Testing & Quality skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

perf-nsight-systems

Nsight Systems (nsys) CLI for system-level timeline profiling. Use when the user wants to run nsys profile, analyze .nsys-rep reports, use nsys stats/analyze/recipe commands, diagnose GPU idle time from timeline traces, or profile distributed training with NCCL overlap analysis. NOT for kernel-level metrics like SOL%, occupancy, or roofline (use perf-nsight-compute-analysis for ncu). NOT for writing or generating kernels. NOT for applying optimizations like CUDA Graphs.

14.13k repo starsObserved in 4 repos

Testing & Quality

GitHub

perf-torch-sync-free

Identify and eliminate host-device synchronizations in PyTorch code. Detects sync points (.item(), .cpu(), boolean indexing, torch.tensor on CUDA), classifies false vs true dependencies, provides sync-free alternatives. Triggers: sync-free, synchronization, .item(), .cpu(), host-device sync, eliminate syncs, CPU stall, non_blocking, set_sync_debug_mode, cudaStreamSynchronize, cudaEventSynchronize, remove syncs, async GPU.

14.13k repo starsObserved in 4 repos

Testing & Quality

GitHub

perf-workload-profiling

Code instrumentation for timing workloads. Two scenarios: (1) Training loop — inject manual timing to report per-iteration latency, throughput (samples/sec), and data load time. (2) Standalone kernel/op — write CUDA event timing code with warmup, per-iteration statistics, and anti-pattern avoidance. Also covers NVTX annotation for labeling profiler timelines. NOT for: running or analyzing profiler tools (nsys, ncu, Nsight Systems, Nsight Compute), writing kernels (Triton, CuTe, CUDA), applying optimizations (CUDA Graphs, gradient checkpointing, fusion), or interpreting roofline/SOL% metrics. Triggers: "measure throughput", "benchmark this function", "time my training loop", "samples per second", "NVTX annotate", "instrument my dataloader", "data load time", "kernel timing", "how do I time".

14.13k repo starsObserved in 4 repos

Testing & Quality

GitHub

ad-accuracy-debug

Debug AutoDeploy accuracy regressions vs a reference score (PyTorch backend or published baseline). Use when an AutoDeploy model's eval score is significantly below the reference and the root cause is unknown.

14.13k repo starsObserved in 3 repos

Testing & Quality

GitHub

ad-conf-check

Check whether AutoDeploy YAML configs were actually applied by analyzing server logs and optionally graph dumps (AD_DUMP_GRAPHS_DIR). Use when the user wants to verify config application, debug config issues, or check if AutoDeploy transforms (piecewise CUDA graph, multi-stream, sharding, fusion, etc.) were applied or fell back. Triggers on: "check config", "verify config", "ad-conf-check", "were my configs applied", "config not working", "check if piecewise is enabled", "check log for config", or any request to compare AD YAML settings against runtime behavior.

14.13k repo starsObserved in 3 repos

Testing & Quality

GitHub

ad-graph-dump

Enable and interpret TensorRT-LLM AutoDeploy FX graph text dumps via AD_DUMP_GRAPHS_DIR. Use when you need before/after graphs per transform, to locate subgraphs, or to confirm a rewrite ran. Paths and behavior are grounded in tensorrt_llm/_torch/auto_deploy (GraphWriter, BaseTransform). Complements ad-add-fusion-transformation.

14.13k repo starsObserved in 3 repos

Testing & Quality

GitHub

eval-render

Evaluate a patched mandoc binary's markdown rendering against the current tools/mandoc-md. Use when the user wants to test, validate, or assess a candidate mandoc build before promoting it. Produces a merge / regression / defer verdict and, on regression, a handoff prompt for an agent in the mandoc source worktree.

14.12k repo starsObserved in 1 repos

Testing & Quality

GitHub

mandoc-fix

Drive a mandoc rendering-bug fix end-to-end — scope the bug class, dispatch a subagent in the mandoc source tree, validate via /eval-render audit + compare, and decide whether to promote. Use when the user has identified (or suspects) a class of `-T markdown` rendering bug and wants the full diagnose → fix → validate → promote cycle.

14.12k repo starsObserved in 1 repos

Testing & Quality

GitHub

run-on-3v4l

Execute PHP code on 3v4l.org to test runtime behavior across multiple PHP versions. Use when you need to verify what PHP actually does with a piece of code.

14.04k repo starsObserved in 1 repos

Testing & Quality

GitHub

rule-validate

Validate implemented React Doctor rules before PR or merge. Use after rule tests pass to review correctness, run RDE against OSS, inspect false positives, generate changesets, write PR descriptions, and triage bot or human review comments.

13.85k repo starsObserved in 1 repos

Testing & Quality

GitHub