Complex multi-step operations in React Native. Use when implementing flows with multiple async steps, state machine patterns, or debugging flow ordering issues.
Styling patterns for React Native with NativeWind and BrandColors. Use when working with styles, themes, colors, responsive layouts, or platform-specific UI in Expo/React Native.
Testing patterns for React Native with Jest and React Native Testing Library. Use when writing tests, mocking Expo modules, testing Zustand stores, or debugging test failures.
Zustand state management patterns for React Native. Use when working with Zustand stores, debugging state timing issues, or implementing async actions in Zustand.
CRITICAL: Use for Robius app architecture patterns. Triggers on: Tokio, async, submit_async_request, 异步, 架构, SignalToUI, Cx::post_action, worker task, app structure, MatchEvent,…
Use when assigning Roblox feature ownership, code location, dependencies, startup, or client-server boundaries without imposing a framework.
Use when reviewing Roblox or Luau code for security, performance, monetization, data persistence, or architecture risks.
Set up or review safe player data persistence for a Roblox game so players never lose progress. Use when writing, reviewing, or debugging DataStore / save / load code, adding…
Design and build a Roblox game's economy from the developer's own vision — currencies, income, luck/rarity/mutations, modifiers, progression, rebirths, shops, sinks.
Use when working with Roblox Studio through built-in MCP for scripts, scenes, generated assets, input, or playtesting.
Guidelines for building RoboCorp RPA automation with Python, emphasizing functional programming, Pydantic validation, and async operations.
Helps with FTC robot development workflow including building, deploying, and debugging. Use when connecting to robot, troubleshooting ADB, building code, deploying to Control Hub,…
Production-grade skill for Robot Framework keyword-driven testing. Covers project structure, keywords, variables, libraries (Selenium, Requests, Database), resources,…
Generates Robot Framework tests in keyword-driven syntax with Python. Supports SeleniumLibrary, RequestsLibrary, and custom keywords.
Use when a task needs the judgment of a Robotics Engineer — deriving forward/inverse kinematics for a serial-link manipulator from Denavit-Hartenberg parameters, sizing a joint…
Robotische Operation: moderner Medizinrechts-Skill für Da-Vinci-/Robotik-OP, Bedienfehler, Training, Herstellerhinweis und Aufklärung: Robotische Operation: moderner…
Robusta Kubernetes observability and alert automation platform. USE WHEN installing Robusta OR configuring playbooks OR setting up notification sinks OR troubleshooting Kubernetes…
Analyze Rails application upgrade path. Checks current version, finds latest release, fetches upgrade notes and diffs, then performs selective upgrade preserving local…
Runs Fable 5 and OpenAI Codex as co-founders on the Rocket Fuel operating system. Fable is the Visionary (vision, plan, standards, final review); Codex is the Integrator (filters…
AMD ROCm GPU computing stack for HIP kernel development and GPU-accelerated library usage. Use when: writing HIP kernels (.hip files), using…
Configura y verifica Docker con soporte GPU AMD ROCm y NVIDIA CUDA. Realiza preflight checks, configura runtime para AMD (--device=/dev/kfd --device=/dev/dri --group-add=render) y…
Use when editing .v files, debugging Rocq/Coq builds (type mismatch, Admitted, failed to unify, axiom warnings, coqc errors), searching for lemmas in stdlib or MathComp,…
Rod is a high-level Go library built directly on the Chrome DevTools Protocol for web automation and scraping.
Use when building or testing RTL in ROHD (Dart), rohd_bridge, or rohd_hcl and hitting hierarchy-violation errors, "Bad state: No element" at sim setup, co-simulation failures,…
Curriculum AI engineering từ toán học lên production — 503 bài học, 20 phase, 320 giờ. MIT license. Build từ first principles: backprop, transformer, LLM, agent, swarm.
Nightly code and architecture health scan. Passively triggered by scheduler (cron or GitHub Actions), not invoked by users directly.
QA coverage reference for build skills. Defines test pyramid (unit/E2E/visual/smoke), coverage requirements, and CI gates. Ensures quality assurance across all testing layers.
