| 🤖 specialist | ADR Agent | Creates, documents, and manages Architectural Decision Records (ADRs) with trade-off analysis and de… | architecturedocumentationdecision-making +1 | |
| 🔄 workflow | Agentic Orchestration Agent | Designs multi-agent systems, agentic patterns, planning/reflection loops, tool usage architectures, … | agentic | |
| 🤖 specialist | AI/ML Engineer Agent | Designs AI/ML systems, integrates LLMs and RAG pipelines, selects models and frameworks, and validat… | ai-mldistributed-systemsapi-design +1 | |
| 🤖 specialist | AI Observability Agent | Implements LLM observability including prompt tracing, token tracking, latency monitoring, cost anal… | ai | |
| 🤖 specialist | API Designer Agent | Designs RESTful and event-driven API specifications using OpenAPI 3.x and AsyncAPI, applying API-fir… | api-designspringjava +1 | |
| 🤖 specialist | Architect Agent | Designs high-level system architecture, selects technology stacks, applies architectural patterns (m… | distributed-systemsapi-designaws +2 | |
| 🔄 workflow | Architecture Review | Reviews system designs against architectural best practices, identifies risks, evaluates technology … | architecture | |
| 🤖 specialist | AsyncAPI Agent | Designs AsyncAPI 3.0 specifications for event-driven systems including message schemas, channel desi… | asyncapi | |
| 🤖 specialist | AWS Cloud Agent | Selects and designs AWS services, builds cloud infrastructure with CDK/Terraform/CloudFormation, opt… | awsdistributed-systemsresilience | |
| 🤖 specialist | Backend Java Agent | Writes production-grade Java code with JVM tuning, thread-safe concurrency, design patterns, and Mav… | javaspringresilience +2 | |
| 🔄 workflow | BDD Orchestrator Agent | Orchestrates behavior-driven development workflows: authors Gherkin feature files, maps scenarios to… | bdd | |
| 🤖 specialist | Caching Strategy Agent | Designs multi-level caching architectures (L1/L2/CDN), Redis patterns, cache invalidation strategies… | caching | |
| 🤖 specialist | Code Quality Agent | Enforces SOLID principles, clean code practices, detects code smells, configures static analysis too… | code | |
| 🔄 workflow | Code Review | Reviews code changes for correctness, adherence to SOLID principles, security issues, performance co… | code | |
| 🤖 specialist | Compliance Agent | Ensures regulatory compliance with GDPR, SOC 2, PCI-DSS, and HIPAA; generates audit trails and imple… | compliancesecurityaudit +1 | |
| 🤖 specialist | Contract Testing Agent | Implements consumer-driven contract testing with Pact/Spring Cloud Contract, validates API contracts… | testingapi-designkafka +2 | |
| 🤖 specialist | Data Modeling Agent | Designs database schemas, entity-relationship models, manages schema evolution and polyglot persiste… | data | |
| 🤖 specialist | Database Engineer Agent | Designs production schemas, generates DDL, creates Flyway migrations, defines indexing strategies, a… | databasejavaspring | |
| 🔄 workflow | Debugging | Systematically diagnoses root causes of bugs, analyzes stack traces, inspects runtime behavior, and … | debugging | |
| 🤖 specialist | DevOps Engineer Agent | Creates multi-stage Dockerfiles, GitHub Actions CI/CD workflows, Terraform/CDK infrastructure, and m… | devopsaws | |
| 🤖 specialist | Distributed Systems Agent | Designs distributed architectures, selects consistency models, applies consensus protocols (Raft/Pax… | distributed-systemskafkaaws +2 | |
| 🤖 specialist | Documentation Writer Agent | Writes comprehensive README files, architecture documentation, API guides, deployment guides, and de… | documentationapi-design | |
