[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-nvidia-submit-github-bug-issue":3,"mdc-p0051-key":37,"related-repo-nvidia-submit-github-bug-issue":1372,"related-org-nvidia-submit-github-bug-issue":1446},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":20,"repoUrl":21,"updatedAt":22,"license":23,"forks":24,"topics":25,"repo":32,"sourceUrl":35,"mdContent":36},"submit-github-bug-issue","submit GitHub bug issues","Use when converting QA findings, black-box failures, red-team reports, regression evidence, or local bug notes into GitHub Issues for NVIDIA\u002FTensorRT-Model-Connect. Standardizes checking issue templates, checking labels, de-duplicating existing issues, drafting a bug report, creating the issue on GitHub, applying the bug label, and verifying the created issue.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},"nvidia","NVIDIA","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fnvidia.png",[12,16,17],{"name":13,"slug":14,"type":15},"GitHub","github","tag",{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"Triage","triage",190,"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FTensorRT-Model-Connect","2026-08-31T09:19:07.142338",null,35,[26,27,28,29,30,31],"ai-agents","ai-native","cpp","huggingface","inference","pytorch",{"repoUrl":21,"stars":20,"forks":24,"topics":33,"description":34},[26,27,28,29,30,31],"From PyTorch model to end-to-end TensorRT inference experience in two commands—AI-native, cross-platform, and built for the best possible user experience.","https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FTensorRT-Model-Connect\u002Ftree\u002FHEAD\u002Fplugins\u002Ftrtmc-agent-skills\u002Fskills\u002Fsubmit-github-bug-issue","---\nname: submit-github-bug-issue\ndescription: >-\n  Use when converting QA findings, black-box failures, red-team reports,\n  regression evidence, or local bug notes into GitHub Issues for\n  NVIDIA\u002FTensorRT-Model-Connect. Standardizes checking issue templates,\n  checking labels, de-duplicating existing issues, drafting a bug report,\n  creating the issue on GitHub, applying the bug label, and verifying the\n  created issue.\n---\n\n# Submit GitHub Bug Issue\n\n## Purpose\n\nFile actionable QA findings as GitHub issues in the active repository:\n`NVIDIA\u002FTensorRT-Model-Connect`.\n\nUse this skill for bug issue submission only. Use `$submit-github-pr` for pull\nrequests and `$write-git-messages` for commit, PR, squash, or rebase messages.\n\n## Ground Rules\n\n- Treat GitHub as the active repository:\n  `https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FTensorRT-Model-Connect.git`.\n- Use the local `github` remote when Git operations are needed.\n- Do not push branches or change repository files unless the user explicitly\n  asks for code or skill edits.\n- Do not create duplicate issues. Search first and reuse an existing issue when\n  it already captures the same root cause.\n- Keep claims evidence-based. Do not invent repro results, labels, issue\n  numbers, hardware, CI behavior, severity, or suspected code locations.\n- Prefer English issue text for GitHub unless the user explicitly requests\n  another language.\n- Never read, print, transform, or replay tokens\u002Fpasswords from Git credential\n  helpers. Use an already authenticated `gh` session.\n\n## Workflow\n\n### 1. Authenticate And Resolve The Repository\n\n```bash\ngh auth status\ngh repo view NVIDIA\u002FTensorRT-Model-Connect \\\n  --json nameWithOwner,url,defaultBranchRef\ngit remote get-url github\n```\n\nIf `gh` is unavailable, unauthenticated, or cannot read the repository, stop\nand ask the user to authenticate outside the sandbox. Do not fall back to\nextracting credentials or unauthenticated REST calls for this private\nrepository.\n\n### 2. Gather Evidence\n\nRead the source artifact before drafting. For QA reports, extract:\n\n- finding ID and severity\n- concise symptom\n- exact repro command or test case\n- observed exit code, output, logs, or artifact path\n- expected behavior\n- affected model, strategy, command, or component\n- environment details\n- evidence count or case IDs\n- suspected source path only when the evidence supports it\n\nIf the finding is too vague to create an actionable issue, ask for the missing\ncritical detail instead of filing a weak report.\n\nFor a CI-generated finding, anchor the report to the exact source commit and\nthe public, automated `TRTMC Internal CI \u002F Automated premerge gate` status. Include a minimal public\nreproduction whenever possible. Internal CI logs, artifacts, package details,\nrunner details, and internal URLs are private evidence: do not copy them into a\nSource issue. When authorized internal evidence is needed to establish the root\ncause, summarize only the public, actionable conclusion and preserve the\nSource-versus-Internal publication boundary.\n\n### 3. Check Issue Templates\n\nCheck local templates:\n\n```bash\nfind .github -maxdepth 3 -type f \\\n  \\( -path \".github\u002FISSUE_TEMPLATE\u002F*\" -o -name \"ISSUE_TEMPLATE.md\" \\) \\\n  -print\n```\n\nWhen a local template exists, follow it. When no local template exists, use the\ninline fallback bug format in the draft step below.