Autonomous BACKLOG executor. Runs on a schedule (hourly via cron or GitHub Actions), scans BACKLOG.md for 📋 Todo items, and routes each to the appropriate skill: US-XXX →…
Planning and executing metadata rollbacks and emergency hotfixes in Salesforce orgs. Use when a production deployment causes regression and needs to be reverted, or when an urgent…
Plan deployment rollback strategies. Create rollback runbooks covering database migrations, feature flags, cache invalidation, and dependency version management.
Create a concise rollback card with immutable release identity, data compatibility and measurable kill criteria before deployment.
Rollen-Modell RASCI für KI-Governance: KI-Beauftragte, IT-Sicherheit, Datenschutzbeauftragte, Compliance, Fachbereiche, Geschäftsführung, Betriebsrat.
Review cross-cutting operational readiness after implementation and before deployment. Use when a concrete change may alter runtime prerequisites, failure visibility, deployment…
Write Python code in the style of Armin Ronacher, creator of Flask and Jinja2. Emphasizes pragmatic minimalism, explicit over implicit, and composable design.
Find the true source, not symptoms — systematic debugging from observation to permanent fix
Systematic debugging — reproduce, bisect, prove the cause with a falsifiable hypothesis, fix minimally, re-verify against the original repro.
Detects seven structural anti-patterns in Claude Projects that cause unpredictable output, ignored instructions, and degraded quality.
Diagnoses and fixes Claude behavioral issues in system prompts and Projects using tested countermeasure templates.
Guides selection of identity, reasoning, and output approaches for Claude prompts based on task characteristics.
Analyzes Claude Project context budget using the two-pool architecture: knowledge files (~66,500 token RAG threshold) vs. threshold-exempt overhead.
Specialized agentic and context engineering prompt methodology for Claude. Use when designing AI agents — system prompts, tool definitions, context window architectures, failure…
Specialized business strategy prompt methodology for Claude. Provides 11 tested approaches (3 identity, 4 reasoning, 4 output formats) for consulting, M&A, corporate strategy, and…
Specialized software engineering prompt methodology for Claude. Use when building prompts for system design, code review, incident response, security analysis, API design,…
Comprehensive audit of a user's entire Claude environment — combines Project audit (six-dimension Project Scorecard, seven anti-patterns) with Global audit (six-dimension Global…
Audits and optimizes the five global Claude layers (User Preferences, Styles, Global Memory, Skills, MCP Connectors) using the Global Layer Scorecard (six dimensions, anchored 1-5…
Eight tested identity approaches for Claude prompts, each shaping depth, vocabulary, reasoning style, and what Claude treats as obvious vs. requiring explanation.
Rebalances context across Memory, Custom Instructions, knowledge files, and User Preferences in Claude Projects.
Tested output format specifications for Claude prompts. Use when the user wants a specific deliverable structure — retrieving, reviewing, customizing, or building output…
Audits and scores Claude Projects using a six-dimension Scorecard with anchored 1-5 rubrics and detects seven structural anti-patterns.
Generates a structured Project Brief — a comprehensive markdown document that extracts goals, architecture, knowledge file inventory, Custom Instructions summary, Memory contents,…
Builds complete, optimized Claude prompts and Project scaffolds from task descriptions. Use when building, designing, creating, or structuring a Claude prompt or system prompt.
Evaluates and scores Claude prompts and system prompts using a six-dimension Scorecard with anchored 1-5 rubrics.
Tested reasoning approaches for Claude prompts — 18 variants across 6 categories (Analytical, Strategic, Creative, Technical, Research, Comparative).
Produces structured XML session continuation documents for multi-session workflows. Captures all active work streams, decisions with rationale, uploaded file content, conversation…
Comprehensive ROS 2 engineering guide covering workspace setup, node architecture, communication patterns (topics/services/actions with QoS), lifecycle and component nodes, launch…
ROS2 Launch 进阶技能 - Python Launch、多 launch 嵌套、事件处理、条件启动、参数替换
MoveIt 2: MoveGroup C++/Python API, IK solvers, OMPL planning, MoveIt Servo, SRDF.
Package & build wiring: ros2 pkg create, package.xml, ament_cmake CMakeLists, ament_python setup.py, colcon build/source, installing launch & config, custom .msg/.srv interface…
Authoritative guidelines for writing production-grade ROS 2 (Humble) Python 3.11+ code (leveraging 3.12+ features where compatible) for Physical AI applications.
Testing: launch_testing, gtest/pytest, rosbag2 C++/Python APIs, ros2trace profiling.