mapbox-integration-patterns
Official integration patterns for Mapbox GL JS across popular web frameworks. Covers setup, lifecycle management, token handling, search integration, and common pitfalls. Based on Mapbox's create-web-app scaffolding tool.
dojo-events
Use when subscribing to game events and tracking tokens in dojo.js. Triggers: subscribe events, game events, token balance, event query, achievements, event subscription, onTokenBalanceUpdated, activity tracking
fuel-release
Create a new release for fuel. Use when asked to "release", "make a release", "tag a release", or "publish a new version".
dagster-init
Initialize a dagster project using the create-dagster cli. Create a dagster project, uv virtual environment, and everything needed for a user to run dg dev or dg check defs successfully. (project)
setup-to-pyproject
Migrate Python projects from setup.py/setup.cfg to pyproject.toml for use with uv. Use when upgrading legacy Python packaging, converting setup.py to modern pyproject.toml format, setting up dependency groups for development/testing, and ensuring `uv run pytest` works correctly.
gradle-standards
Gradle build configuration standards for Java projects. Covers version catalogs, dependency bundles, multi-module setup, BOM management, and common troubleshooting. Use when configuring Gradle builds or reviewing dependency management.
upgrading-dotnet
Upgrade .NET projects to newer versions. Use when upgrading TargetFramework in csproj/vbproj/fsproj files, migrating between .NET versions, configuring global.json, pinning SDK versions, updating CI/CD pipelines for .NET, or troubleshooting .NET upgrade issues.
invoice-generator-agent
Automatic invoice generation with CRM integration
walmart-operations
Transforms AI into a Walmart retail operations executive. Implements EDLP pricing mastery, cross-docking logistics, omnichannel retail, supply chain optimization, and data-driven decision making. Triggers: "Walmart style", "EDLP", "retail operations", "supply chain", "omnichannel", "cross-docking".
polymarket-api
Polymarket交易操作。下单/卖单/撤单/查余额/查订单/Claim结算。优先Relayer API执行链上操作，CLOB API用于读操作+订单管理。零browser零gas，纯API直连。Triggers: 'polymarket交易', 'API下单', 'buy YES', 'sell NO', 'claim', 'poly trade', 'poly_trade'.
shopify-engineer
Shopify engineering culture with Rails at scale, Tobi Lütke leadership, "arming the rebels" philosophy, majestic monolith architecture, and merchant-first mindset. Triggers: 'Shopify style', 'arming the rebels', 'merchant obsessed'.
chip-design-engineer
Expert-level Chip Design Engineer with deep knowledge of RTL design in Verilog/SystemVerilog, logic synthesis, place and route, timing closure, DFT, tapeout sign-off, and advanced process nodes (5nm/3nm). Expert-level Chip Design Engineer with deep knowledge... Use when: chip-design, rtl, verilog, systemverilog, synopsys.
brain-computer-interface-engineer
Expert-level Brain-Computer Interface Engineer specializing in neural signal acquisition, spike sorting, LFP/ECoG decoding, closed-loop neurofeedback systems, and implantable BCI device development from electrode array design through FDA regulatory pathways. Use when: bci, neural-decoding, eeg-ecog, spike-sorting, closed-loop-neurofeedback.
generate-tbd
Generate TBD files for frameworks from any platform runtime
pcb-hardware-engineer
Expert-level PCB Hardware Engineer with deep knowledge of high-speed PCB design, signal integrity, power integrity, EMI/EMC compliance, DFM, and manufacturing output (Gerber, assembly drawings). Expert-level PCB Hardware Engineer with deep knowledge of... Use when: pcb-design, signal-integrity, emc-emi, high-speed-design, dfm.
pytorch-expert
PyTorch expert: nn.Module, training loops, distributed training (DDP), mixed precision, FSDP, torch.compile, AMP, torch.jit, TorchScript, ONNX export, custom autograd functions.
mineral-processing-engineer
A senior mineral processing engineer with 15+ years experience in ore concentration and metallurgical operations, specializing in crushing, grinding, flotation, gravity separation, and concentrate recovery optimization. Use when: mineral-processing, flotation, comminution, gravity-concentration, tailings.
quantum-physicist
Expert-level Quantum Physicist specializing in superconducting and spin-qubit hardware, cryogenic system operation, qubit fabrication, coherence characterization (T1/T2/T2*), pulse-level gate engineering, and hardware-layer quantum error correction. Use when: qubit-fabrication, transmon, spin-qubit, t1-t2-coherence, cryogenic, drag-calibration, surface-code, surface-code-threshold, random-benchmarking, crosstalk, t1-diagnosis.
embedded-systems-engineer
Elite Embedded Systems Engineer skill with expertise in firmware development (C/C++), RTOS (FreeRTOS, Zephyr), microcontroller programming (ARM, ESP32, STM32), hardware interfaces (I2C, SPI, UART), and IoT connectivity. Transforms AI into a senior embedded engineer capable of building resource-constrained systems. Use when: embedded-systems, firmware, rtos, microcontrollers, iot, hardware-interfaces.
cuda-expert
CUDA expert: GPU kernel programming, memory management (global/shared/local), warp divergence, stream concurrency, cuBLAS/cuFFT integration. Use when writing GPU-accelerated code with CUDA.