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.
Use when designing, reviewing, debugging, or testing asynchronous state holders, caches, observers, subscriber notifications, memoized or coalesced loads, replay, or one-shot…
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.
MongoDB Atlas Admin API浏览与查询工具，支持50+API分类检索、端点详情查看、Schema定义获取。Use when 需要数据库操作、SQL查询、数据存储管理时使用。不适用于数据库架构设计决策。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。
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.
Stavba nové komponenty nebo interaktivního bloku Atlasu myšlení (Svelte ostrov v Astru) a každá změna UI — podle design tokenů, s přístupností, testy v Playwrightu a snímky ve…
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…
Firmware development for the Arduino Nano (A000005, ATmega328P @ 16 MHz, 5 V) — its 30 KB usable flash, 2 KB SRAM, 1 KB EEPROM, 8-channel 10-bit ADC, six 8-bit PWM pins across…
Use when wiring cross-component dependencies in stack YAML. Covers !terraform.state syntax for passing outputs between
Split a messy working tree into small commits, one purpose and one context per commit, with semantic commit messages (feat, fix, docs, style, refactor, test, chore) written in…
Provision deterministic classic account/character scenarios with isolated state through `./atrinik`.
توفر هذه المهارة هيكل وموديلات ونماذج الاتصال (HTTP & WebSockets) بلغة Dart لربط تطبيق Flutter Desktop مع الـ Backend.
Receive and verify Attentive webhooks. Use when setting up Attentive webhook handlers, debugging signature verification (x-attentive-hmac-sha256), or handling SMS and email events…
Prüft formale und materielle Anforderungen an Atteste in Prüfungsverfahren im Prüfungsrecht Hochschule.
Für Attest und Prüfungsunfähigkeit Schule: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Tatbestands- oder Anspruchsmatrix.
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.
Spesifikasi lengkap mesin lelang Indo-Lelang — WebSocket events, anti-sniping logic, kelipatan bid, lifecycle lot/sesi, dan penentuan pemenang.
Use when an agent, harness, gateway, MCP workflow, or multi-step automation claims completion and the available traces, checkpoints, approvals, tool calls, or deployment records…
Use HarnessKit to inventory, audit, enable, disable, and deploy skills, MCP servers, plugins, hooks, CLIs, configs, memory, and rules across multiple coding agents.
Run a repeatable HIG compliance audit over app code before shipping UI changes, then use the findings to guide remediation.
Audit Apple code signatures, code directories, CDHashes, authorities, Team IDs, designated requirements, provisioning profiles, entitlements, hardened runtime, library validation,…
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.
Read-only audit AND decision advisor for backend/distributed-systems architecture, topology-gated so a Next.js/Supabase monolith and a Kubernetes fleet each see only relevant…
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…
Read-only check that a codemod or bulk transform preserved behavior — compiling is not proof. Use when "did this codemod break anything", "audit this bulk refactor", or before…