\n\n### 4. Check Labels\n\nVerify that the requested label exists before creating the issue:\n\n```bash\ngh label list --repo NVIDIA\u002FTensorRT-Model-Connect --limit 100\n```\n\nFor bug reports, use `bug` when it exists. If it does not exist, create the\nissue without inventing a replacement label and report that the label was\nmissing.\n\n### 5. Search For Duplicates\n\nSearch open issues using concrete terms from the finding: CLI flags, model\nnames, failing command, error string, source path, and root-cause wording.\n\n```bash\ngh issue list \\\n  --repo NVIDIA\u002FTensorRT-Model-Connect \\\n  --state open \\\n  --search \"\u003Csymptom terms>\"\n```\n\nIf a strong duplicate exists, do not file a new issue. Report the existing issue\nURL and explain the match. If the match is weak, file the new issue and mention\nrelated issues in the body only when relevant.\n\n### 6. Draft The Issue\n\nUse a concise title that starts with `Bug:` and names the failing behavior, not\nonly the component or severity.\n\nDefault bug format when the repository has no template:\n\n````markdown\n## Summary\n\n\u003COne short paragraph describing the bug and why it is wrong.>\n\n## Environment\n\n- Binary\u002Fversion: \u003Cvalue if known>\n- TensorRT\u002FCUDA\u002Fplatform\u002FGPU: \u003Cvalues if known>\n- Source run: \u003CQA run, CI run, machine, or date if known>\n\n## Affected Scope\n\n\u003CCommands, strategies, models, components, or cases affected. Use bullets or a\nsmall table when useful.>\n\n## Steps To Reproduce\n\n```bash\n\u003Cminimal command sequence>\n```\n\n## Actual Behavior\n\n\u003CObserved output, exit code, logs, generated artifacts, or failure mode.>\n\n## Expected Behavior\n\n\u003CThe contract the product should satisfy.>\n\n## Impact\n\n\u003CWhy this matters for users, CI, correctness, reliability, or debuggability.>\n\n## Suspected Location\n\n\u003CSource path or subsystem, only when evidence supports it.>\n````\n\nOmit sections that are truly inapplicable, but keep `Summary`, `Steps To\nReproduce`, `Actual Behavior`, `Expected Behavior`, and `Impact` for normal QA\nbugs.\n\n### 7. Create The Issue\n\nCreate only after the user has authorized issue creation. Avoid writing a\ntemporary body file unless the user asked for a local artifact; `gh` accepts\nstdin:\n\n```bash\ngh issue create \\\n  --repo NVIDIA\u002FTensorRT-Model-Connect \\\n  --title \"Bug: \u003Cconcise symptom>\" \\\n  --body-file - \\\n  --label bug\n```\n\nOmit `--label bug` when the label check proved it is absent. Do not create a\nlabel unless the user explicitly requested label administration.\n\n### 8. Verify And Report\n\nAfter creation, verify the issue state, URL, title, and labels:\n\n```bash\ngh issue view \u003Cnumber> \\\n  --repo NVIDIA\u002FTensorRT-Model-Connect \\\n  --json number,title,state,labels,url\n```\n\nReport back with:\n\n- issue URL and number\n- label status, especially whether `bug` was applied\n- template status\n- duplicate-search result\n- exact evidence or repro that was not independently verified\n- any limitation, such as missing label or incomplete environment details\n\n## Multiple Findings\n\nFile one issue per root cause. 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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.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1431,1432,1433],{"name":13,"slug":14,"type":15},{"name":9,"slug":8,"type":15},{"name":1416,"slug":1417,"type":15},"2026-08-31T09:19:05.749614",{"slug":1436,"name":1436,"fn":1437,"description":1438,"org":1439,"tags":1440,"stars":20,"repoUrl":21,"updatedAt":1445},"write-git-messages","draft and review Git commit 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 contribution text before pushing\u002Fopening a PR.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1441,1443,1444],{"name":1442,"slug":258,"type":15},"Git",{"name":1416,"slug":1417,"type":15},{"name":1401,"slug":1402,"type":15},"2026-08-31T09:18:59.866567",{"items":1447,"total":1594},[1448,1464,1482,1491,1501,1511,1524,1538,1551,1562,1574,1583],{"slug":1449,"name":1449,"fn":1450,"description":1451,"org":1452,"tags":1453,"stars":1461,"repoUrl":1462,"updatedAt":1463},"nemoclaw-user-guide","retrieve NemoClaw documentation and configuration","Guides human users' AI agents to the NemoClaw docs MCP server and canonical Fern documentation in Markdown form. Use when users ask how to install, configure, operate, troubleshoot, secure, or learn NemoClaw with an AI coding assistant. Trigger keywords - nemoclaw docs, use nemoclaw with ai agent, nemoclaw mcp docs, nemoclaw install help, nemoclaw quickstart, nemoclaw markdown docs, llms.txt, agent skills.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1454,1455,1458],{"name":1398,"slug":1399,"type":15},{"name":1456,"slug":1457,"type":15},"MCP","mcp",{"name":1459,"slug":1460,"type":15},"Search","search",21777,"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FNemoClaw","2026-08-25T03:29:57.273192",{"slug":1465,"name":1465,"fn":1466,"description":1467,"org":1468,"tags":1469,"stars":1479,"repoUrl":1480,"updatedAt":1481},"mcore-build-and-dependency","manage Megatron-LM development environments","Container-based dev environment setup and dependency management for Megatron-LM. 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