--- name: workflow description: "Starts and manages autonomous agent workflows. Triggers: workflow, start workflow, autonomous agents, agent pipeline." user-invocable: true effort: max argument-hint: "[type] [task description]" context: fork agent: orchestrator model: opus allowed-tools: Bash, Read, Write, Edit, Glob, Grep, Agent, TeamCreate, TeamDelete, SendMessage, TaskCreate, TaskList, TaskUpdate, TaskGet, TaskOutput, TaskStop --- # /workflow - Autonomous Agent Workflow $ARGUMENTS ## Step 1 — Select workflow type ``` Is production DOWN? → incident-response Performance degraded >50%? → performance-optimization Bug spanning multiple layers? → debugging Warning / trend? → proactive-troubleshooting Planned infra change? → infrastructure-change Planned app deploy? → application-deploy New feature (full stack)? → feature-development New feature (backend only)? → backend-feature New feature (frontend only)? → frontend-feature New API endpoint? → api-design Schema / migration change? → database-evolution Boost test coverage? → test-coverage Security assessment? → security-audit Exploring unfamiliar codebase? → codebase-onboarding Technical research / spike? → spike ``` ## Step 2 — Define success criteria (MANDATORY) Cannot proceed without: ```yaml Deliverables: [what outputs are expected] Verification: [how to verify — tests, metrics, commands] Definition of done: [quality bar] ``` Present to user and wait for approval. ## Step 3 — Spawn agents via Agent tool Launch agents **in parallel where independent, sequentially where dependent**. Use the `Agent` tool — never do the work inline. --- ### Existing workflows **`debugging`** ``` # Sequential diagnosis: Agent(subagent_type="debugger", prompt="Diagnose issue, 5 Whys, propose solution options. READ-ONLY.") Agent(subagent_type="explorer-agent", prompt="Trace call path across layers. READ-ONLY.") # Parallel fix: Agent(subagent_type="backend-specialist", prompt="Implement fix. Own files: src/") Agent(subagent_type="test-engineer", prompt="Write regression test. Own files: tests/") # Sequential: Agent(subagent_type="documenter", prompt="Document in kb/troubleshooting/ if recurring.") ``` **`incident-response`** ``` Agent(subagent_type="incident-responder", prompt="Triage, root cause, immediate mitigation. READ-ONLY.") # After triage: Agent(subagent_type="backend-specialist", prompt="Apply fix. Own files: src/") Agent(subagent_type="documenter", prompt="Write postmortem (MANDATORY). Own files: kb/") ``` **`performance-optimization`** ``` Agent(subagent_type="performance-optimizer", prompt="Profile, identify bottlenecks, propose fixes. READ-ONLY.") Agent(subagent_type="backend-specialist", prompt="Implement optimizations. Own files: src/") Agent(subagent_type="test-engineer", prompt="Benchmark before/after. Own files: tests/benchmarks/") Agent(subagent_type="documenter", prompt="Document baseline and results. Own files: kb/") ``` **`infrastructure-change`** ``` Agent(subagent_type="infrastructure-architect", prompt="Design change, create architecture note. Own files: docs/") Agent(subagent_type="devops-implementer", prompt="Implement infra changes. Own files: docker/, .github/, infra/") Agent(subagent_type="security-auditor", prompt="Review for security issues. READ-ONLY.") Agent(subagent_type="test-engineer", prompt="Smoke tests and health checks. Own files: tests/") Agent(subagent_type="documenter", prompt="Runbook + deployment docs. Own files: kb/") ``` **`application-deploy`** ``` Agent(subagent_type="devops-implementer", prompt="Execute deployment. Own files: .github/, scripts/") Agent(subagent_type="test-engineer", prompt="Post-deploy smoke tests.") Agent(subagent_type="documenter", prompt="Release notes. Own files: kb/") ``` **`proactive-troubleshooting`** ``` Agent(subagent_type="debugger", prompt="Investigate warning/trend, assess risk. READ-ONLY.") Agent(subagent_type="performance-optimizer", prompt="Check performance