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- ▌ Plt Program Verification · tools-only bundleProgram verification including Hoare logic, SMT-based verification, refinement types, and proof-carrying code
- ▌ Report Generation Agent · tools-only bundlePhase 5 orchestrator - Generates final structured report with evidence
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- ▌ Mobile React Native Navigation · tools-only bundleImplementing multi-screen navigation in React Native apps
- ▌ Bicep Whatif Subagent · tools-only bundleBicep deployment preview subagent. Runs az deployment group what-if to preview changes before deployment. Analyzes policy violations, resource changes, and cost impact. Returns structured summary for parent agent review.
- ▌ Implement Batch Processing · tools-only bundleImplement high-performance batch API operations with job queues, progress...
- ▌ Rewrite Room Doc Converter · tools-only bundleConverts user-facing documentation directories into Claude Code skill directories — SKILL.md with valid frontmatter plus thematically grouped references/*.md files. Use when given a docs directory to transform into an AI skill, building expert-level Claude knowledge from library or tool documentation, or when the user invokes /rwr:doc-to-skill. Reads the user-docs-to-ai-skill SKILL.md and follows it — delegates Phase 1.5 workflow identification to process-siren.
- ▌ Wordpress Development Expert · tools-only bundleExpert WordPress developer that provides custom plugin and theme development capabilities. Masters WordPress coding standards, hooks/filters architecture, Gutenberg blocks, REST API, WooCommerce integration, and site/portal development. Use PROACTIVELY for WordPress plugin development, theme customization, Gutenberg blocks, and site architecture decisions.
- ▌ Oss Investigator Github Agent · tools-only bundleQuery GitHub API for repository state, commits, and recovery of deleted commits
- ▌ Geepers Fullstack Dev · tools-only bundleFull-stack development agent that generates complete, working code from PRD...
- ▌ Gh Actions GCP Expert · tools-only bundleExpert in GitHub Actions with Google Cloud deployments using Workload...
- ▌ Deployment Specialist · tools-only bundleCI/CD and deployment specialist for Docker, cloud platforms, and automation
- ▌ Docker Compose Create · tools-only bundleGenerate docker-compose.yml for multi-service applications
- ▌ Java Security Expert · tools-only bundleExpert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat modeling, secure authentication (OAuth2/OIDC), OWASP standards, cloud security, and security automation. Handles DevSecOps integration, compliance (GDPR/HIPAA/SOC2), and incident response. Use PROACTIVELY for security audits, DevSecOps, or compliance implementation.
- ▌ Typo3 Ddev Content Blocks · tools-only bundleLocal Content Blocks development with DDEV. Setup, testing, and debugging Content Blocks extensions.
- ▌ Python CLI Design Spec · tools-only bundleSystem architect for Python CLI tool design. Creates architecture specs, technology stack recommendations, command interfaces, and data models. Provides WHAT to build (interfaces, contracts, schemas), not HOW (implementation is handled by python-cli-architect).
- ▌ MCP Registry Navigator · tools-only bundleMCP registry discovery and integration specialist. Use PROACTIVELY for finding servers, evaluating capabilities, generating configurations, and publishing to registries.
- ▌ Ps Technical Architect · tools-only bundlePS Technical Architect. Apex development, integration architecture, data modeling, LWC development, performance optimization, and deployment of platform implementation work. Self-sufficient with web search for Salesforce documentation.
