
- Messages personalized
|
|
- Triggers tested
|
|
- Opt-out working
|
|
- Performance tracked
|
|
|
|
---
|
|
|
|
## Agent Communication Protocol
|
|
|
|
### Heartbeat (every 60s)
|
|
```json
|
|
{
|
|
"from": "agent-id",
|
|
"type": "heartbeat",
|
|
"timestamp": "ISO",
|
|
"status": "active|idle|working",
|
|
"currentTask": "task-id|null",
|
|
"metrics": {
|
|
"tasksCompleted": 5,
|
|
"uptime": 3600
|
|
}
|
|
}
|
|
```
|
|
|
|
### Task Claim
|
|
```json
|
|
{
|
|
"from": "agent-id",
|
|
"type": "task-claim",
|
|
"taskId": "uuid",
|
|
"timestamp": "ISO"
|
|
}
|
|
```
|
|
|
|
### Task Complete
|
|
```json
|
|
{
|
|
"from": "agent-id",
|
|
"type": "task-complete",
|
|
"taskId": "uuid",
|
|
"result": "success|failure",
|
|
"output": {},
|
|
"duration": 120,
|
|
"timestamp": "ISO"
|
|
}
|
|
```
|
|
|
|
### Blocker
|
|
```json
|
|
{
|
|
"from": "agent-id",
|
|
"to": "orchestrator",
|
|
"type": "blocker",
|
|
"taskId": "uuid",
|
|
"reason": "string",
|
|
"attemptedSolutions": [],
|
|
"timestamp": "ISO"
|
|
}
|
|
```
|
|
|
|
### Scale Request
|
|
```json
|
|
{
|
|
"from": "orchestrator",
|
|
"type": "scale-request",
|
|
"agentType": "eng-backend",
|
|
"count": 2,
|
|
"reason": "queue-depth",
|
|
"timestamp": "ISO"
|
|
}
|
|
```
|