Agents
Agents Reference
Complete reference for all 38 OrchestKit agents.
Agents Reference
OrchestKit includes 38 specialized agents — AI personas with curated tools, skills, and behavioral directives.
| Agent | Model | Description |
|---|---|---|
| Accessibility Specialist | sonnet | Accessibility expert who audits and implements WCAG 2.2 compliance, screen reader compatibility, and keyboard navigation patterns. Focuses on inclusive design, ARIA patterns, and automated a11y testing. Auto Mode keywords - accessibility, a11y, WCAG, screen reader, keyboard navigation, ARIA, inclusive design, contrast, focus management |
| Ai Safety Auditor | opus | AI safety and security auditor for LLM systems. Red teaming, prompt injection, jailbreak testing, guardrail validation, OWASP LLM compliance. Use for safety audit, security audit, red team, guardrails, jailbreak, prompt injection, OWASP LLM, vulnerabilities, penetration testing, mcp security, tool poisoning |
| Backend System Architect | sonnet | Backend architect who designs REST/GraphQL APIs, database schemas, microservice boundaries, and distributed systems. Focuses on scalability, security, performance optimization, and clean architecture patterns |
| Business Case Builder | sonnet | Business analyst who builds ROI projections, cost-benefit analyses, risk assessments, and investment justifications to support product decisions with financial rationale |
| Ci Cd Engineer | haiku | CI/CD specialist who designs and implements GitHub Actions workflows, GitLab CI pipelines, and automated deployment strategies. Focuses on build optimization, caching, matrix testing, and security scanning integration. Auto Mode keywords - CI/CD, pipeline, GitHub Actions, GitLab CI, workflow, build, deploy, artifact, cache, matrix testing, release automation |
| Code Quality Reviewer | sonnet | Quality assurance expert who reviews code for bugs, security vulnerabilities, performance issues, and compliance with best practices. Runs linting, type checking, ensures test coverage, and validates architectural patterns. Auto Mode keywords: test, review, quality, lint, security, coverage, audit, validate, CI, pipeline, check, verify, type-check |
| Data Pipeline Engineer | sonnet | Data pipeline specialist who generates embeddings, implements chunking strategies, manages vector indexes, and transforms raw data for AI consumption. Ensures data quality and optimizes batch processing for production scale |
| Database Engineer | sonnet | PostgreSQL specialist who designs schemas, creates migrations, optimizes queries, and configures pgvector/full-text search. Uses pg-aiguide MCP for best practices and produces Alembic migrations with proper constraints and indexes. Auto Mode keywords: database, schema, migration, PostgreSQL, pgvector, SQL, Alembic, index, constraint |
| Debug Investigator | sonnet | Debug specialist who performs systematic root cause analysis on bugs, errors, exceptions, crashes, and failures. Uses scientific method to isolate issues, traces execution paths, analyzes logs and stack traces |
| Demo Producer | sonnet | Universal demo video producer that creates polished marketing videos for any content - skills, agents, plugins, tutorials, CLI tools, or code walkthroughs. Uses VHS terminal recording and Remotion composition |
| Deployment Manager | sonnet | Release and deployment specialist who manages production releases, rollback procedures, feature flags, and blue-green deployments. Focuses on zero-downtime deployments and incident response. Auto Mode keywords - deployment, release, rollback, blue-green, canary, feature flag, zero-downtime, production, rollout, incident |
| Documentation Specialist | haiku | Technical writing and documentation expert. API docs, READMEs, technical guides, ADRs, changelogs, OpenAPI specs. Use for documentation, readme, api-docs, technical-writing, adr, changelog, openapi, swagger, doc-generation |
| Eval Runner | sonnet | LLM evaluation specialist who runs structured eval datasets, computes quality metrics using DeepEval/RAGAS, tracks regression across model versions, and reports to Langfuse for tracing and scoring |
| Event Driven Architect | opus | Event-driven architecture specialist who designs event sourcing systems, message queue topologies, and CQRS patterns. Focuses on Kafka, RabbitMQ, Redis Streams, FastStream, outbox pattern, and distributed transaction patterns. Auto Mode keywords - event sourcing, message queue, Kafka, RabbitMQ, pub/sub, CQRS, event-driven, async, saga, event store, outbox, CDC, Debezium |
| Frontend Performance Engineer | sonnet | Performance engineer who optimizes Core Web Vitals, analyzes bundles, profiles render performance, and sets up RUM |
| Frontend Ui Developer | sonnet | Frontend developer who builds React 19/TypeScript components with optimistic updates, concurrent features, Zod-validated APIs, exhaustive type safety, and modern 2026 patterns |
| Git Operations Engineer | haiku | Git operations specialist who manages branches, commits, rebases, merges, stacked PRs, and recovery operations. Ensures clean commit history and proper branching workflows. Auto Mode keywords - git, branch, commit, rebase, merge, stacked, recovery, reflog, cherry-pick, worktree, squash, reset |
| Infrastructure Architect | sonnet | Infrastructure as Code specialist who designs Terraform modules, Kubernetes manifests, and cloud architecture. Focuses on AWS/GCP/Azure patterns, networking, security groups, and cost optimization. Auto Mode keywords - infrastructure, Terraform, Kubernetes, AWS, GCP, Azure, VPC, EKS, RDS, cloud architecture, IaC |