- ▌ Build Websocket Server · tools-only bundleBuild WebSocket servers for real-time bidirectional communication
- ▌ Rust Pyo3 Dspy Fundamentals · tools-only bundleDSPy fundamentals from Rust - environment setup, LM configuration, calling DSPy modules, prediction handling
- ▌ Data Collection Agent · tools-only bundlePhase 2 orchestrator - Gathers technical signals from discovered assets
- ▌ Data Dataflow Coordination · tools-only bundleCoordination patterns for distributed dataflow systems including barriers, epochs, and distributed snapshots
- ▌ Database Administrator · tools-only bundleUse this agent when optimizing database performance, implementing high-availability architectures, setting up disaster recovery, or managing database infrastructure for production systems. Specifically:\n\n<example>\nContext: A company's PostgreSQL database is experiencing slow query performance during peak hours and needs optimization for 10k+ concurrent users.\nuser: "Our PostgreSQL database is hitting 500ms query times during peak traffic. We have 500GB of data with complex joins across 20 tables. Need to improve performance while maintaining data consistency."\nassistant: "I'll analyze your query patterns and database schema to identify optimization opportunities. Let me review the slow query logs and execution plans, then implement index strategies, optimize queries, tune connection pooling, and configure caching. I'll establish performance baselines and set up monitoring to ensure the improvements are maintained."\n<commentary>\nUse the database-administrator when diagnosing performance issues, optimizi
- ▌ Sop 002 Postgres Install · tools-only bundleGuide through SOP-002 PostgreSQL Installation & Configuration
- ▌ Claude Context Optimizer · tools-only bundleOptimize prompts, SKILL.md, and CLAUDE.md files for better Claude comprehension using self-verifying methodology. Use when improving prompt effectiveness, rewriting instructions for AI consumption, analyzing ineffective prompts, or refining system prompts and agent configurations. Applies RT-ICA pre-check and CoVe post-check to ensure verified optimization with token impact reporting and structural enforcement recommendations.
- ▌ Project Claude Librarian · tools-only bundleUse when completing development phases and project context files may need updating - analyzes what changed since phase start, identifies affected CLAUDE.md or AGENTS.md files, and coordinates updates to maintain accurate project documentation
- ▌ Social Media Clip Creator · tools-only bundleSocial media video clip optimization specialist. Use PROACTIVELY for creating platform-specific clips with proper aspect ratios, subtitles, thumbnails, and encoding optimization.
- ▌ Text Comparison Validator · tools-only bundleText comparison and validation specialist. Use PROACTIVELY for comparing extracted text with existing files, detecting discrepancies, and ensuring accuracy between two text sources.
- ▌ Fairdb Emergency Response · tools-only bundleEmergency incident response procedures for critical FairDB issues
- ▌ 07t Terraform Deploy · tools-only bundleExecutes Azure deployments using generated Terraform configurations. Runs bootstrap and deploy scripts, performs terraform plan preview, manages phase-aware deployment lifecycle. Step 6 of the 7-step agentic workflow.
- ▌ Math Function Plotter Plotly · tools-only bundleThis skill generates interactive mathematical function plots using Plotly.js for iframe embedding in intelligent textbooks. Creates visualizations with hover tooltips, interactive sliders to move points along curves, responsive design optimized for narrow layouts, and comprehensive educational documentation. Use this when users request plotting mathematical functions, graphing equations, visualizing f(x), or creating interactive function explorers for calculus, precalculus, physics, or engineering courses.
- ▌ AWS Solution Architect Expert · tools-only bundleProvides expert AWS Solution Architecture capabilities for scalable cloud architectures, Well-Architected Framework, and enterprise-grade AWS solutions. Manages multi-region deployments, high availability patterns, cost optimization, and security best practices. Use PROACTIVELY for AWS architecture design, cloud migration strategies, or Well-Architected reviews.
- ▌ Terraform Iac Reviewer · tools-only bundleTerraform-focused agent that reviews and creates safer IaC changes with emphasis on state safety, least privilege, module patterns, drift detection, and plan/apply discipline
- ▌ Nestjs Database Expert · tools-only bundleNestJS database specialist that provides expertise in Drizzle ORM setup, schema design, migrations, queries, transactions, and database operations. Use proactively when working with database-related code in NestJS applications, setting up Drizzle ORM, creating migrations, writing queries, or optimizing database performance.
- ▌ Powershell UI Architect · tools-only bundleUse when designing or building desktop graphical interfaces (WinForms, WPF, Metro-style dashboards) or terminal user interfaces (TUIs) for PowerShell automation tools that need clean separation between UI and business logic. Specifically:\n\n<example>\nContext: IT team has a mature Active Directory automation module but users are currently running commands from plain PowerShell. They want a GUI frontend so helpdesk staff can manage common AD operations safely without script knowledge.\nuser: "We have a well-structured PowerShell module for AD user provisioning and group management. Can you build a WinForms interface so our helpdesk can use it without command-line knowledge?"\nassistant: "I'll design a WinForms UI that wraps your AD module with clear controls for user creation, group assignment, and password reset. The UI will include input validation, error handling with user-friendly messages, progress indicators for long-running operations, and audit logging that feeds into your existing module."\n<commenta
- ▌ 2b Rust Source Analyzer · tools-only bundlePerforms source-level zeroization analysis for Rust crates in zeroize-audit. Generates rustdoc JSON for trait-aware analysis and runs token-based dangerous API scanning. Produces sensitive objects and source findings consumed by rust-compiler-analyzer and report assembly.
- ▌ Druckenmiller Strategy Planner · tools-only bundleUse this agent when you need to develop medium to long-term (18-month) trading strategies based on Stanley Druckenmiller's investment philosophy. This agent synthesizes technical analysis, market sentiment, news events, and macroeconomic trends to formulate 4-scenario strategic plans (Base/Bull/Bear/Tail Risk) with conviction-based position sizing recommendations.
- ▌ Process Failed Reviews · tools-only bundleBatch process review-failed.md files across multiple directories, updating subsystem guides and committing after each
- ▌ Data Streaming Aggregations · tools-only bundleWindowing, sessionization, time-series aggregation, and late data handling for streaming systems
- ▌ Math Differential Equations · tools-only bundleDifferential equations including ODEs, PDEs, analytical methods, numerical solutions
- ▌ Multi Agent Coordinator · tools-only bundleUse when coordinating multiple concurrent agents that need to communicate, share state, synchronize work, and handle distributed failures across a system. Specifically:\n\n<example>\nContext: A data pipeline has 8 specialized agents running in parallel—data-ingestion, validation, transformation, enrichment, quality-check, storage, monitoring, and error-handling agents. They need to coordinate state changes, pass data between stages, and respond to failures anywhere in the pipeline.\nuser: "We have 8 agents processing data through different stages. Some need to wait for others to finish, they need to exchange data, and if one fails, others need to know about it. Can you coordinate all of this?"\nassistant: "I'll set up coordination across your 8 agents by: establishing clear communication channels between dependent agents, implementing message passing for data exchange, creating dependency graphs to control execution order, setting up distributed failure detection across all agents, implementing compensation l
- ▌ Fairdb Automation Agent · tools-only bundleIntelligent automation agent for FairDB PostgreSQL operations
- ▌ Fairdb Onboard Customer · tools-only bundleComplete customer onboarding workflow for FairDB PostgreSQL service
- ▌ 05t Terraform Planner · tools-only bundleExpert Azure Terraform Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates AVM-TF modules via the Terraform Registry, and designs complete infrastructure solutions with architecture diagrams.
- ▌ 06t Terraform Codegen · tools-only bundleExpert Azure Terraform Infrastructure as Code specialist that creates near-production-ready Terraform configurations following best practices and Azure Verified Modules (AVM-TF) standards. Validates, tests, and ensures code quality.
- ▌ AWS Architecture Review Expert · tools-only bundleProvides expert AWS architecture and CloudFormation review capabilities specializing in Well-Architected Framework compliance, security best practices, cost optimization, and IaC quality. Validates AWS architectures and CloudFormation templates for scalability, reliability, and operational excellence. Use PROACTIVELY for AWS architecture reviews, CloudFormation template validation, or Well-Architected assessments.
- ▌ Github Actions Pipeline Expert · tools-only bundleProvides expert GitHub Actions engineering capability for CI/CD pipeline creation covering build, test, and deployment workflows. Masters reusable workflows, composite actions, matrix strategies, and multi-environment deployments to AWS, GCP, Azure, and other platforms. Use proactively when creating GitHub Actions workflows, optimizing pipelines, or automating deployments.
- ▌ Java Software Architect Review · tools-only bundleProvides expert Java software architecture review capability, specializing in Clean Architecture, Domain-Driven Design (DDD), and Spring Boot patterns. Reviews Java codebases for architectural integrity, proper bounded contexts, and SOLID principles. Use proactively when making Java architectural decisions, DDD modeling, and Clean Architecture reviews.
- ▌ Spring Boot Code Review Expert · tools-only bundleProvides expert Spring Boot code review capability, specializing in Java best practices, patterns, and architectural issues. Validates code for quality, maintainability, and adherence to Spring Boot conventions. Use proactively after code changes or when implementing new features.
- ▌ Azure Terraform Iac Implementation Specialist · tools-only bundleAct as an Azure Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for Azure resources.
- ▌ Terraform Review Subagent · tools-only bundleTerraform code review subagent. Reviews Terraform configurations against AVM-TF standards, CAF naming conventions, security baseline, and governance compliance. Returns structured APPROVED/NEEDS_REVISION/FAILED verdict with actionable feedback.
- ▌ Azure Logic Apps Expert · tools-only bundleExpert guidance for Azure Logic Apps development focusing on workflow design, integration patterns, and JSON-based Workflow Definition Language.
- ▌ Se Gitops CI Specialist · tools-only bundleDevOps specialist for CI/CD pipelines, deployment debugging, and GitOps workflows focused on making deployments boring and reliable
- ▌ Platform Sre Kubernetes · tools-only bundleSRE-focused Kubernetes specialist prioritizing reliability, safe rollouts/rollbacks, security defaults, and operational verification for production-grade deployments
- ▌ Codebase Pattern Finder · tools-only bundlecodebase-pattern-finder is a useful subagent_type for finding similar implementations, usage examples, or existing patterns that can be modeled after. It will give you concrete code examples based on what you're looking for! It's sorta like codebase-locator, but it will not only tell you the location of files, it will also give you code details!
- ▌ Firestore Security Agent · tools-only bundleExpert Firestore security rules generation, validation, and A2A agent access...
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- ▌ Rust Pyo3 Async Embedded Wasm · tools-only bundleMaster async Python integration with Tokio, embedded Python interpreters, and WASM compilation with PyO3. Build async extensions, embed Python in Rust applications, and compile for browser/WASI environments.
- ▌ Communication Excellence Coach · tools-only bundlePROACTIVELY use when reviewing communication drafts or preparing difficult conversations. Provides email refinement, tone calibration, roleplay practice, and presentation feedback with actionable suggestions.
- ▌ Engineering Rfc Decision Documentation · tools-only bundleArchitecture Decision Records (ADRs), decision rationale, status tracking, and post-implementation review
- ▌ Microsoft Learn Contributor · tools-only bundleMicrosoft Learn Contributor chatmode for editing and writing Microsoft Learn documentation following Microsoft Writing Style Guide and authoring best practices.
- ▌ Causal Loop Microsim Generator · tools-only bundleThis skill generates interactive Causal Loop Diagram (CLD) MicroSims using the vis-network JavaScript library. Use this skill when users need to create causal loop diagrams for systems thinking education, showing feedback loops, reinforcing and balancing dynamics. The skill creates a complete MicroSim package with index.md, main.html, JavaScript, JSON data, and CSS files in the /docs/sims/ directory. This skill should be used when users request creating CLDs, causal diagrams, feedback loop visualizations, or systems thinking diagrams.
- ▌ Typescript Documentation Expert · tools-only bundleExpert TypeScript documentation specialist that generates comprehensive technical documentation for TypeScript projects. Analyzes architecture, design patterns, and implementation details to produce complete project documentation including API docs, architecture guides, ADRs, and technical manuals. Use PROACTIVELY for system documentation, architecture guides, API documentation, and technical deep-dives.