| 🤖 specialist | Drift Detection Agent | Detects divergence between code and specifications, monitors architecture drift, dependency stalenes… | testingarchitectureapi-design +2 | |
| 🤖 specialist | Frontend React Agent | Builds React/TypeScript applications with component architecture, state management, performance opti… | reactapi-designfrontend | |
| 🔄 workflow | Full Lifecycle | Runs the end-to-end 13-phase automated development pipeline from a single PRD/requirement document t… | full | |
| 🤖 specialist | Kafka Streaming Agent | Designs Kafka event-driven architectures, producer/consumer patterns, Kafka Streams topologies, Avro… | kafkadistributed-systemsjava | |
| 🔄 workflow | Learning | Explains concepts, teaches patterns with examples, answers questions, and provides educational guida… | learning | |
| 🤖 specialist | Legacy Modernization Agent | Analyzes legacy systems, creates risk-managed modernization strategies using strangler fig, anti-cor… | legacy | |
| 🤖 specialist | LLM Platform Agent | Selects LLM platforms (OpenAI, Anthropic, Llama), engineers prompts, manages context windows, design… | llm | |
| 🤖 specialist | Observability Agent | Designs structured logging, Prometheus/Micrometer metrics, OpenTelemetry distributed tracing, alerti… | observability | |
| 🤖 specialist | OpenAPI Agent | Designs contract-first OpenAPI 3.1 specifications, reusable schemas, backward-compatible API evoluti… | openapi | |
| 🔄 workflow | Orchestrator Agent | Coordinates the full 13-phase automated development pipeline from requirement analysis through archi… | requirementsdistributed-systemsapi-design +1 | |
| 🤖 specialist | Performance Optimization Agent | Profiles applications to identify CPU/memory/I/O bottlenecks, optimizes database queries, designs ca… | performance | |
| 🔄 workflow | Planning | Facilitates feature planning, technical design sessions, effort estimation, risk assessment, and cre… | planning | |
| 🤖 specialist | Python Systems Agent | Develops production-grade Python 3.10+ systems with async patterns, type safety, FastAPI/Django/Flas… | python | |
| 🤖 specialist | RAG Agent | Designs retrieval-augmented generation pipelines including ingestion, chunking strategies, embedding… | rag | |
| 🔄 workflow | Refactoring Workflow | Guides systematic code improvement, identifies refactoring targets, applies patterns, reduces techni… | refactoring | |
| 🤖 specialist | Refactoring Agent | Applies safe, behavior-preserving refactoring techniques, introduces design patterns, eliminates dup… | refactoring | |
| 🔄 workflow | Regular Development Orchestrator Agent | Orchestrates traditional SDLC workflows, routes work to specialist agents, enforces quality gates, a… | regular | |
| 🤖 specialist | Reliability & Resilience Agent | Designs and implements fault-tolerant systems including Resilience4j circuit breakers/retry/bulkhead… | resiliencedistributed-systemsaws +1 | |
| 🤖 specialist | Requirement Analyst Agent | Parses requirement documents, classifies scope (NEW_APP/NEW_FEATURE/ENHANCEMENT), extracts user stor… | requirementsapi-designrequirement | |
| 🤖 specialist | Security & Compliance Agent | Designs security architectures, implements authentication/authorization, performs threat modeling, e… | springawsapi-design +1 | |
| 🤖 specialist | Self-Learning Agent | An adaptive agent that continuously learns from past errors, build failures, runtime issues, and se… | self | |
| 🔄 workflow | Spec-Driven Orchestrator Agent | Orchestrates specification-driven development ensuring specs drive implementation, validates code ag… | spec | |
