40 tagged gpu-computing, measured the same way as everything else here.
Skill Claude CodeCodex
NVIDIA-specific TornadoVM workflows on the CUDA backend — profile with Nsight Systems (nsys) and read NVTX ranges, use the hybrid library-task API (cuBLAS/cuBLASLt/cuDNN/cuFFT/cuSPARSE/cuTENSOR/CUTLASS/NCCL native calls from Java), print the generated CUDA-C kernel, and fuzz-test the CUDA-C backend with tornado-fuzz.…
Skill Claude CodeCodex
Run a measured performance/correctness campaign on the TornadoVM runtime — profile first (JFR for host, Nsight Systems for driver), falsify the hypothesis with a standalone probe, A/B against a same-build baseline, then ship one PR per measured claim. Use when asked to make TornadoVM faster, to find where time goes in…
Skill Claude CodeCodex
Build, test, and contribute to TornadoVM's OpenCL/CUDA/Metal backends — make BACKEND targets, tornado-test (quickPass/single-class), checkstyle-before-PR, one-line commits, the develop-branch PR flow, and the recurring graalJars/setvars build gotchas. Use when building the project, running or adding unit tests, or…
Skill Claude CodeCodex
Use for hipfire quant calibration, imatrix-driven experiments, KLD/PPL quality evaluation, k-map/format selection, MQ/HFQ/HFP/MFP tradeoff work, ParoQuant-style weight transform planning, and KV policy planning. Use when deciding whether a calibrated model candidate should be promoted, rejected, packaged, or sent…
Skill Claude CodeCodex
Use Kernel Atlas to collect phase-aware hipfire measurements and render ISA Fit View visualizations for AMD GPU kernels, quant formats, and architectures. Use when a user asks how MQ/HFQ/HFP/Q8 quants occupy hardware, asks for an ASCII ISA visualization, wants to compare gfx1010/gfx1030/gfx11/gfx12 kernel fit, or…
Skill Claude CodeCodex
Use when porting a hipfire feature/fix branch authored against pre-0.1.20 master onto post-modular master. Walks through the engine→hipfire-runtime + per-arch-crate split mechanically, then surfaces semantic conflicts that need human judgment.
Instructions file CodexOpenCode
AGENTS.md instructions for warpfront/hipfire, covering agents.md — project notice + testing playbook, notice for ai agents working with hipfire, what hipfire is, what this notice asks of you and what this notice does not ask of you.
Instructions file
Claude Code instructions for warpfront/hipfire, covering hipfire: rust-native inference engine for amd rdna gpus, mission, architecture, pflash status and building, testing & gates.
Skill Claude CodeCodex
Onboard or periodically reverify and benchmark a Hugging Face model on an exact target GPU platform. Use when asked to add a model recipe, refresh a maintained recipe on a supplied GPU server, benchmark serving, create reproducible experiments and a durable results report, fully qualify and tune the model's Emmy…
Skill Claude CodeCodex
Use this skill when the user asks to re-run an article's benchmarks, reproduce blog post numbers, validate that an article URL still holds, check whether the latest code still performs like a published post, or otherwise compare re-measured Emmy results with published results. It fetches the article, finds its…
Skill Claude CodeCodex
Tune Emmy kernels for a Hugging Face model, traced IR, or golden YAML. Use when asked to tune a model or golden set, seed MCTS with model-proposed knob configurations, compare hybrid proposals against MCTS-only search, diagnose slow or failing kernels, refresh per-GPU goldens, or produce a per-kernel tuning findings…
Agent Claude Code
Senior Architect reviewer. Reviews plans and diffs for simplicity, duplication, encapsulation and abstraction. Read-only — never edits code. Use before opening a PR, or when a design decision needs a second opinion.
Agent
Find current open-weight model momentum and exact identities on Hugging Face.
Agent
Qualify one model on the workflow-owned GPU and produce reviewed Emmy artifacts.
Instructions file CodexOpenCode
Instructions for cloudrift-ai/emmy, covering agents.md, project overview, prerequisites, running tests and the realization corpus.
Instructions file
Instructions for cloudrift-ai/emmy, a project described as: Optimized GPU compiler for LLM inference. Choose from a list of optimized recipes or optimize your own model via kernel fusion, autotuning, and advanced scheduling. Run benchmarks across different GPU types and configurations, track results and share…
Command
Command "ARCHITECTURE" from cloudrift-ai/emmy, covering commands architecture, layered design, layers, emmy/recipe/ — recipe library and emmy/deploy/ — deploy library.
MCP server Claude CodeCodexCursor +2
MCP server "openhcs" as configured in OpenHCSDev/openhcs. Runs locally from the openhcs[gui,mcp,viz] Python package.
Skill Claude CodeCodex
Operate local OpenHCS microscopy workflows through the bundled MCP server. Use when Codex needs to inspect plate data, discover processing functions, author or validate pipelines, compile and execute jobs, control viewers, or interact with a running OpenHCS GUI.
MCP server Claude CodeCodexCursor +2
High-Content Screening image processing engine with native GPU support. Runs locally from the openhcs Python package.
MCP server Claude CodeCodexCursor
Verified GPU compute for Blender rendering with signed receipts and proof. Remote server at api.farpy.com.
At most 3 mods per repository are shown here — the rest are on their repository pages: