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PyTorch torch.compile debugging tools and workflow automation

8 skills · 4 agents

Audit testing in vllm to enforce contracts of correctness.

2 skills · 3 agents · hooks

Tools for creating and managing Claude Code plugins, skills, and agents

3 skills

PyTorch distributed training debugging tools and workflow automation for c10d, DDP, FSDP, and DTensor

1 skill · 1 agent · hooks

MCP server for conversational PyTorch codebase analysis: trace Python->C++->CUDA binding chains, impact analysis, dispatch mapping, call-graph visualization, and test discovery across the PyTorch source.

1 skill · 1 MCP server · hooks

Demo plugin for validating Claude Code plugin infrastructure in CI. Tests hook execution, script invocation, and skill loading.

1 skill · hooks

Deterministic hook system for automatic skill activation and guardrails with skill-developer documentation

1 skill · hooks

Refactor PyTorch test files to be device-agnostic with hardware classification (GENERIC/DEVICE_GENERIC/DEVICE_SPECIFIC/MULTI_DEVICE). Guides analysis, classification, class splitting, and verification.

1 skill · 1 agent

Review PyTorch test refactoring PRs for hw_classification, code patterns, decorators, CI compliance, and PR structure. Acts as a PyTorch maintainer gate before upstream submission.

1 skill · 1 agent

Expert guidance for vLLM's custom compiler - @support_torch_compile decorator, vllmBackend/Inductor passes, PiecewiseBackend graph splitting, and CudaGraphWrapper CUDA graph management

1 skill

Triage vLLM CI failures from PyTorch/Triton version bumps. Groups novel failures by root cause, classifies by repo, rates confidences.

1 skill

Evaluation harness for vllm-test-audit with audit-contract skill, golden dataset, and F1/cost judges.