| 🤖 specialist | Spring AI Agent | Integrates AI capabilities into Spring Boot applications using Spring AI abstractions for LLMs, embe… | spring-aispringai-ml | |
| 🤖 specialist | Spring Boot Agent | Builds production-ready Spring Boot services with dependency injection, REST/WebFlux APIs, Spring Da… | springjava | |
| 🤖 specialist | Standards Enforcement Agent | Validates coding standards, architecture compliance, API design conventions, documentation completen… | code-qualityarchitectureapi-design +2 | |
| 🔄 workflow | TDD Orchestrator Agent | Guides red-green-refactor TDD cycles, enforces test-first development, designs test strategies, and … | tdd | |
| 🤖 specialist | Testing & QA Agent | Defines test strategies, generates JUnit 5/Jest unit tests, designs TestContainers integration tests… | testingjavareact | |
| 🧠 skill | Acceptance Criteria | requirements | acceptance-criteriauser-storiesinvest +2 | |
| 🧠 skill | Agentic Patterns | advanced | agentstoolsreact +2 | |
| 🧠 skill | Embeddings | core | vectorssimilaritysemantic-search +1 | |
| 🧠 skill | Evaluation | testing | metricsbenchmarksllm-judge +1 | |
| 🧠 skill | Fine-Tuning | advanced | loraqlorapeft +1 | |
| 🧠 skill | LLM Integration | core | openaianthropicazure-openai +1 | |
| 🧠 skill | Prompt Engineering | core | promptsfew-shotchain-of-thought +1 | |
| 🧠 skill | RAG Patterns | advanced | retrievalvector-searchchunking +1 | |
| 🧠 skill | Safety | security | guardrailscontent-moderationprompt-injection +1 | |
| 🧠 skill | API Documentation | core | openapiswagger-uiapi-guide +1 | |
| 🧠 skill | Documentation | core | openapiswaggerexamples +1 | |
| 🧠 skill | Error Handling | core | http-statuserror-codesproblem-details | |
| 🧠 skill | REST Principles | core | restresourceshttp-methods +2 | |
| 🧠 skill | Versioning | core | url-versioningheader-versioningevolution | |
| 🧠 skill | Architecture Documentation | core | c4-modeladrarc42 +1 | |
| 🧠 skill | Asynchronous Python | concurrency | asyncioasync-awaitcoroutines +3 | |
| 🧠 skill | Compute | core | ec2lambdaecs +2 | |
| 🧠 skill | IAM & Security | security | iampoliciesroles +2 | |
| 🧠 skill | Messaging | integration | sqssnseventbridge +1 | |
| 🧠 skill | Networking | core | vpcsubnetssecurity-groups +2 | |
| 🧠 skill | Storage | core | s3ebsefs +2 | |
| 🧠 skill | BDD Collaboration | collaboration | three-amigosspecification-workshopliving-documentation +1 | |
| 🧠 skill | Behavior-Driven Development | principles | bddbehavior-driven-developmentthree-amigos +2 | |
| 🧠 skill | CI/CD Pipelines | core | github-actionsgitlab-cijenkins +1 | |
| 🧠 skill | Containerization | core | dockerdockerfiledocker-compose +1 | |
| 🧠 skill | Cucumber Patterns | implementation | cucumbercucumber-jvmstep-definitions +2 | |
| 🧠 skill | Deployment Strategies | advanced | blue-greencanaryrolling +1 | |
| 🧠 skill | Consensus | core | raftpaxosleader-election +1 | |
| 🧠 skill | Consistency Models | core | strongeventualcausal +1 | |
| 🧠 skill | Failure Modes | advanced | network-partitionbyzantinefail-stop +1 | |
| 🧠 skill | Idempotency | core | idempotency-keyexactly-oncededuplication | |
| 🧠 skill | Partitioning | core | shardinghashrange +1 | |
| 🧠 skill | E2E Testing | advanced | playwrightcypressselenium +1 | |
| 🧠 skill | Gherkin Scenarios | syntax | gherkingiven-when-thenscenarios +2 | |
| 🧠 skill | Indexing | performance | b-treegingist +2 | |
| 🧠 skill | Infrastructure as Code | core | terraformpulumicdk +1 | |
| 🧠 skill | Integration Testing | core | testcontainersrest-assuredspring-boot-test +1 | |
| 🧠 skill | Concurrency | core | threadsexecutorssynchronization +2 | |
| 🧠 skill | JVM Internals | advanced | jvmclassloaderbytecode +2 | |
