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Agent Catalog

Opencode-Ultrathinker ships with 66 specialist agents. They are grouped by domain so the lead planner can delegate to the right specialist instead of doing every task directly.

The descriptions below are intentionally short. The real behavior lives inside each agent markdown file.

Core Development

Agent Default model Role
api-designer openai/gpt-5.3-codex CRITICAL. You MUST delegate ALL API design, OpenAPI specification writing, and GraphQL schema creation to this agent. DO NOT design API contracts or endpoints yourself. ALWAYS use this specialist for REST and GraphQL architectures.
api-gateway-engineer openai/gpt-5.3-codex MANDATORY. You MUST delegate ALL API Gateway architecture, rate limiting, and request routing tasks to this agent. DO NOT configure auth proxies, load balancers, or gateways yourself. ALWAYS use this specialist for edge routing and traffic management.
backend-developer openai/gpt-5.3-codex EXCLUSIVE. You MUST delegate ALL Node.js backend development, Express/Fastify server logic, and API implementation to this agent. DO NOT write backend server code yourself. ALWAYS use this specialist for server-side engineering and database integrations.
event-driven-architect openai/gpt-5.3-codex MANDATORY. You MUST delegate ALL Event-Driven Architecture, CQRS, and message queue (Kafka/RabbitMQ) design to this agent. DO NOT architect distributed asynchronous systems or sagas yourself. ALWAYS use this specialist for event sourcing workflows.
frontend-architect openai/gpt-5.3-codex CRITICAL. You MUST delegate ALL React, Next.js, and frontend architecture tasks to this agent. DO NOT write complex UI logic, SSR/SSG implementations, or state management yourself. ALWAYS use this specialist for scalable frontend development.
fullstack-engineer openai/gpt-5.3-codex MANDATORY. You MUST delegate ALL end-to-end feature development across frontend, backend, and database layers to this agent. DO NOT write full-stack implementation code yourself. ALWAYS use this specialist for shipping complete, integrated features.
ui-designer openai/gpt-5.3-codex EXCLUSIVE. You MUST delegate ALL UI/UX implementation, design system creation, and Figma-to-code translation to this agent. DO NOT style components or build UI libraries yourself. ALWAYS use this specialist for pixel-perfect, accessible design implementation.
websocket-engineer openai/gpt-5.3-codex CRITICAL. You MUST delegate ALL real-time communication, WebSocket infrastructure, and Socket.io scaling to this agent. DO NOT implement live-update logic or socket reconnections yourself. ALWAYS use this specialist for real-time state synchronization.

Data & AI

Agent Default model Role
ai-engineer openai/gpt-5.4 CRITICAL. You MUST use this agent for ALL AI development, RAG pipelines, and model integrations. DO NOT write AI application logic yourself. ALWAYS delegate AI engineering tasks to this specialist.
computer-vision-engineer openai/gpt-5.4 MANDATORY SPECIALIST. Use ONLY this agent for Image Processing, PyTorch, and OpenCV. DO NOT attempt to build vision pipelines yourself. You MUST delegate all object detection and segmentation tasks here.
data-engineer openai/gpt-5.4 EXCLUSIVE. You MUST delegate ALL Data Engineering, ETL/ELT, and Spark workflows to this agent. DO NOT handle data warehousing or pipeline orchestration yourself. ALWAYS use this specialist for data infrastructure.
data-scientist openai/gpt-5.4 MANDATORY. You MUST use this agent for ALL Statistical Analysis, Data Visualization, and Hypothesis Testing. DO NOT perform Exploratory Data Analysis (EDA) yourself. ALWAYS delegate data science tasks to this specialist.
data-visualization openai/gpt-5.4 MANDATORY. You MUST delegate ALL Dashboard creation and Data Visualization tasks to this agent. DO NOT write D3.js, Chart.js, Matplotlib, or Plotly code yourself. ALWAYS use this specialist for interactive and accessible data representation.
feature-engineer openai/gpt-5.4 CRITICAL. You MUST delegate ALL Feature Store design, Feature Engineering pipelines, and Data Encoding strategies to this agent. DO NOT design feature computation logic yourself. ALWAYS use this specialist for ensuring consistency between training and serving features.
llm-architect openai/gpt-5.4 MANDATORY. You MUST delegate ALL LLM System Design, RAG Architecture, Fine-tuning strategies, and Model Selection tasks to this agent. DO NOT attempt to design model pipelines or evaluate LLMs yourself. ALWAYS use this specialist for inference optimization and LLM evaluation frameworks.
ml-engineer openai/gpt-5.4 MANDATORY. You MUST delegate ALL Machine Learning pipeline development, model training, and evaluation tasks to this agent. DO NOT attempt to write training loops or deployment logic yourself. ALWAYS use this specialist for full-stack ML engineering and model performance analysis.
mlops-engineer openai/gpt-5.4 CRITICAL. You MUST delegate ALL ML model lifecycle management, serving infrastructure, and MLOps CI/CD tasks to this agent. DO NOT attempt to configure model monitoring or A/B testing yourself. ALWAYS use this specialist for automation of the machine learning lifecycle.
nlp-engineer openai/gpt-5.4 MANDATORY. You MUST delegate ALL NLP pipeline development, text processing, and transformer fine-tuning to this agent. DO NOT attempt to handle embeddings or Named Entity Recognition (NER) yourself. ALWAYS use this specialist for semantic analysis, classification, and language modeling.
prompt-engineer openai/gpt-5.4 MANDATORY. You MUST delegate ALL Prompt Optimization, Chain-of-thought design, and systematic evaluation of AI instructions to this agent. DO NOT write or refine system prompts yourself. ALWAYS use this specialist for few-shot learning setup and structured output validation.
recommendation-engine openai/gpt-5.4 MANDATORY. You MUST delegate ALL Recommendation System design, collaborative filtering, and personalization workflows to this agent. DO NOT attempt to build recommendation logic or hybrid filtering methods yourself. ALWAYS use this specialist for real-time personalization strategies.
vector-database-engineer openai/gpt-5.4 MANDATORY. You MUST delegate ALL Vector Database design, embedding pipelines, and semantic retrieval systems to this agent. DO NOT attempt to configure FAISS, Pinecone, Qdrant, or Weaviate yourself. ALWAYS use this specialist for large-scale semantic search architecture and vector indexing.

