Guide SwiftUI implementation and refactoring with current Apple patterns, then analyze Instruments traces to diagnose hangs, hitches, and expensive view updates.
Run implement-review-fix cycle using multiple LLMs (Claude, Codex, Gemini, Grok, Mistral). Use for features, bugs, or refactoring with multi-LLM collaboration.
Use when implementing, porting, modifying, or refactoring Rust APIs, crates, services, CLIs, libraries, Tauri backends, Cargo workspaces, FFI, unsafe code, ownership, errors,…
Autonomous TDD build agent. Implements a plan using red-green-refactor with BDD scenarios as RED tests.
Implements Z-Wave CTT (Certification Test Tool) test handlers for automating certification tests. Use when asked to create handlers for a given test, which includes automating CTT…
Add comprehensive type hints to Python/TypeScript code to improve IDE support, catch errors early, and enable better AI code understanding
Use when animation doesn't work as expected, has bugs, or behaves inconsistently
Дисциплинированная реализация: код, API, schemas, configs, tests, naming, errors, reuse, sync. Используй для: реализация, доработка, рефакторинг, нейминг, реюз, контракты,…
Run a TOGAF Phase G Implementation Governance review. Produces Architecture Contracts (joint sponsor/delivery agreements), Compliance Assessments against the 8 TOGAF checklists,…
Provides detailed guidance on how to implement a single plan step while adhering to architecture and quality standards.
Generate comprehensive implementation guides for coding tasks instead of writing code directly. Use when the user requests detailed implementation documentation, step-by-step…
Executes implementation tasks using Test-Driven Development, prevents code duplication through anti-duplication checks, and maintains quality through continuous testing.
Conduct structured implementation postmortems to gather feedback on architecture conformance, library friction, and tooling effectiveness.
Automatically trigger review agents after task completion. Use when strategic-planner finishes planning tasks (calls plan-consultant) or when main agent completes coding tasks in…
Complete TDD workflow for implementing business logic (use cases) and API endpoints that make tests pass.
Implement API abuse detection using token bucket, sliding window, and adaptive rate limiting algorithms to prevent
API design and implementation across REST, GraphQL, gRPC, and tRPC patterns. Use when building backend services, public APIs, or service-to-service communication.
Implements API rate limiting and throttling controls using token bucket, sliding window, and fixed window algorithms
Implementing AWS Config rules for continuous compliance monitoring of AWS resources, deploying managed and custom
Configure IAM permission boundaries in AWS to delegate role creation to developers while enforcing maximum privilege
Implement Amazon Macie to automatically discover, classify, and protect sensitive data in S3 buckets using machine
Configure Microsoft Entra Privileged Identity Management to enforce just-in-time role activation, approval workflows,
Implementing Microsoft Defender for Cloud to enable cloud security posture management, workload protection across
Implementing Google''s BeyondCorp zero trust access model to eliminate implicit trust from the network perimeter,
Deploys remote browser isolation (RBI) as a core component of a Zero Trust architecture. Implements isolation
Implement the CISA Zero Trust Maturity Model v2.0 across the five pillars of identity, devices, networks, applications,
Configure Microsoft Entra ID (Azure AD) Conditional Access policies for zero trust access control. Covers signal-based
Enforce Kubernetes network segmentation using Calico CNI network policies and global network policies to control
Architecture patterns for GDPR Article 5(1)(c) data minimization and Article 25(1) data protection by design.
Design and implement DDD patterns (entities, value objects, aggregates, CQRS). Use when creating new domain objects, implementing bounded contexts, designing repository…
Deploy and configure the Dragos Platform for OT network monitoring, leveraging its 600+ industrial protocol
Integrate AFL++ coverage-guided fuzz testing into CI/CD pipelines to discover memory corruption, input handling,
Implement GCP Binary Authorization to enforce deploy-time security controls that ensure only trusted, attested
Implement GCP Organization Policy constraints to enforce security guardrails across the entire resource hierarchy,
Implement GitOps continuous delivery for Kubernetes using ArgoCD or Flux. Use for automated deployments with Git as single source of truth, pull-based delivery, drift detection,…
Enables mouse event reception for WPF FrameworkElement using DrawingContext by drawing transparent backgrounds. Use when custom-drawn elements don't receive mouse events.
Implement Kubernetes network segmentation using Calico NetworkPolicy and GlobalNetworkPolicy for zero-trust pod-to-pod
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral).
Implements navigation patterns and routing for both frontend (React/TS) and backend (Python) including menus, tabs, breadcrumbs, client-side routing, and server-side route…
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control
Enforce Kubernetes admission policies using OPA Gatekeeper with ConstraintTemplates, Rego rules, and the Gatekeeper
Deploy privileged access management for database systems including Oracle, SQL Server, PostgreSQL, and MySQL.
Patch management is the systematic process of identifying, testing, deploying, and verifying software updates
PCI DSS 4.0.1 establishes 12 requirements across 6 control objectives for organizations that store, process, or transmit cardholder data.
Implements Pub-Sub patterns using System.Reactive and Channels for event-based communication in .NET.
Implement network segmentation based on the Purdue Enterprise Reference Architecture (PERA) model to separate
Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in…
Implement query result caching with Redis and proper invalidation strategies for Prisma 6. Use when optimizing frequently accessed data, improving read-heavy application…
Harden Kubernetes Role-Based Access Control by implementing least-privilege policies, auditing role bindings,
Implementing Supabase realtime subscriptions and live updates for StickerNest. Use when the user asks to add realtime, live updates, presence, subscriptions, postgres_changes,…
Real-time communication patterns for live updates, collaboration, and presence. Use when building chat applications, collaborative tools, live dashboards, or streaming interfaces…
Guides implementation of Scalekit OIDC/OAuth2 authentication and authorization in an existing Flask project.
Integrate gitleaks and trufflehog into CI/CD pipelines to detect leaked secrets before deployment
Implementation guide for secure multi-party computation enabling privacy-preserving analytics across organizations.
Implement production-ready service mesh deployments with Istio, Linkerd, or Cilium. Configure mTLS, authorization policies, traffic routing, and progressive delivery patterns for…
Implement using TDD Red-Green cycle. Focus on Red-Green only; refactoring is separate step.
Quality assurance protocols using Vitest. Use for critical logic like pricing and availability calculations.
Implements concise, streamlined TypeScript/React code matching exact architect specifications. Use when writing TypeScript code, creating modules, or when the user asks to…
Use when implementing bug fixes, features, or any code changes where test-first development is appropriate.
Implement NextDNS as a zero trust DNS filtering layer with encrypted resolution, threat intelligence blocking,