Agents
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OrchestKit agents
Agents defined under src/agents/ and callable via Agent(subagent_type=...) when the orchestkit plugin is loaded.
This file is partially generated. The list of agents below is maintained by scripts/list-invocable-agents.mjs. Run that script with --write to refresh after adding, removing, or relabeling an agent.
<!-- BEGIN-GENERATED: list-invocable-agents -->
Auto-generated by scripts/list-invocable-agents.mjs. Do not edit between the BEGIN/END markers below; run node scripts/list-invocable-agents.mjs --write to refresh.
Decision tree — which agent for which task
CI / workflow change? → ci-cd-engineer
Python/backend service? → backend-system-architect
React/Next.js component? → frontend-ui-developer
Security audit / OWASP? → security-auditor
Test generation? → test-generator
Database schema? → database-engineer
Infrastructure / IaC? → infrastructure-architect
LLM / RAG / prompt work? → llm-integrator
Design to React? → design-to-code skill (NOT an agent)
Explore codebase? → Explore (built-in)
Unsure OR mixed concerns? → workflow-architectAgent registry (37 agents)
| Agent | Category | Model | Effort | When to spawn |
|---|---|---|---|---|
backend-system-architect | backend | inherit | medium | Backend architect: REST/GraphQL APIs, database schemas, microservice boundaries, distributed systems, clean… |
database-engineer | backend | sonnet | medium | PostgreSQL specialist: schema design, migrations, query optimization, pgvector/full-text search, Alembic mi… |
event-driven-architect | backend | opus | medium | Event-driven architecture specialist who designs event sourcing systems, message queue topologies, and CQRS… |
python-performance-engineer | backend | inherit | medium | Python performance: profiling, memory optimization, async performance, database query optimization, caching… |
data-pipeline-engineer | data | haiku | low | Data pipeline specialist: embeddings, chunking strategies, vector indexes, data transformation for AI consu… |
demo-producer | design | sonnet | medium | Universal demo video producer that creates polished marketing videos for any content - skills, agents, plug… |
system-design-reviewer | design | opus | medium | System design reviewer who evaluates implementation plans against scale, data, security, UX, and coherence … |
ci-cd-engineer | devops | inherit | medium | CI/CD specialist: GitHub Actions, GitLab CI pipelines, deployment automation, build optimization, caching, … |
deployment-manager | devops | haiku | low | Deployment specialist: production releases, rollback procedures, feature flags, blue-green/zero-downtime de… |
infrastructure-architect | devops | inherit | medium | Infrastructure as Code specialist who designs Terraform modules, Kubernetes manifests, and cloud architectu… |
monitoring-engineer | devops | haiku | low | Observability and monitoring specialist. Prometheus metrics, Grafana dashboards, alerting rules, distribute… |
release-engineer | devops | haiku | low | Release and versioning specialist who manages GitHub releases, milestones, changelogs, and semantic version… |
accessibility-specialist | frontend | sonnet | medium | Accessibility expert: WCAG 2.2 audits, screen reader compat, keyboard navigation, ARIA patterns, automated … |
claude-design-orchestrator | frontend | sonnet | high | Parses claude.ai/design handoff bundles: validates schema, dedups proposed components against the codebase … |
component-curator | frontend | inherit | low | Component library curator: audits project component usage, searches 21st.dev registry for alternatives, tra… |
design-context-extractor | frontend | inherit | low | Design context extraction: analyzes screenshots, URLs, or live apps to extract color palettes, typography, … |
design-system-architect | frontend | inherit | medium | Design system architect: token hierarchies, theming strategies, component library design, Figma-to-code pip… |
frontend-performance-engineer | frontend | sonnet | medium | Performance engineer who optimizes Core Web Vitals, analyzes bundles, profiles render performance, and sets… |
frontend-ui-developer | frontend | inherit | medium | Frontend developer: React 19/TypeScript components, optimistic updates, Zod-validated APIs, design system t… |
genui-architect | frontend | inherit | medium | Generative UI and json-render catalog specialist. Designs Zod-typed catalogs, selects shadcn components, co… |
ui-feedback | frontend | sonnet | low | UI annotation and feedback processor. Watches for new annotations from agentation, maps element paths to so… |
git-operations-engineer | git | haiku | low | Git operations: branch management, rebases, merges, stacked PRs, recovery operations, clean commit history. |
llm-integrator | llm | sonnet | medium | LLM integration: OpenAI/Anthropic/Ollama APIs, prompt templates, function calling, streaming, token cost op… |
multimodal-specialist | llm | sonnet | medium | Vision, audio, video generation, and multimodal processing specialist who integrates Claude Opus 4.6, GPT-5… |
workflow-architect | llm | opus | high | Multi-agent workflow: LangGraph pipelines, supervisor-worker patterns, state/checkpointing, RAG orchestration. |
market-intelligence | product | haiku | low | Market research: competitive landscapes, market trends, TAM/SAM/SOM sizing, threat/opportunity analysis. |
product-strategist | product | inherit | medium | Product strategist: value proposition validation, feature-business alignment, build/buy/partner decisions, … |
web-research-analyst | research | sonnet | medium | Web research: browser automation, Tavily API, competitive intelligence, documentation capture, technical re… |
ai-safety-auditor | security | opus | medium | AI safety and security auditor for LLM systems. Red teaming, prompt injection, jailbreak testing, guardrail… |
security-auditor | security | opus | medium | Security auditor: vulnerability scanning, dependency audits, OWASP Top 10 compliance, secrets detection, re… |
security-layer-auditor | security | opus | medium | Security layer auditor who verifies defense-in-depth implementation across 8 security layers, from edge to … |
code-quality-reviewer | testing | inherit | medium | Code quality reviewer: bug detection, security vulnerabilities, performance issues, linting, type checking,… |
debug-investigator | testing | sonnet | medium | Debug specialist: systematic root cause analysis, execution path tracing, log and stack trace analysis. |
emulate-engineer | testing | inherit | medium | Stateful API emulation via Vercel emulate 0.4+. Seeds GitHub/Vercel/Google/Slack/Apple/Entra/AWS/MongoDB/Ok… |
eval-runner | testing | haiku | low | LLM evaluation specialist who runs structured eval datasets, computes quality metrics using DeepEval/RAGAS,… |
expect-agent | testing | sonnet | high | Browser test execution: runs diff-aware test plans via agent-browser with ARIA selectors, status protocol, … |
test-generator | testing | inherit | medium | Test specialist: coverage gap analysis, unit/integration test generation, fixtures, API mocking (MSW), HTTP… |
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Agents Reference
Complete reference for all 38 OrchestKit agents.
Accessibility Specialist
Accessibility expert: WCAG 2.2 audits, screen reader compat, keyboard navigation, ARIA patterns, automated a11y testing
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