metrics. READ-ONLY.") Agent(subagent_type="backend-specialist", prompt="Apply preventive fix if needed. Own files: src/") Agent(subagent_type="documenter", prompt="Update monitoring/alerting docs. Own files: kb/") ``` --- ### New workflows **`feature-development`** — full stack feature, plan → implement → test → ship ``` # Sequential planning: Agent(subagent_type="project-planner", prompt="Requirements, acceptance criteria, task breakdown. Own files: docs/") Agent(subagent_type="explorer-agent", prompt="Find integration points in codebase. READ-ONLY.") # Parallel implementation: Agent(subagent_type="backend-specialist", prompt="API routes, business logic, data layer. Own files: src/api/, src/services/") Agent(subagent_type="frontend-specialist", prompt="UI components, state management. Own files: src/components/, src/pages/") Agent(subagent_type="database-architect", prompt="Schema changes + migrations if needed. Own files: migrations/") # Parallel validation: Agent(subagent_type="test-engineer", prompt="Unit + integration tests. Own files: tests/") Agent(subagent_type="security-auditor", prompt="Security review of new attack surface. READ-ONLY.") # Sequential finalization: Agent(subagent_type="documenter", prompt="API docs, KB update, changelog. Own files: kb/, docs/") ``` **`backend-feature`** — backend only: API + logic + tests ``` Agent(subagent_type="explorer-agent", prompt="Find integration points and patterns. READ-ONLY.") Agent(subagent_type="backend-specialist", prompt="Implement endpoint + business logic. Own files: src/") Agent(subagent_type="database-architect", prompt="Schema/query changes if needed. Own files: migrations/") Agent(subagent_type="test-engineer", prompt="Unit + integration tests. Own files: tests/") Agent(subagent_type="security-auditor", prompt="Auth/authz, input validation review. READ-ONLY.") ``` **`frontend-feature`** — UI feature: component + state + tests ``` Agent(subagent_type="explorer-agent", prompt="Find existing components and patterns. READ-ONLY.") Agent(subagent_type="frontend-specialist", prompt="Build component, state, routing. Own files: src/components/, src/pages/") Agent(subagent_type="test-engineer", prompt="Component tests, E2E if needed. Own files: tests/") Agent(subagent_type="documenter", prompt="Component docs / Storybook if applicable.") ``` **`api-design`** — design + implement + test + document a new API ``` # Sequential design: Agent(subagent_type="tech-lead", prompt="API contract, versioning, error format. Own files: docs/api-spec.md") Agent(subagent_type="database-architect", prompt="Data model for new resources. Own files: migrations/") # Parallel implementation + validation: Agent(subagent_type="backend-specialist", prompt="Implement endpoint, validation, business logic. Own files: src/") Agent(subagent_type="test-engineer", prompt="Contract tests, integration tests. Own files: tests/") Agent(subagent_type="security-auditor", prompt="Auth/authz, rate limiting, input validation. READ-ONLY.") Agent(subagent_type="performance-optimizer", prompt="Response time benchmark. READ-ONLY.") # Sequential: Agent(subagent_type="documenter", prompt="OpenAPI spec, API reference docs. Own files: docs/") ``` **`database-evolution`** — schema change: design + migrate + update code + validate ``` # Sequential analysis: Agent(subagent_type="database-architect", prompt="Design schema change, migration + rollback plan. Own files: migrations/") Agent(subagent_type="explorer-agent", prompt="Find all code referencing affected tables/columns. READ-ONLY.") # Parallel implementation: Agent(subagent_type="backend-specialist", prompt="Update ORM models, queries, data access layer. Own files: src/") Agent(subagent_type="test-engineer", prompt="Migration tests, data integrity checks. Own files: tests/") # Parallel validation: Agent(subagent_type="performance-optimizer", prompt="EXPLAIN ANALYZE on new queries, index efficiency. READ-ONLY.") Agent(subagent_type="security-auditor", prompt="SQL