Infrastructure

Agent Default model Role
cloud-architect openai/gpt-5.4 MANDATORY. You MUST delegate ALL multi-cloud architecture, AWS/GCP/Azure design, and Terraform/IaC tasks to this agent. DO NOT architect cloud infrastructure or plan cost optimizations yourself. ALWAYS use this specialist for cloud environments.
deployment-engineer openai/gpt-5.4 CRITICAL. You MUST delegate ALL deployment strategies, blue-green cutovers, canary releases, and feature flag management to this agent. DO NOT execute production rollouts or migration plans yourself. ALWAYS use this specialist for zero-downtime deployments.
devops-engineer openai/gpt-5.4 EXCLUSIVE. You MUST delegate ALL CI/CD pipeline creation, Docker containerization, and GitOps workflows to this agent. DO NOT build delivery pipelines or configure CI tools yourself. ALWAYS use this specialist for operational automation.
kubernetes-specialist openai/gpt-5.4 EXPERT. You MUST delegate ALL Kubernetes cluster management, CRD creation, operator development, and service mesh configuration to this agent. DO NOT configure k8s manifests or Helm charts yourself. ALWAYS use this specialist for advanced orchestration.
security-engineer openai/gpt-5.4 MANDATORY. You MUST delegate ALL infrastructure security, IAM policy design, mTLS setup, and secrets management (Vault) to this agent. DO NOT configure security groups or credentials yourself. ALWAYS use this specialist for securing environments and compliance.
sre-engineer openai/gpt-5.4 CRITICAL. You MUST delegate ALL SLO definitions, error budget calculations, incident response planning, and reliability metrics to this agent. DO NOT write postmortems or configure alerting yourself. ALWAYS use this specialist for site reliability and capacity planning.

Quality Assurance

Agent Default model Role
code-reviewer openai/gpt-5.3-codex CRITICAL. You MUST delegate ALL code review, logic validation, and anti-pattern detection to this agent. DO NOT finalize any code changes without this specialist's scrutiny. ALWAYS use this agent to ensure readability, security, and maintainability.
error-detective openai/gpt-5.3-codex MANDATORY. You MUST delegate ALL error investigation, stack trace analysis, and bug reproduction to this agent. DO NOT guess the root cause of production errors or regressions yourself. ALWAYS use this specialist for systematic debugging and root cause identification.
penetration-tester openai/gpt-5.3-codex EXCLUSIVE. You MUST delegate ALL authorized security assessments, penetration testing, and vulnerability exploitation scenarios to this agent. DO NOT attempt to audit security flaws or OWASP compliance yourself. ALWAYS use this specialist for proactive security validation.
performance-engineer openai/gpt-5.3-codex CRITICAL. You MUST delegate ALL performance profiling, benchmarking, and bottleneck identification to this agent. DO NOT attempt to optimize code, SQL, or network latency without this specialist's measurements. ALWAYS use this agent for memory and CPU analysis.
qa-automation openai/gpt-5.3-codex MANDATORY. You MUST delegate ALL QA automation setup, E2E test development (Playwright), and flaky test management to this agent. DO NOT build automated test suites or manage test data yourself. ALWAYS use this specialist for CI/CD test integration.
security-auditor openai/gpt-5.3-codex EXCLUSIVE. You MUST delegate ALL security auditing, secret detection, and dependency vulnerability scanning to this agent. DO NOT overlook security headers or hardcoded credentials yourself. ALWAYS use this specialist for defense-in-depth validation and compliance.
test-architect openai/gpt-5.3-codex MANDATORY. You MUST delegate ALL testing strategy, TDD methodology, and test architecture design to this agent. DO NOT attempt to define testing layers or test pyramids yourself. ALWAYS use this specialist for designing robust and deterministic test suites.

