Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` / `cuda.tile.tune` in cod — from…
Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model with proper validation and optimization.
Best practices for object detection tasks. Use when working on COCO, VOC, or detection architectures like YOLO and DETR.
Analyze and improve a CV and LinkedIn profile for software industry roles. Use when the user asks to "improve my CV", "review my resume", "optimize my LinkedIn profile", "help…
Google ADK (Agent Development Kit) architecture and core concepts. Covers agent types (LLM, Sequential, Parallel, Loop, Multi-agent), tool ecosystem, execution flows, deployment…
Agent system taxonomy (A/B/C/D) based on capabilities - Type A (pure AI), Type B (AI+database context), Type C (AI+web grounding), Type D (AI+database+web).
Overview of Clojure + Google ADK + Vertex AI development environment. Comprehensive lab for building production AI agents using Clojure as primary language, integrating Google ADK…
Context management patterns for multi-source AI agents in Clojure+Vertex AI. Covers 4 context types (static/query/API/previous-result), lifecycle management…
Cost optimization strategies for production AI pipelines in Clojure+Vertex AI. Covers multi-model routing (70% Gemini/20% Haiku/10% Sonnet), token optimization (prompt…
Quick reference cheatsheet for libpython-clj Python interop. Includes initialization, module imports, function calls, data conversions, NumPy/Pandas/Transformers patterns, and…
Deploys the current project to a live HTTPS URL via Cybrix. Activates on any request to make the current project public, get a URL for it, deploy it, ship it, host it, publish it,…
Cyclomatic complexity measurement for JavaScript/TypeScript. Function complexity scoring, threshold enforcement, refactor detection, and per-file complexity reports.
Cypress testing patterns, custom commands, component testing, and CI integration.
Production-grade Cypress E2E and component testing — selectors, network stubbing, auth, CI parallelization, flake elimination, Page Object Model, and TypeScript support.
Use when cypress CI/CD integration including parallelization, test recording, and media capture.
Scaffolds Cypress component tests for React, Vue, and Angular apps using the Cypress CT mount API. Configures webpack/vite dev servers and generates snapshot-based visual…
Implements component and E2E tests using Cypress with cy.mount, cy.intercept, and cy.get selectors. Configures cypress.config.ts with component devServer, custom commands, and…
Creates component and integration tests using the Cypress Testing Library API and cy.intercept for network stubbing.
Creates end-to-end tests with Cypress cy.intercept() for API mocking and cy.wait() for request assertion.
Tests end-to-end avec Cypress, couvrant le setup, les commandes personnalisées, les fixtures, l'interception réseau et l'intégration CI.
Cypress is an open-source browser testing framework for end-to-end, component, and accessibility testing in modern web apps.
Write end-to-end tests with Cypress including browser automation, API testing, component testing, and visual regression.
Use when cypress fundamentals including commands, assertions, fixtures, and E2E testing patterns.
Sets up end-to-end testing with Cypress or Playwright including page objects, fixtures, and CI integration.
Generates production-grade Cypress E2E and component tests in JavaScript or TypeScript. Supports local execution and TestMu AI cloud.
Automates pixel-level visual regression testing using Cypress with cypress-image-snapshot plugin. Compares screenshots against baselines using pixelmatch algorithm with…
规范 czsc 库（混合 Rust + Python，PyO3 + maturin）的版本发布流程。当用户说"发版/发布/release/publish czsc"、"bump 版本"、"出 rc.N+1"、"准备 1.0.0 stable"、要把 Rust crate 推 crates.io 或 wheel 推 PyPI 时使用。本 skill…
Use when applying Cloudflare D1 migrations, fighting Supabase migration history vs SQL execution, choosing direct psql over CLI, designing idempotent migrations, debugging schema…
Generate Drizzle ORM schemas for Cloudflare D1 databases with correct D1-specific patterns. Produces schema files, migration commands, type exports, and DATABASE_SCHEMA.md…
Cloudflare D1 migration workflow: generate with Drizzle, inspect SQL for gotchas, apply to local and remote, fix stuck migrations, handle partial failures.