| 🧠 skill | Memory Model | advanced | jmmhappens-beforevolatile +1 | |
| 🧠 skill | Performance Tuning | operations | profilinggcheap +2 | |
| 🧠 skill | Delivery Semantics | core | exactly-onceat-least-onceat-most-once +1 | |
| 🧠 skill | Failure Recovery | operations | rebalancingdead-letterretry +1 | |
| 🧠 skill | Kafka Internals | core | partitionsreplicationleaders +2 | |
| 🧠 skill | Ordering Guarantees | advanced | orderingpartitioningkeys +1 | |
| 🧠 skill | Lessons Learned | adaptive | lessonserrorsdebugging +7 | |
| 🧠 skill | Migrations | core | flywayliquibaseschema-evolution +1 | |
| 🧠 skill | Project Documentation | core | readmegetting-startedcontributing +1 | |
| 🧠 skill | Best Practices | fundamentals | pep8type-hintsdocumentation +2 | |
| 🧠 skill | Packaging | tooling | packagingsetuptoolspoetry +3 | |
| 🧠 skill | Performance | performance | profilingcprofilememory-optimization +3 | |
| 🧠 skill | Testing | testing | pytestfixturesmocking +3 | |
| 🧠 skill | Pythonic Patterns | patterns | list-comprehensionsgeneratorscontext-managers +2 | |
| 🧠 skill | Query Optimization | performance | explain-analyzequery-plann-plus-one +1 | |
| 🧠 skill | Component Patterns | core | compositionrender-propshoc +2 | |
| 🧠 skill | Performance | advanced | memouseMemouseCallback +2 | |
| 🧠 skill | State Management | core | useStateuseReducercontext +2 | |
| 🧠 skill | Testing | testing | jesttesting-librarymsw +2 | |
| 🧠 skill | Red-Green-Refactor | core | red-green-refactortdd-cyclerefactoring +1 | |
| 🧠 skill | Requirement Analysis | core | requirementsanalysisclassification +1 | |
| 🧠 skill | Bulkhead | core | isolationthread-poolsemaphore +1 | |
| 🧠 skill | Circuit Breaker | core | resilience4jhystrixfail-fast +1 | |
| 🧠 skill | Rate Limiting | core | token-bucketsliding-windowthrottling +1 | |
| 🧠 skill | Retry Patterns | core | exponential-backoffjittermax-attempts | |
| 🧠 skill | Timeout | core | timeoutdeadlinecancellation | |
| 🧠 skill | Schema Design | core | schemaerdnormalization +2 | |
| 🧠 skill | Chat Models | core | chat-modelstreamingmodel-selection +1 | |
| 🧠 skill | Embedding Models | core | embedding-modelsimilaritybatching +1 | |
| 🧠 skill | Evaluation | testing | golden-datasetllm-judgeregression-detection +1 | |
| 🧠 skill | Failure Handling | resilience | circuit-breakerretriestimeouts +1 | |
| 🧠 skill | Memory | agentic | conversation-memorywindow-memorysummary-memory +1 | |
| 🧠 skill | Observability | operations | metricstracingcost-tracking +1 | |
| 🧠 skill | Prompt Templates | core | prompt-templateversioninga-b-testing +1 | |
| 🧠 skill | Retrieval (RAG) | rag | vector-storerag-pipelinehybrid-search +1 | |
| 🧠 skill | Tool Calling | agentic | tool-annotationfunction-callingidempotency +1 | |
| 🧠 skill | Dependency Injection | core | iocbeansautowired +2 | |
| 🧠 skill | Security | security | authenticationauthorizationoauth +2 | |
| 🧠 skill | Testing | testing | junitmockitotestcontainers +1 | |
| 🧠 skill | Transactions | core | transactionalpropagationisolation +1 | |
| 🧠 skill | TDD Best Practices | principles | tdd-best-practicestdd-principlestest-driven +1 | |
| 🧠 skill | Test Doubles | patterns | test-doublesmocksstubs +3 | |
| 🧠 skill | Test-First Development | core | test-firsttddred-green-refactor +1 | |
| 🧠 skill | Test Strategy | core | test-pyramidtest-strategycoverage +1 | |
| 🧠 skill | Unit Testing Patterns | patterns | unit-testingaaa-patterntest-organization +2 | |
| 🧠 skill | Unit Testing | core | junit5mockitoassertions +1 | |
| 🧠 skill | User Story Mapping | core | user-storiesstory-mappingpersonas +1 | |