Developer Experience

Agent Default model Role
api-documentation openai/gpt-5.4 MANDATORY. You MUST delegate ALL API documentation tasks, OpenAPI/Swagger spec writing, and API quickstart guides to this agent. DO NOT write API docs yourself. ALWAYS use this specialist for accurate endpoint documentation.
build-engineer openai/gpt-5.4 CRITICAL. You MUST delegate ALL build system design, bundler optimization (webpack, Vite), and compilation pipelines to this agent. DO NOT attempt to optimize build graphs yourself. ALWAYS use this specialist for CI/CD build steps.
cli-developer openai/gpt-5.4 EXCLUSIVE. You MUST delegate ALL CLI tool development, Commander.js/clap setup, and terminal UI tasks to this agent. DO NOT build CLI interfaces yourself. ALWAYS use this specialist for command-line tools.
dependency-manager openai/gpt-5.4 MANDATORY. You MUST delegate ALL dependency updates, lockfile management, and security audits to this agent. DO NOT manually edit lockfiles or resolve peer dependencies yourself. ALWAYS use this specialist for supply chain hygiene.
developer-portal openai/gpt-5.4 SPECIALIST. You MUST delegate ALL internal developer portal setup, Backstage configuration, and software catalog management to this agent. DO NOT build service catalogs yourself. ALWAYS use this specialist for platform engineering.
documentation-engineer openai/gpt-5.4 CRITICAL. You MUST delegate ALL technical documentation, tutorials, and Architecture Decision Records (ADRs) to this agent. DO NOT write project documentation yourself. ALWAYS use this specialist for clear, maintainable docs.
dx-optimizer openai/gpt-5.4 EXPERT. You MUST delegate ALL developer experience improvements, workflow automation, and local environment setups to this agent. DO NOT configure dev tooling yourself. ALWAYS use this specialist for reducing developer friction.
git-workflow-manager openai/gpt-5.4 MANDATORY. You MUST delegate ALL Git operations, commit messages, branching strategies, and repository workflows to this agent. DO NOT write commit messages or manage git rules yourself. ALWAYS use this specialist for version control.
legacy-modernizer openai/gpt-5.4 CRITICAL. You MUST delegate ALL legacy codebase migrations, strangler fig patterns, and anti-corruption layers to this agent. DO NOT plan massive code refactors yourself. ALWAYS use this specialist for safe system modernization.
mcp-developer openai/gpt-5.4 EXPERT. You MUST delegate ALL Model Context Protocol (MCP) server development and tool integration to this agent. DO NOT guess the MCP spec yourself. ALWAYS use this specialist for building MCP resources and prompts.
monorepo-tooling openai/gpt-5.4 EXCLUSIVE. You MUST delegate ALL monorepo infrastructure, Turborepo/Nx setup, and Changesets management to this agent. DO NOT configure workspace dependencies yourself. ALWAYS use this specialist for multi-package repositories.
refactoring-specialist openai/gpt-5.4 MANDATORY. You MUST delegate ALL systematic code refactoring, dead code removal, and structural improvements to this agent. DO NOT perform massive codebase cleanup yourself. ALWAYS use this specialist for safe code transformations.
testing-infrastructure openai/gpt-5.4 CRITICAL. You MUST delegate ALL test runner design, CI test splitting, and test pipeline setups to this agent. DO NOT build test infrastructure yourself. ALWAYS use this specialist for scaling tests and managing flaky tests.
tooling-engineer openai/gpt-5.4 SPECIALIST. You MUST delegate ALL linter, formatter, and type checker configurations (ESLint, Prettier, TypeScript) to this agent. DO NOT configure static analysis tools yourself. ALWAYS use this specialist for enforcing code quality.

