dotfiles

Assess how AI-like a piece of writing sounds, score the smell, identify the strongest signals, and recommend whether it needs cleanup, rewriting, or humanize-writing. Use when reviewing pasted text, drafts, blog posts, docs, emails, social posts, marketing copy, or any prose for robotic tone, generic polish, formulaic phrasing, translation artifacts, and missing human specificity.

Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development.

Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, reviewing, or implementing distributed system architectures.

Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.

Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.

Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes

Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file.

Universal SQL assistant covering comprehensive security, maintainability, code quality, and performance optimization across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Handles SQL injection prevention, access control, code standards, anti-pattern detection, query tuning, indexing strategies, execution plan analysis, pagination, batch operations, and performance monitoring.

Design PostgreSQL, MongoDB, or Redis schemas with entities, relationships, indexes, constraints, migrations, query optimization, and backward-compatible schema evolution

Optimize Dockerfiles with multi-stage builds, layer caching, and security hardening; create Kubernetes manifests with resource limits, probes, HPA, PDB, network policies, and Helm charts

Generate Jest unit tests, integration tests, React Testing Library component tests, mock implementations, test fixtures, and edge case coverage for TypeScript codebases

Design Kafka topics, partitions, consumer groups, producers with idempotency, retry strategies, dead letter queues, exactly-once semantics, and schema registry integration

Scaffold NestJS backend modules, controllers, services, DTOs, REST/GraphQL APIs, WebSocket handlers, validation pipes, guards, interceptors, and Jest integration tests

Build React and Next.js components, pages, layouts, and hooks with App Router, RSC, Tailwind CSS or Styled Components, responsive design, accessibility, and PWA features

Senior engineer code review for PRs, diffs, and code snippets focusing on security vulnerabilities, OWASP compliance, performance bottlenecks, maintainability, error handling, and architectural patterns

High-level system architecture planning with component diagrams, scalability analysis, technology trade-offs, cost estimation, migration strategies, and technical specification documents

Instrument applications with OpenTelemetry for distributed tracing, metrics, and logs; configure exporters for SigNoz, Jaeger, Prometheus, Grafana, and cloud observability platforms

Generate Terraform modules for AWS infrastructure including VPC, EKS, RDS, S3, Lambda, CloudFront, IAM roles with least-privilege, remote state, and cost optimization