kumaran-is/claude-code-onboarding
59 subagents
Subagent
a2ui-angularExpert A2UI (Agent-to-User Interface) renderer developer for Angular 21.x. Use for building A2UI renderers, component catalogs, agent communication services, action handlers, and streaming A2UI…accessibility-auditorAgent that performs WCAG 2.1 compliance validation for Flutter applications. Specializes in Semantics widgets, focus management, and color contrast analysis.adk-reviewerReviews Google ADK 1.29.0 agent code. Checks ADK-specific patterns, tool contracts, session management, SSE streaming, pipeline output keys, callback correctness, and Gemini integration. Use after…agentic-ai-devExpert Agentic AI developer with Python 3.14, LangChain v1.2.8, LangGraph v1.0.7, and FastAPI 0.135.2. Use for building AI agents, RAG systems, graph workflows, tools, memory, guardrails, and tests.agentic-ai-reviewerCode reviewer for Agentic AI services (Python 3.14, LangChain v1.2.8, LangGraph v1.0.7, FastAPI 0.135.2). Reviews graph correctness, safety, cost, testing, production readiness.ai-eval-designerUse this agent to design a risk-tiered evaluation set for an AI feature. Trigger when the user says "design evals for", "I need an eval set", "what should I test for this AI feature", "build a golden…ai-security-reviewerUse this agent when reviewing AI-related code (prompts, agent loops, RAG systems, tool definitions, output handling) for security issues — particularly prompt injection, tool-output injection, data…angular-spaExpert Angular frontend developer. Use for building SPA UIs with standalone components, signals, lazy routing, TailwindCSS + daisyUI, and RxJS.architectSolution architect for full-stack systems. Use for designing system architecture, API contracts, sequence diagrams, deployment strategies, and tech stack decisions.browser-testingBrowser automation and testing specialist. Uses playwright-cli (stateful Bash CLI) for deterministic scripted tests — network inspection, console monitoring, screenshots, tracing — and Browser-Use…code-reviewerExpert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code. MUST BE USED for all code changes.code-simplifierReviews code for unnecessary complexity, excessive nesting, redundant abstractions, over-engineering, and opportunities to reduce cognitive load without changing behavior. Complements code-reviewer…comment-analyzerReviews code comments for accuracy against actual implementation, detects comment rot, outdated documentation, and misleading inline comments. Use proactively after writing code with docstrings,…database-designerDatabase architect for PostgreSQL and Firebase Firestore. Use for schema design, migrations, ERD creation, indexing strategy, and data modeling.dedup-code-agentDetects code duplication, unused code, and dependency bloat. Specializes in technical debt identification and cleanup in Flutter + Firebase codebases.deployment-engineerExpert deployment engineer specializing in CI/CD pipelines, Docker containers, Google Cloud Run, Flutter mobile distribution, and Firebase deployments.design-system-reviewerSpecialist reviewer for changes that touch shared UI component libraries (Flutter or Angular). Verifies Atomic Design tier classification, slot pattern compliance, smart/dumb adherence, and…doc-updaterLightweight documentation updater. Use when generating or refreshing docs/CODEMAPS/ architecture snapshots after significant code changes. Integrates with /update-codemaps command. Haiku model for…dx-optimizerDeveloper Experience specialist. Improves tooling, setup automation, anderror-detectiveRuntime error investigation specialist. Analyzes logs, stack traces, andeval-reviewerReviews eval code after implementation. Dispatched after writing any eval tests, golden dataset cases, CI gate configuration, PromptRegistry code, or eval infrastructure.flutter-genuiExpert Flutter GenUI (A2UI) developer for conversational AI-driven UIs. Use for building GenUI widget catalogs, SurfaceController renderers, Conversation orchestration, A2UI transport adapters,…flutter-mobileExpert Flutter mobile developer. Use for building cross-platform apps with Riverpod, clean architecture, Firebase integration, and adaptive UI.flutter-security-expertFlutter mobile security and privacy compliance specialist. Use for secure storage reviews, certificate pinning, GDPR/CCPA compliance, obfuscation, and mobile-specific security hardening.frontend-designCreative frontend design specialist. Builds visually striking, production-grade UIs -- landing pages, dashboards, components -- that avoid generic AI aesthetics.google-adkExpert Google ADK Python developer. Use for building AI agents with google-adk, Gemini models, SequentialAgent, ParallelAgent, LoopAgent, FunctionTool, McpToolset, session management, memory…idea-to-backlogTransforms one-line product ideas into comprehensive validated feature backlogs with pain points, competitive analysis, and MVP candidates. Use when user says: feature backlog for [idea], explore…java-build-resolverSurgical Maven/Spring Boot build error specialist. Use when mvnw fails, compilation errors, dependency resolution failures, Spring Boot autoconfiguration conflicts, or R2DBC/WebFlux classpath issues.