- ▌ Nextjs Diagnostics Agent · tools-only bundle(Optional, Next.js only) Monitor Next.js runtime errors and diagnostics...
- ▌ Python Code Review Expert · tools-only bundleExpert Python code reviewer specializing in code quality, security, performance, and Pythonic best practices. Reviews Python codebases for bugs, logic errors, security vulnerabilities, and quality issues using confidence-based filtering. Use PROACTIVELY for Python code reviews and pull request assessments.
- ▌ Conceptual Planning Agent · tools-only bundleSpecialized agent for dedicated single-role conceptual planning and brainstorming analysis. This agent executes assigned planning role perspective (system-architect, ui-designer, product-manager, etc.) with comprehensive role-specific analysis and structured documentation generation for brainstorming workflows. Use this agent for: - Dedicated single-role brainstorming analysis (one agent = one role) - Role-specific conceptual planning with user context integration - Strategic analysis from assigned domain expert perspective - Structured documentation generation in brainstorming workflow format - Template-driven role analysis with planning role templates - Comprehensive recommendations within assigned role expertise Examples: - Context: Auto brainstorm assigns system-architect role auto.md: Assigns dedicated agent with ASSIGNED_ROLE: system-architect agent: "I'll execute system-architect analysis for this topic, creating architecture-focused conceptual analysis in OUTPUT_LOCATION" - Context: Auto brainstorm as
- ▌ 11 Context Optimizer · tools-only bundleAnalyzes Copilot Chat debug logs to audit context window utilization across agents. Identifies bloated prompts, redundant file reads, missing hand-off points, and wasted tokens. Produces actionable optimization reports with specific agent/skill refactoring recommendations. Reusable across any project with custom agents. Does NOT modify agent definitions directly — produces recommendations only.
- ▌ Machine Learning Engineer · tools-only bundleUse this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments. Specifically:\n\n<example>\nContext: User has a trained ML model and needs to deploy it to handle real-time inference requests with minimal latency.\nuser: "I have a PyTorch model that needs to serve 1000+ requests per second. What's the best way to deploy this?"\nassistant: "I'll use the machine-learning-engineer agent to analyze your model, optimize it for inference, and design a serving infrastructure that meets your latency and throughput requirements."\n<commentary>\nWhen users need production model deployment with strict performance requirements (latency, throughput, or scalability), use the machine-learning-engineer agent to design and implement the serving infrastructure.\n</commentary>\n</example>\n\n<example>\nContext: User has multiple ML models running in production but they're consuming too much resources and causing slow responses.\nuser: "Our model serving is costing way too m
- ▌ Devops Incident Responder · tools-only bundleUse when actively responding to production incidents, diagnosing critical service failures, or conducting incident postmortems to implement permanent fixes and preventative measures. Specifically:\n\n<example>\nContext: A critical database service has gone down, causing customer-facing API timeouts. The on-call engineer needs immediate help triaging impact and determining next steps.\nuser: "We're getting spiked error rates on our API - database connection timeouts appearing 2 minutes ago. I need to triage this quickly."\nassistant: "I'll help diagnose this immediately. Let me query the system architecture and recent changes, check database logs for connection issues, identify affected services, assess customer impact, and determine if rollback or failover is needed. Do we have a distributed trace showing the failure pattern?"\n<commentary>\nUse the devops-incident-responder when actively in incident response mode needing rapid diagnosis and decision support during an active production incident.\n</commentary
- ▌ Screenshot Business Analyzer · tools-only bundleExtracts business logic, functional modules, and data entities from UI screenshots
- ▌ 06 Bicep Code Generator · tools-only bundleExpert Azure Bicep Infrastructure as Code specialist that creates near-production-ready Bicep templates following best practices and Azure Verified Modules standards. Validates, tests, and ensures code quality.
- ▌ Geepers Orchestrator Fullstack · tools-only bundleFull-stack engineering orchestrator that coordinates backend-to-frontend de...
- ▌ AWS Cloudformation Devops Expert · tools-only bundleProvides expert AWS DevOps engineering capabilities for CloudFormation templates, Infrastructure as Code (IaC), and AWS deployment automation. Manages nested stacks, cross-stack references, custom resources, and CI/CD pipeline integration. Use PROACTIVELY for CloudFormation template creation, IaC best practices, or AWS infrastructure automation.
- ▌ Python Software Architect Expert · tools-only bundleExpert Python software architect that provides guidance on Clean Architecture, Domain-Driven Design (DDD), and modern Python patterns. Reviews Python codebases for architectural integrity, proper module organization, and SOLID principles. Use PROACTIVELY for Python architectural decisions, DDD modeling, and Clean Architecture reviews.
- ▌ Agentic Task Decomposition · tools-only bundleBreaking complex tasks into executable agent steps with dependency management, failure recovery, and re-planning
- ▌ Firebase Operations Agent · tools-only bundleExpert Firestore operations agent for CRUD, queries, batch processing, and...
- ▌ Diagrams Mermaid Class State Diagrams · tools-only bundleCreate UML class diagrams and state machines with Mermaid for object-oriented design and state modeling
- ▌ Elegant Design Components And Accessibility · tools-only bundleComponent Architecture and Accessibility
- ▌ Twitter AI Influencer Manager · tools-only bundleTwitter AI influencer engagement specialist. Use PROACTIVELY for interacting with AI thought leaders, posting AI-focused tweets, analyzing influencer content, and managing AI community engagement.
- ▌ Tool And Skill Usage Analyzer · tools-only bundleDetect unused tools, missed parallelism, and underutilized capabilities in a session transcript
- ▌ Powershell Security Hardening · tools-only bundleUse this agent when you need to harden PowerShell automation, secure remoting configuration, enforce least-privilege design, or align scripts with enterprise security baselines and compliance frameworks. Specifically:\n\n<example>\nContext: User needs to review a PowerShell script that connects to servers using hardcoded credentials.\nuser: "This script uses embedded admin passwords to connect to remote servers. Can you help secure it?"\nassistant: "I'll use the powershell-security-hardening agent to review credential handling, suggest secure alternatives like SecretManagement or Key Vault, and implement proper error masking."\n<commentary>\nUse the powershell-security-hardening agent when reviewing PowerShell automation for security anti-patterns like embedded credentials, insecure logging, or unsafe remoting. This agent identifies hardening opportunities specific to credential management and secure script design.\n</commentary>\n</example>\n\n<example>\nContext: User is setting up PowerShell remoting for a
- ▌ Azure Terraform Infrastructure Planning · tools-only bundleAct as implementation planner for your Azure Terraform Infrastructure as Code task.
- ▌ Neon Optimization Analyzer · tools-only bundleIdentify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after performance metrics with actionable code fixes.
- ▌ Bicep Review Subagent · tools-only bundleBicep code review subagent. Reviews Bicep templates against Azure Verified Modules (AVM) standards, naming conventions, security baseline, and best practices. Returns structured APPROVED/NEEDS_REVISION/FAILED verdict with actionable feedback.
- ▌ Supabase Realtime Optimizer · tools-only bundleSupabase realtime performance specialist. Use PROACTIVELY to optimize realtime subscriptions, debug connection issues, and improve realtime application performance.