Use when creating tree diagrams, force-directed networks, Voronoi diagrams, or hierarchical layouts. Invoke for org charts, node-link diagrams, treemaps, dendrograms, force…
Complete D365 Finance & Operations debugging framework. Routes symptoms to correct playbook (Finance, SCM, WMS, Batch, Security, Integration, Performance, Reporting).
Adaptive web scraping framework — handles everything từ single request đến full-scale crawl, tự động thích nghi khi site thay đổi. 59K stars.
Create and adapt Dynamic Agentic Architecture agents that learn and evolve
DACI decision facilitation framework for clarifying decision ownership, reducing decision thrash, and improving governance across product teams.
Build daemon/background processes that start on boot, run continuously, and manage their own lifecycle.
Operational commands for the AgentX daemon on the current host — restart, tail logs, hot-reload config, status, Claude-auth and overage-gate troubleshooting.
Use when adding, refactoring, or auditing TUI code in daft — pickers, inline renderers, modal screens, key handling, terminal lifecycle, or anywhere `enable_raw_mode` /…
Use when building, querying, designing, or discussing the DAG structure, node conventions, edge types, or graph traversal for Terraform resources.
Operations, debugging, and optimization for DAG workflows. Performs root cause analysis on failures, profiles execution performance, aggregates results from parallel branches,…
Executes DAG workflows with parallel wave processing, agent spawning, context isolation, permission enforcement, and full execution tracing.
Dagger is an open-source automation engine for building, testing, and shipping any codebase. It replaces shell scripts and proprietary YAML with real code using SDKs in Go,…
Automatic graph layout using dagre with React Flow (@xyflow/react). Use when implementing auto-layout, hierarchical layouts, tree structures, or arranging nodes programmatically.
Expert guidance for Dagster data orchestration including assets, resources, automation, testing,
Orchestrate data pipelines using Dagster, the cloud-native data orchestration platform. Define data assets as Python functions with automatic lineage tracking, scheduling, and…
Expert guidance for Dagster data orchestration including assets, resources, schedules, sensors, partitions, testing, and ETL patterns.
Interact with Dagster data orchestration platform running locally or on Kubernetes. Use when Claude needs to monitor Dagster runs, get run logs, list assets/jobs, materialize…
ALWAYS USE when working with Dagster assets, resources, IO managers, schedules, sensors, or dbt integration.
Anleitung zur Analyse der DailyQuest Supabase-Datenbank mit der Supabase CLI. Enthält den kompletten Workflow: CLI installieren, authentifizieren, Projekt verknüpfen, Schema…
Structured prompt generation for OpenAI's DALL-E 3 API (images/generations endpoint) with style modifiers, aspect ratio control, and batch variation generation.
Expert on building decentralized applications with Shelby Protocol storage on Aptos. Helps with dApp architecture, wallet integration (Petra), browser SDK usage, React/Vue…
Expert on building decentralized applications on Aptos with frontend integration, wallet connectivity (Petra, Martian, Pontem), TypeScript SDK, transaction submission, and wallet…
Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API.
Expert in building distributed systems using Dapr. Use this for implementing pub/sub, state management, jobs, and secrets abstraction.
Validate Dapr component configs, sidecar annotations, and mTLS settings. Use when: (1) Creating Dapr Component manifests, (2) Adding Dapr annotations to deployments, (3)…
Run the Dark Factory DOT pipeline runner against a goal. Slash command: /factory. Implements StrongDM's Attractor pattern as an external Python runner — .dot files are the…
Use when implementing dark mode — prefers-color-scheme detection, theme persistence, flash-of-unstyled-theme prevention, color token mirroring, image and asset variants, and meta…
基于 gin-gonic/gin 的企业级 Web 框架增强版，提供开箱即用的 JWT 认证、SSE 实时通信、缓存管理、OpenAPI 文档生成等企业级功能。涵盖选项式路由配置、统一响应格式、中间件管理、安全加固、性能优化等完整开发能力。
Audit dark mode implementation. Detects architecture (CSS custom props, Tailwind dark:, JS class toggle), checks contrast, semantic token overrides, dark-specific anti-patterns,…
Write and organize unit tests for functions, methods, and classes using `package:test`. Use when creating new logic or fixing bugs to ensure code remains correct and…