…java-spring-apiExpert Java 21 / Spring Boot 3.5.x WebFlux backend developer. Use for creating REST APIs, reactive services, database repositories, DTOs, and tests.mermaid-expertCreates Mermaid diagrams for flowcharts, sequence diagrams, ERDs, architecture C4 diagrams, state machines, and Gantt charts.mobile-developerExpert React Native, native iOS/Android, and mobile CI/CD developer. Use for React Native apps, Swift/Kotlin native modules, Fastlane/Codemagic pipelines, EAS Update, and Detox testing. For Flutter…mvp-shortlistEvaluates feature backlogs and selects optimal MVP feature sets using Titan methodology. Generates prioritized MVP with screen mapping ready for wireframing. Use when user says: shortlist MVP, select…nestjs-apiExpert NestJS 11.17.x backend developer with Fastify, Prisma ORM, and TypeScript 5.9.x. Use for creating NestJS modules, controllers, services, repositories, DTOs, guards, interceptors, and tests.nestjs-reviewerSpecialized code reviewer for NestJS 11.17.x services with Fastify, Prisma, and TypeScript 5.9.x. Reviews for module correctness, security, resilience, testing, and production readiness.output-evaluatorLLM-as-a-Judge quality gate. Evaluates staged code changes for correctness, completeness, and safety before commit. Returns a JSON verdict (APPROVE / NEEDS_REVIEW / REJECT) with scores and specific…performance-oracleQuantified performance review specialist. Flags performance issues with measured or estimated impact — never vague warnings. Covers all stacks in this workspace: Java/Spring WebFlux, NestJS/Fastify,…pgvector-schema-reviewerPostgreSQL + pgvector migration reviewer. Extends postgresql-database-reviewer with vector-specific checks. Use PROACTIVELY when any migration file touches a vector column, vector index, or embedding…plan-challengerAdversarial plan review agent — read-only. Systematically attacks implementation plans across 5 dimensions (Assumptions, Missing Cases, Security, Architecture, Complexity Creep), then applies…postgresql-database-reviewerPostgreSQL database specialist for query optimization, schema design, security, and performance. Use PROACTIVELY when writing SQL, creating migrations, designing schemas, or troubleshooting database…pr-test-analyzerAnalyzes test coverage quality for PR changes — focuses on behavioral coverage (critical paths, edge cases, error conditions), not line coverage metrics. Rates coverage gaps 1-10. Use before creating…premium-wireframe-2026Generates stunning 2026 mobile wireframes with dual dark/light themes using Aurora design system. Single-file HTML/CSS/JS with glassmorphism, ambient orbs, and iPhone 15 Pro frames. Use when user…presentationCreate stunning, animation-rich HTML slide presentations from scratch or by converting PowerPoint files. Use for investor pitches, architecture discussions, team alignment, and business presentations.publish-wireframesDeploys wireframes to Firebase Hosting. Discovers all wireframe HTML files, regenerates the landing page index.html, and runs firebase deploy. Use when user says: publish wireframes, deploy.python-devExpert Python 3.14 developer. Use for creating Python APIs (FastAPI/Flask), scripts, data processing, automation, testing, and package management.python-reviewerGeneral Python 3.14 / FastAPI 0.135.2 code reviewer. Use when reviewing Python services, FastAPI endpoints, Pydantic v2 schemas, async SQLAlchemy, or pytest test coverage. Distinct from…python-worker-reviewerReviews standalone Python background worker services (Pub/Sub, Cloud Scheduler, GCS-triggered). Checks error surfacing, external client injection, DB access patterns, structlog usage, and test…rag-eval-runnerUse to run the RAG eval suite and produce a regression report. Best invoked after pipeline changes or before a release. Returns retrieval metrics, answer metrics, comparison to baseline, and a triage…rag-implementation-reviewerUse proactively to review RAG implementation code — chunking logic, retrieval pipelines, filtering, reranking, generation prompts, and security controls — against the production RAG playbook.rag-pipeline-reviewerRAG pipeline code reviewer. Use when reviewing retrieval pipelines, embedding generation code, chunking strategies, or semantic search implementations.reality-checkerFinal validation gate for UI and feature work. Defaults to NEEDS WORK — APPROVED requires visual screenshot evidence and passing tests, not assertions. Use before merging any PR that touches UI, user…reddit-researchMine Reddit threads to extract real customer pain points, unmet needs, and product gaps. Outputs a ranked top-10 opportunities report. Use when user says: find pain points for [topic], reddit…riverpod-reviewerAgent that performs Riverpod pattern verification for Flutter applications. Specializes in provider types, ref usage, AsyncValue handling, and lifecycle analysis.rules-distillScans .claude/skills/ for behavioral patterns appearing in 2+ skills that are actionable, violation-prone, and not already in .claude/rules/. Presents candidates for promotion with evidence and…security-reviewerSecurity vulnerability detection and remediation specialist. Flags secrets, SSRF, injection, unsafe crypto, and OWASP Top 10 vulnerabilities.silent-failure-hunterUse when reviewing code that contains error handling, catch blocks, fallback logic, or any code that could suppress errors. Proactively invoke after implementing features with API calls, database…skill-reviewerReviews a newly created or modified Claude Code skill against the writing-skills spec. Checks Iron Law presence, description quality (CSO trigger words), allowed-tools declaration, body line count…spring-reactive-reviewerSpecialized code reviewer for Java 21 Spring Boot 3.5.x WebFlux reactive services. Reviews for reactive correctness, Resilience4j patterns, security, testing, and production readiness.terraform-specialistExpert Terraform specialist for Google Cloud Platform infrastructure. Provisions and manages Cloud Run services, Cloud SQL (PostgreSQL), Artifact Registry, Firebase projects, IAM bindings, Secret…threat-modeling-expertExpert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction.