Expert in asynchronous programming patterns across languages (Python asyncio, JavaScript/TypeScript promises, C# async/await, Rust futures).
Transform a Rails application to use Falcon web server with async job processing (async-job), async Action Cable, and Redis-compatible database (Valkey for production).
Use when calling an async def function from Python to ensure every call is awaited before its return value is used as the resolved result.
Advise on async-graphql (Rust GraphQL server library) development questions based STRICTLY on official docs, docs.rs API reference, and the GitHub repository.
Async/await patterns with comprehensive error handling and resource cleanup for Python 3.13. PROACTIVELY activate for: (1) Implementing async API clients, (2) Creating concurrent…
Python async/await patterns for concurrent programming. Covers asyncio, aiohttp, async databases, task groups, and performance optimization.
Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance,…
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications.
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications.
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications.
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications.
Async SQLAlchemy 2.0+ database patterns for FastAPI including session management, connection pooling, Alembic migrations, relationship loading strategies, and query optimization.
Comprehensive pytest skill for async Python testing with proper mocking, fixtures, and patterns from production-ready test suites.
Validate async queue and worker delivery semantics without assuming broker-specific tooling. Use when verifying publish or enqueue confirmation, worker consumption outcomes, retry…
Event-driven API specification with AsyncAPI 3.0 for message-based architectures
AsyncAPI specification handling for event-driven API documentation. Parse, validate, and generate documentation for message-based APIs including Kafka, MQTT, WebSocket, and AMQP…
Generates event-driven architecture documentation from AsyncAPI 3.0 specifications. Uses the AsyncAPI parser-js library to extract channels, message schemas, and server bindings…
Master asynchronous JavaScript patterns including callbacks, promises, async/await, event loop mechanics, and real-world async patterns.
Python asyncio - Modern concurrent programming with async/await, event loops, tasks, coroutines, primitives, aiohttp, and FastAPI async patterns
Guide teams through Acceptance Test-Driven Development workflow. Use when: defining acceptance criteria, running specification workshops, writing user stories with accept — from…
Guide teams through Acceptance Test-Driven Development workflow. Use when: defining acceptance criteria, running specification workshops, writing user stories with accept — from…
Implementacion minima para poner el test actual en GREEN. Sin generalizar, sin refactorizar.
Produce an ATDD-first implementation plan with named design patterns, SOLID audit, and gap review. Use whenever the user wants to plan a feature, fix, or refactor — 'how should we…
Transmutación alquímica de código en cuatro etapas — nigredo (descomposición), albedo (purificación), citrinitas (iluminación), rubedo (síntesis) — con puntos de control de…
Atheris is a coverage-guided Python fuzzer based on libFuzzer. Use for fuzzing pure Python code and Python C extensions.
Analyze dependencies, circular references, and God Classes; author ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.
Write an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted.
Patterns for Atlas database schema management covering HCL/SQL schema definitions, versioned and declarative migrations, linting analyzers, testing, and project configuration.
Map the system architecture — read the codebase, identify services and connections, output a C4-level architecture map as Mermaid diagrams with component descriptions.
当用户说"提交到dev环境"并且当前项目是 atlas-platform 时，自动执行以下流程： 1. 获取当前分支名 2. 切换到 dev 分支 3. 将当前分支（f分支）merge 到 dev 4. push 到远程 dev 分支
Standard 5-phase workflow for most development tasks - bugs, small features, refactors (30-60 min)
Extend Atlas TX's permits workflow with filing-level red-flag scoring, `/permits/[tceqId]` detail pages, and non-legal protest-helper UX built on CID procedural data.
Build Atlas TX water/flood intelligence slices using verified public endpoints, county joins, and TDD-first adapters.
Use to read or write Jira / Confluence (create / update / delete / comment / transition issues and pages, run JQL/CQL) on Windows when the Atlassian MCP and API tokens ar — from…
Integrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use when querying Jira issues with JQL filters, creating and updating ti — from…
Use when wiring cross-component dependencies in stack YAML. Covers !terraform.state syntax for passing outputs between
Universal coding standards and best practices for TypeScript, JavaScript, React, and Node.js. Use when: writing code, reviewing code quality, establishing conventions.
Configure CI/CD pipelines for Attio integrations with GitHub Actions, mock-based unit tests, and live API integration tests.
Collect Attio integration diagnostic evidence -- API health, scopes, object schema, and rate limit status -- for debugging or support tickets.
Deploy Attio integrations to Vercel, Fly.io, Railway, and Cloud Run with proper secrets, health checks, and webhook endpoint configuration.
Optimize Attio API performance -- caching, batch queries, pagination strategies, connection pooling, and latency reduction.
Handle Attio API rate limits with exponential backoff, queue-based throttling, and Retry-After header parsing.
Production reference architecture for Attio CRM integrations -- layered project structure, sync patterns, webhook processing, and multi-environment setup.
Run a repeatable HIG compliance audit over app code before shipping UI changes, then use the findings to guide remediation.
Deep architecture review — catches overengineering, boundary violations, and considers simpler alternatives
Use Cloudsplaining when an agent needs to flag privilege-escalation paths and overbroad IAM permissions before an AWS policy change reaches production.
Audit recent CI runs for anomalies (warnings, uncached docker builds, flaky/slow tests, regressions).
Review code for quality, security, and maintainability following best practices. Use when reviewing pull requests, examining code changes, auditing code quality, or when the user…
Orchestrates comprehensive audits of Claude Code customizations using specialized auditors. Use when auditing multiple components, asking about naming/organization best practices,…
Use when the user says "audit our dev setup" / "setup time, build time, paper cuts" / "DX audit" — reads README + CONTRIBUTING + Makefile + package.json scripts + docker-compose +…
Audit frontend API calls against backend implementation for any project. Auto-detects API client library (axios, fetch, ky), state management (TanStack Query, SWR, Redux), and…
Audit Claude Code hooks for safety, correctness, and best practices compliance. Checks settings.json configuration, hook scripts, error logging, and deployment readiness.
Audit infrastructure — secrets, Docker, deps, CORS, webhooks, migrations, CI/CD, monitoring
Use when the user says "audit my observability" / "audit logging/tracing/alerting" / "what are we blind to" / "review my Sentry/Datadog setup" — reads the connected observability…
Static performance audit of a route, page, server function, or module — finds N+1 query patterns, missing DB indexes for filtered/joined columns, oversized SELECT * fetches,…
Use Deptry when an agent needs to verify that a Python project's declared dependencies still match the imports the code actually uses.
Audit a live Redis instance's config — maxmemory + eviction, persistence (RDB/AOF), replication, slow-log, ACL, TLS.
Guides audit findings remediation program management including finding prioritization by severity (critical, high, medium, low), owner assignment, remediation planning, deadline…
Audit and refactor CSS to comply with Game Loopers design system and BEM methodology
Support SOX 404 compliance with control testing methodology, sample selection, and documentation standards.