injection vectors in new query patterns. READ-ONLY.") # Sequential: Agent(subagent_type="documenter", prompt="Update schema docs, migration changelog. Own files: kb/") ``` **`test-coverage`** — systematically boost test coverage for a module ``` # Sequential analysis: Agent(subagent_type="explorer-agent", prompt="Map untested code paths, find coverage gaps. READ-ONLY.") # Parallel writing: Agent(subagent_type="test-engineer", prompt="Write unit tests for uncovered functions. Own files: tests/unit/") Agent(subagent_type="backend-specialist", prompt="Add integration test fixtures, mock external services. Own files: tests/integration/") # Sequential review: Agent(subagent_type="code-reviewer", prompt="Review test quality — no false positives, deterministic. READ-ONLY.") ``` **`security-audit`** — comprehensive multi-vector security assessment ``` # Sequential recon: Agent(subagent_type="explorer-agent", prompt="Map attack surface, entry points, data flows. READ-ONLY.") # Parallel audit: Agent(subagent_type="security-auditor", prompt="Run /cve-scan first, then OWASP Top 10, injection, auth review. READ-ONLY.") Agent(subagent_type="code-reviewer", prompt="Secrets in code, error handling, logging gaps. READ-ONLY.") Agent(subagent_type="devops-implementer", prompt="Infra misconfig, Docker hardening, network. READ-ONLY.") Agent(subagent_type="database-architect", prompt="SQL injection vectors, access controls, encryption. READ-ONLY.") # Sequential: Agent(subagent_type="tech-lead", prompt="Prioritize findings including CVE scan results, assign severity (CVSS).") Agent(subagent_type="documenter", prompt="Security audit report + CVE inventory + remediation checklist. Own files: kb/") ``` **`codebase-onboarding`** — understand an unfamiliar codebase fast (READ-ONLY) ``` # Parallel discovery: Agent(subagent_type="explorer-agent", prompt="Project structure, tech stack, entry points. READ-ONLY.") Agent(subagent_type="tech-lead", prompt="Architecture patterns, design decisions, conventions. READ-ONLY.") Agent(subagent_type="database-architect", prompt="Data model, relationships, migration history. READ-ONLY.") # Parallel analysis: Agent(subagent_type="test-engineer", prompt="Test coverage, test patterns, CI pipeline. READ-ONLY.") Agent(subagent_type="security-auditor", prompt="Current security posture, credential management. READ-ONLY.") # Sequential synthesis: Agent(subagent_type="documenter", prompt="Write onboarding guide + architecture overview. Own files: docs/ONBOARDING.md") ``` **`spike`** — time-boxed technical research to inform a decision ``` # Parallel research: Agent(subagent_type="explorer-agent", prompt="Existing codebase patterns relevant to decision. READ-ONLY.") Agent(subagent_type="tech-lead", prompt="Architecture implications, trade-off analysis. READ-ONLY.") Agent(subagent_type="backend-specialist", prompt="Implementation feasibility, proof of concept.") # Sequential evaluation: Agent(subagent_type="security-auditor", prompt="Security implications of each option. READ-ONLY.") Agent(subagent_type="performance-optimizer", prompt="Performance implications of each option. READ-ONLY.") # Sequential decision: Agent(subagent_type="tech-lead", prompt="Comparison matrix, recommendation.") Agent(subagent_type="documenter", prompt="Write architecture note + spike findings. Own files: kb/reference/") ``` --- ## Step 4 — Track status | Event | Action | |-------|--------| | Agent started | `TaskUpdate(status="in_progress")` | | Agent complete | `TaskUpdate(status="completed")` | | Blocked | Document blocker, reassign or escalate | ## Step 5 — Exit gate Workflow is NOT done until: - [ ] Tests pass - [ ] Documentation updated in `kb/` - [ ] Postmortem written (incident-response only) - [ ] Plan archived to `kb/history/completed/` ## Devil's Advocate (workflows >1h) Before implementation: - What could go wrong? - Hidden costs / tech debt? - At least 3 alternatives considered?