| Llm Integrator | sonnet | LLM integration specialist who connects to OpenAI/Anthropic/Ollama APIs, designs prompt templates, implements function calling and streaming, and optimizes token costs with caching strategies |
| Market Intelligence | sonnet | Market research specialist who analyzes competitive landscapes, identifies market trends, sizes opportunities (TAM/SAM/SOM), and surfaces threats/opportunities to inform product strategy |
| Metrics Architect | sonnet | Metrics specialist who designs OKRs, KPIs, success criteria, and instrumentation plans to measure product outcomes and validate hypotheses |
| Monitoring Engineer | sonnet | Observability and monitoring specialist. Prometheus metrics, Grafana dashboards, alerting rules, distributed tracing, log aggregation, SLOs/SLIs. Use for monitoring, prometheus, grafana, alerting, tracing, opentelemetry, metrics, observability, logs, slo, sli |
| Multimodal Specialist | sonnet | Vision, audio, and video processing specialist who integrates GPT-5, Claude 4.5, Gemini 3, and Grok 4 for image analysis, transcription, and multimodal RAG |
| Prioritization Analyst | haiku | Prioritization specialist who scores features using RICE/ICE/WSJF frameworks, analyzes opportunity costs, manages backlog ranking, and recommends what to build next based on value and effort |
| Product Strategist | sonnet | Product strategy specialist who validates value propositions, aligns features with business goals, evaluates build/buy/partner decisions, and recommends go/no-go with strategic rationale |
| Prompt Engineer | sonnet | Expert prompt designer and optimizer. Chain-of-thought, few-shot learning, structured outputs, prompt versioning, A/B testing, cost optimization. Use for prompts, prompt-engineering, cot, few-shot, prompt design, prompt optimization, structured-output, a-b-testing, cost-optimization, prompt-testing, evaluation |
| Python Performance Engineer | sonnet | Python performance specialist who profiles, optimizes, and benchmarks Python applications. Focuses on memory optimization, async performance, database query optimization, caching strategies, and load testing |
| Rapid Ui Designer | sonnet | UI/UX designer specializing in rapid prototyping with Tailwind CSS. Creates design systems, component specifications, responsive layouts, and accessibility-compliant mockups that bridge design and implementation |
| Release Engineer | haiku | Release and versioning specialist who manages GitHub releases, milestones, changelogs, and semantic versioning. Handles release automation and project tracking. Auto Mode keywords - release, milestone, changelog, tag, version, semver, sprint, roadmap |
| Requirements Translator | haiku | Requirements specialist who transforms ambiguous ideas into clear PRDs, user stories with acceptance criteria, and scoped specifications ready for engineering handoff |
| Security Auditor | opus | Security specialist who scans for vulnerabilities, audits dependencies, checks OWASP Top 10 compliance, and identifies secrets/credentials in code. Returns actionable findings with severity and remediation steps. Auto Mode keywords - security, vulnerability, CVE, audit, OWASP, injection, XSS, CSRF, secrets, credentials, npm audit, pip-audit, bandit |
| Security Layer Auditor | opus | Security layer auditor who verifies defense-in-depth implementation across 8 security layers, from edge to storage, ensuring comprehensive protection. Auto Mode keywords - security layer, defense-in-depth, security audit, 8 layers |
| System Design Reviewer | opus | System design reviewer who evaluates implementation plans against scale, data, security, UX, and coherence criteria before code is written. Auto Mode keywords: system design, architecture review, scale, security review, implementation plan |
| Test Generator | sonnet | Test specialist who analyzes code coverage gaps, generates unit/integration tests, and creates test fixtures. Uses MSW for API mocking and VCR.py for HTTP recording. Produces runnable tests with meaningful assertions |
| Ui Feedback | sonnet | Processes UI annotations from agentation. Watches for new annotations, maps element paths to source code, implements fixes, and resolves annotations with summaries |
| Ux Researcher | sonnet | User research specialist who creates personas, maps user journeys, validates design decisions, and ensures features solve real user problems through data-driven insights and behavioral analysis. Auto- |
| Web Research Analyst | sonnet | Web research specialist using browser automation and Tavily API for competitive intelligence, market research, documentation capture, and technical reconnaissance |
| Workflow Architect | opus | Multi-agent workflow specialist who designs LangGraph pipelines, implements supervisor-worker patterns, manages state and checkpointing, and orchestrates RAG retrieval flows for complex AI systems. Auto- |
Zustand Patterns
Zustand 5.x state management with slices, middleware, Immer, useShallow, and persistence patterns for React applications. Use when building state management with Zustand.
Accessibility Specialist
Accessibility expert who audits and implements WCAG 2.2 compliance, screen reader compatibility, and keyboard navigation patterns. Focuses on inclusive design, ARIA patterns, and automated a11y testing. Auto Mode keywords - accessibility, a11y, WCAG, screen reader, keyboard navigation, ARIA, inclusive design, contrast, focus management
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