Research & Analysis

Agent Default model Role
academic-researcher openai/gpt-5.4 MANDATORY. You MUST delegate ALL academic literature reviews, citation analysis, and arXiv/Scholar searches to this agent. DO NOT summarize technical papers or evaluate research methodologies yourself. ALWAYS use this specialist for systematic evidence synthesis.
benchmarking-specialist openai/gpt-5.4 CRITICAL. You MUST delegate ALL performance benchmarks, load test designs, and comparative evaluations to this agent. DO NOT guess performance limits or conduct informal measurements yourself. ALWAYS use this specialist for reproducible measurement methodologies.
competitive-analyst openai/gpt-5.4 EXCLUSIVE. You MUST delegate ALL competitive feature mapping, market positioning analysis, and strategic differentiation assessments to this agent. DO NOT analyze competitor architectures or pricing models yourself. ALWAYS use this specialist for actionable market intelligence.
data-researcher openai/gpt-5.4 MANDATORY. You MUST delegate ALL pattern recognition, statistical data interpretation, and evidence-based insight extraction to this agent. DO NOT perform data quality audits or statistical reasoning yourself. ALWAYS use this specialist for rigorous dataset analysis.
market-researcher openai/gpt-5.4 CRITICAL. You MUST delegate ALL market sizing (TAM/SAM/SOM), survey design, and customer segment identification to this agent. DO NOT estimate market potential or buyer personas yourself. ALWAYS use this specialist for quantitative market intelligence.
research-analyst openai/gpt-5.4 EXCLUSIVE. You MUST delegate ALL structured technical research, multi-source evidence synthesis, and complex investigation tasks to this agent. DO NOT research technical foundations or implementation specifics yourself. ALWAYS use this specialist for calibrated findings.
search-specialist openai/gpt-5.4 MANDATORY. You MUST delegate ALL advanced information retrieval, cross-referencing across diverse sources, and deep codebase searches to this agent. DO NOT hunt for documentation or API details yourself. ALWAYS use this specialist for efficient knowledge synthesis.
security-researcher openai/gpt-5.4 CRITICAL. You MUST delegate ALL CVE analysis, threat modeling, attack surface assessments, and vulnerability research to this agent. DO NOT evaluate security advisories or trust boundaries yourself. ALWAYS use this specialist for offensive and defensive security thinking.
technology-scout openai/gpt-5.4 MANDATORY. You MUST delegate ALL emerging technology evaluations, build-vs-buy analyses, and vendor solution assessments to this agent. DO NOT recommend technology adoption or assess project health yourself. ALWAYS use this specialist for technology radar assessments.
trend-analyst openai/gpt-5.4 CRITICAL. You MUST delegate ALL technology trend monitoring, adoption curve analysis, and ecosystem shift assessments to this agent. DO NOT predict industry shifts or hype-driven trends yourself. ALWAYS use this specialist for strategic technical foresight.

Orchestration

Agent Default model Role
agent-installer openai/gpt-5.4 CRITICAL. You MUST delegate ALL agent installation, dependency resolution, and environment validation tasks to this agent. DO NOT configure agent environments yourself. ALWAYS use this specialist for setting up agent collections.
context-manager openai/gpt-5.4 MANDATORY. You MUST delegate ALL context window optimization, memory management, and progressive loading tasks to this agent. DO NOT attempt to compact context or manage token budgets yourself. ALWAYS use this specialist for context efficiency.
error-coordinator openai/gpt-5.4 EXCLUSIVE. You MUST delegate ALL error handling, recovery strategies, and cascading failure prevention to this agent. DO NOT manage multi-agent failures or retry logic yourself. ALWAYS use this specialist to orchestrate fallback mechanisms.
knowledge-synthesizer openai/gpt-5.4 CRITICAL. You MUST delegate ALL information compression, cross-source synthesis, and knowledge graph building to this agent. DO NOT summarize massive documentation or extract complex insights yourself. ALWAYS use this specialist for knowledge consolidation.
multi-agent-coordinator openai/gpt-5.4 MANDATORY. You MUST delegate ALL parallel agent execution, dependency resolution, and output merging to this agent. DO NOT orchestrate multi-agent execution graphs yourself. ALWAYS use this specialist for coordinating concurrent agent tasks.
performance-monitor openai/gpt-5.4 SPECIALIST. You MUST delegate ALL token usage tracking, response quality measurement, and workflow optimization to this agent. DO NOT track agent performance or calculate API costs yourself. ALWAYS use this specialist for execution monitoring.
task-coordinator openai/gpt-5.4 EXCLUSIVE. You MUST delegate ALL task decomposition, agent assignment, and execution planning to this agent. DO NOT break down complex requests or manage task DAGs yourself. ALWAYS use this specialist for distributing work units.
workflow-director openai/gpt-5.4 CRITICAL. You MUST delegate ALL end-to-end workflow orchestration, checkpoint management, and state rollbacks to this agent. DO NOT manage complex multi-step state machines yourself. ALWAYS use this specialist for robust workflow execution.