- ▌ Powershell Module Architect · tools-only bundleUse this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating cross-version compatible automation libraries. Invoke it for module design reviews, profile optimization, packaging reusable code, and standardizing function structure across teams. Specifically:\n\n<example>\nContext: DevOps team has dozens of standalone PowerShell scripts handling AD, DNS, and DHCP tasks. Leadership wants these consolidated into a maintainable module for the infrastructure team.\nuser: "We have 40+ PowerShell scripts scattered across shared drives. We need to consolidate them into a proper module with proper structure, documentation, and versioning."\nassistant: "I'll design a comprehensive module architecture with: public/private function separation, manifest with metadata and dependencies, helper library for shared logic, consistent error handling patterns, -WhatIf support, and organized dot-sourcing structure. I'll also create a migration checklist to refactor existing scripts into
- ▌ Database Database Connection Pooling · tools-only bundleConfiguring database connections for applications
- ▌ Conversation Efficiency Analyzer · tools-only bundleDetect wasted cycles, unnecessary back-and-forth, and misinterpretations in a session transcript
- ▌ Adding Markdown Highlighted Comments · tools-only bundleUse when adding responses to markdown documents with user-highlighted comments, encountering markup errors, or unsure about mark tag placement - ensures proper model-highlight formatting with required attributes and correct placement within markdown elements
- ▌ Geepers Orchestrator Corpus · tools-only bundleCorpus orchestrator that coordinates linguistics agents - corpus, corpus_ux...
- ▌ Geepers Orchestrator Deploy · tools-only bundleDeployment orchestrator that coordinates infrastructure agents - validator,...
- ▌ Expert React Frontend Engineer · tools-only bundleExpert React 19.2 frontend engineer specializing in modern hooks, Server Components, Actions, TypeScript, and performance optimization
- ▌ Governance Discovery Subagent · tools-only bundleAzure governance discovery subagent. Queries Azure Policy assignments via REST API (including management group-inherited policies), classifies policy effects, and returns structured governance constraints. Isolates heavy REST API work from the parent Bicep Plan agent's context.
- ▌ Post Linting Architecture Reviewer · tools-only bundleArchitectural review after linting-root-cause-resolver completes. Verifies resolution quality, examines artifacts in .claude/reports/, checks fixes align with codebase patterns and design principles, validates type safety improvements, code organization, and identifies systemic improvements. Use after linting resolution to assess SOLID compliance and broader architectural impact.
- ▌ MCP Deployment Orchestrator · tools-only bundleMCP server deployment and operations specialist. Use PROACTIVELY for containerization, Kubernetes deployments, autoscaling, monitoring, security hardening, and production operations.
- ▌ Azure Verified Modules Bicep · tools-only bundleCreate, update, or review Azure IaC in Bicep using Azure Verified Modules (AVM).
- ▌ Terraform Plan Subagent · tools-only bundleTerraform deployment preview subagent. Runs terraform plan to preview infrastructure changes before deployment. Classifies resources into create/update/destroy/replace, highlights destructive operations requiring explicit approval, and returns a structured change summary.
- ▌ Caching Cache Performance Monitoring · tools-only bundleMeasuring and optimizing cache performance - metrics, monitoring tools, alerts, load testing, and instrumentation for cache hit rates and latency.
- ▌ Fullstack Monorepo Validator · tools-only bundleVollständige Validierung des Fullstack Monorepos (Python/FastAPI Backend + React/Vite Frontend). Trigger: (1) vor Commits, (2) nach Feature-Completion, (3) vor Deployments, (4) bei Projektaudits. <example> Context: User hat ein neues Feature im Backend implementiert. user: "Ich habe den neuen Analyse-Endpoint fertig. Validiere das Projekt." assistant: "Ich nutze den fullstack-monorepo-validator um Backend, Frontend und DSGVO-Compliance zu prüfen." <Task tool call to fullstack-monorepo-validator> </example> <example> Context: Vor einem Deployment nach Production. user: "Wir deployen gleich. Bitte alles prüfen." assistant: "Starte fullstack-monorepo-validator für vollständige Monorepo-Validierung inkl. Quality Gates." <Task tool call to fullstack-monorepo-validator> </example> <example> Context: Nach größerem Refactoring. user: "Ich habe die Auth-Logik refactored. Ist alles konsistent?" assistant: "Der fullstack-monorepo-validator prüft Cross-Stack-Konsistenz zwischen Backend und Frontend." <Task tool call to f
- ▌ GRAPHQL Performance Optimizer · tools-only bundleGraphQL performance analysis and optimization specialist. Use PROACTIVELY for query performance issues, N+1 problems, caching strategies, and production GraphQL API optimization.