Triage and fix one microsoft/playwright-mcp issue, or do a maintainer's task, unattended inside the Issue triage GitHub Actions workflow (.github/workflows/triage.yml), which a needs-triage, needs-triage-mac or needs-triage-win label starts, or a maintainer starts by hand with an issue, a task or both. Reproduces the issue on the runner, then leaves a verified fix proposal for the workflow to open as a draft PR, in this repo or in microsoft/playwright where the source of the MCP server is, or an investigation note for it to post on the issue. Only for that workflow.
Steady6 mentions in 2 weeks
5 projects use a version of this
39k13d agoReviewMountCreate a free account to mount
Update this GraphRAG uv-workspace monorepo's dependencies and repair the resulting breakages so every check and test passes again. Use when asked to update, upgrade, or bump dependencies/packages/versions, refresh or regenerate the lockfile, migrate to a new major of pandas/numpy/pydantic/pyarrow, resolve dependency-related test or lint failures, or run a "dependency sweep" — even if the user only names a single package. Covers editing pyproject.toml version specifiers across the root dev-deps and every packages/* member, re-locking with uv, and fixing code and tests for library API changes (e.g. pandas 3.0). USE FOR: update dependencies, upgrade packages, bump versions, dependency sweep, uv lock, uv sync, refresh lockfile, migrate pandas/numpy, "deps broke the tests", pyproject bump.
Steady3 mentions in 2 weeks
20 projects use a version of this
37k3mo agoReviewMountCreate a free account to mount
Analyze collected vcpkg CI failure evidence, classify regressions and known failures, identify root causes, recommend actions, and generate a report by package and triplet.
28k18d agoReviewMountCreate a free account to mount
Review microsoft/vcpkg pull requests in GitHub Copilot code review. Check port correctness, packaging, dependencies, licenses, and consumer integration; validate examples when the review time budget permits.
Audit a vcpkg port locally. Reads the port metadata and build recipe, installs the port, inspects extracted sources and installed files, and produces a report covering license risks, vendored code, optional dependencies, and other port review suggestions.
28k18d agoReviewMountCreate a free account to mount
Fetch vcpkg Azure DevOps metadata, failed-step logs, and selected artifacts. Use for acquiring CI evidence, not diagnosing or reporting regressions; use analyze-ci-failures for those tasks. Skip when supplied logs are sufficient.
28k18d agoReviewMountCreate a free account to mount
Address findings in an existing report produced by review-vcpkg-pr or review-vcpkg-prs-today, then push fixes for the user to submit to the contributor. Use only for follow-up fixes to those reviews, including batches. Do not use for generic bug fixes, issue resolution, or PRs without an existing review report. Never open a PR.
28k18d agoReviewMountCreate a free account to mount
Audit and fix out-of-range output writes in ONNX Runtime operator shape-inference functions. Use when reviewing or fixing a contrib (or standard) op TypeAndShapeInference where a getNumOutputs() guard precedes a write to a higher output index - optional trailing outputs make a smaller output count schema-valid, so getOutputType(index) can run one past the declared outputs at Graph::Resolve.
22k3mo agoReviewMountCreate a free account to mount
Patterns and pitfalls for the ONNX domain Attention operator (opset 23/24) CUDA implementation. Use when modifying the dispatch cascade in core/providers/cuda/llm/attention.cc, writing mask/bias CUDA kernels, debugging attention test routing, or adding features to the ONNX Attention op. NOT for contrib domain MultiHeadAttention/GroupQueryAttention.
22k3mo agoReviewMountCreate a free account to mount
Use when rebuilding ONNX Runtime CUDA after editing CUTLASS fused-MHA headers (onnxruntime/contrib_ops/cuda/bert/cutlass_fmha/*.h such as kernel_forward.h or fmha_launch_template.h), or when a header edit "passed" an incremental build but test behavior did not change. Explains the nvcc depfile gotcha that produces stale Memory-Efficient-Attention (MEA) kernels and binaries, and how to force a correct recompile. Also covers disk-space frugality on shared GPU dev boxes.
22k3mo agoReviewMountCreate a free account to mount
Step-by-step checklist for bumping the pinned ONNX dependency / opset in ONNX Runtime (e.g. ONNX 1.21 / opset 26 → 1.22 / opset 27). Use when integrating a new ONNX release or release-candidate, updating the cmake/deps.txt onnx pin or the cmake/external/onnx submodule, regenerating cmake/patches/onnx/onnx.patch, raising kMaxSupportedOpset, or adding a new opset's CPU kernels. Covers the file taxonomy, archive-hash procedures, patch rebase/mirror rules, the RC→formal strategy, and the optimizer/EP gotchas that the automated audit script misses.
22k3mo agoReviewMountCreate a free account to mount
Trigger, re-run, and unblock ONNX Runtime CI checks on a GitHub pull request. Use this skill when a required check is stuck, missing, failed, or needs re-running. Nearly all ORT CI runs as GitHub Actions workflows; only the "Linux Android Emulator QNN CI Pipeline" remains on Azure Pipelines, plus the bot-driven "license/cla" and "Python format" lint checks. Triggers on: rerun CI, retrigger checks, stuck check, missing pipeline, failed CI, license/cla, Python format failure, Doc Gen CI failure, operator docs out of date, /azp run.
22k3mo agoReviewMountCreate a free account to mount
Draft ONNX Runtime release notes using preset configurations for full ORT or scoped component releases. Use when generating highlights with PR links, compiling human contributor acknowledgments from compile_contributors.py output, and applying preset path filtering.
22k3mo agoReviewMountCreate a free account to mount
Run the ONNX Runtime transformers Python tests (onnxruntime/test/python/transformers) against a GPU wheel, and confirm real cuDNN/flash SDPA dispatch. Use when a transformers pytest fails with ModuleNotFoundError onnxruntime.capi, when torch's bundled CUDA/cuDNN libs shadow the ORT-built ones (wrong-version dispatch or load errors), or when you must PROVE a test exercised the cuDNN SDPA decode tier instead of silently skipping/falling back to MATH.
22k3mo agoReviewMountCreate a free account to mount
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