TensorRT-Model-Connect Skills

Plugin trtmc-agent-skills in NVIDIA/TensorRT-Model-Connect. Commands read from the repo's manifest — today.

Skills (12)

• debug-trt-mismatch

  Diagnose a TensorRT-Model-Connect family whose native output disagrees with its declared reference or family-owned correctness contract.

• doc-sync

  Audit and update TensorRT-Model-Connect documentation when code, public APIs, family ownership, commands, or model support have changed.

• fp16-trt-network

  Implement or review FP16 and BF16 behavior in one family-owned, strongly typed TensorRT network without changing unrelated families.

• optimize-model-precision

  Evaluate supported precision, quantization, or selected FP32-layer choices for one TensorRT-Model-Connect family with matched correctness and timing.

• pr-babysitter

  Use when monitoring GitHub pull request CI, diagnosing failed checks, rebasing branches onto github/main, applying narrowly scoped fixes, and updating PRs until their latest checks are green or a human blocker is identified.

• profile-model

  Measure one TensorRT-Model-Connect model through its public Task API or run a checked-in performance-matrix entry with comparable evidence.

• review-trtmc-pr

  Review a TensorRT-Model-Connect GitHub PR or local contributor branch against the current post-#1093 model-family isolation architecture, repository rules, behavioral correctness, third-party dependency and license obligations, and exact-head validation evidence. Use for contributor self-review befo

• setup-trtmc-environment

  Prepare a TensorRT-Model-Connect development or validation environment from a fresh checkout on a host without a known working setup.

• submit-github-bug-issue

  Use when converting QA findings, black-box failures, red-team reports, regression evidence, or local bug notes into GitHub Issues for NVIDIA/TensorRT-Model-Connect. Standardizes checking issue templates, checking labels, de-duplicating existing issues, drafting a bug report, creating the issue on Gi

• submit-github-pr

  Use when publishing an existing TensorRT-Model-Connect change as a GitHub pull request. Verifies authenticated repository access, branch and diff scope, validation evidence, commit identity, reviewer-facing text, exact pushed head, and the created draft PR without merging it.

• transform-model

  Add a Hugging Face or local checkpoint to TensorRT-Model-Connect as a self-contained family, or extend the family that already owns it.

• write-git-messages

  Draft, revise, or review Git commit messages, PR titles, PR descriptions, and squash or rebase merge messages. Use when Codex needs to summarize a diff for reviewers, convert rough notes into a commit or PR message, check a message against Git and Conventional Commits style, or prepare repository co

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