[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-nvidia-simready-foundation-update-validator":3,"mdc-usjes0-key":34,"related-repo-nvidia-simready-foundation-update-validator":616,"related-org-nvidia-simready-foundation-update-validator":698},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":29,"sourceUrl":32,"mdContent":33},"simready-foundation-update-validator","update SimReady foundation validators","Use for updating SimReady validators, failure messages, edge cases, and tests while preserving requirement semantics.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},"nvidia","NVIDIA","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fnvidia.png",[12,16,17,20],{"name":13,"slug":14,"type":15},"Validation","validation","tag",{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"Simulation","simulation",{"name":21,"slug":22,"type":15},"Testing","testing",52,"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002Fsimready-foundation","2026-07-14T05:33:55.491032","Apache-2.0",8,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"SimReady Foundation is a central repository for defining simulation content specifications based on various runtime use cases. ","https:\u002F\u002Fgithub.com\u002FNVIDIA\u002Fsimready-foundation\u002Ftree\u002FHEAD\u002Fskills\u002Fsimready-foundation-update-validator","---\nname: simready-foundation-update-validator\ndescription: \"Use for updating SimReady validators, failure messages, edge cases, and tests while preserving requirement semantics.\"\nlicense: Apache-2.0\nmetadata:\n  author: \"Shaad Boochoon \u003Csboochoon@nvidia.com>\"\n  tags:\n    - simready\n    - validator\n    - maintenance\n---\n\n\n# SimReady Update Validator\n\n## Purpose\nUse this skill when a validator exists but is stale, wrong, incomplete, too strict, too loose, or out of sync with requirement docs.\n\nIf changing validator behavior changes the contract, coordinate requirement and feature version updates instead of silently altering published validation semantics.\n\n## Prerequisites\nBefore editing, read:\n\n- `AGENTS.md`\n- target `validation.py`\n- requirement docs for every registered requirement in the checker\n- feature manifests and profiles that include those requirements\n- existing tests or sample assets for the capability\n\n## Inputs\n\nCollect or infer:\n\n| Input | Requirement |\n|---|---|\n| `checker` | Existing class\u002Ffunction to update. |\n| `requirement_codes` | Requirement IDs affected. |\n| `bug_or_gap` | False positive, false negative, crash, message issue, missing edge case, or docs drift. |\n| `contract_impact` | Editorial\u002Fbug fix or changed pass\u002Ffail semantics. |\n| `test_evidence` | Report, asset, stack trace, or expected behavior. |\n\n## Instructions\n\nUse this checklist when changing the repository:\n\n1. Reproduce or inspect the reported validator behavior when possible.\n2. Compare validator logic to requirement docs and feature manifest usage.\n3. Classify the change:\n   - Bug fix: implementation failed to match existing requirement.\n   - Contract change: desired behavior differs from documented requirement.\n4. For bug fixes, patch the validator and tests\u002Fsamples.\n5. For contract changes, update requirement docs and create new feature\u002Fprofile versions before or alongside validator changes.\n6. Keep failure messages stable unless they are unclear or wrong.\n7. Preserve existing valid edge cases unless the requirement explicitly changes.\n8. Validate:\n   - focused pass\u002Ffail assets or tests\n   - import\u002Fsyntax checks where possible\n   - affected feature\u002Fprofile validation when tooling is available\n\n## Examples\n\nExample request:\n\n```text\nUpdate an existing SimReady validator after a requirement behavior change.\n```\n\nExpected result summary:\n\n```text\nchanged_files: updated docs, manifests, indexes, validators, or adapters\nvalidation: focused checks for the changed contract\nremaining_gaps: downstream feature, profile, adapter, or runtime-test follow-up\n```\n\n## Policies\n\n- Do not broaden a validator to cover undocumented requirements.\n- Do not remove a failure without explaining why the requirement allows the case.\n- Avoid changing registration IDs except to fix a clear mismatch with docs.\n- If tooling is unavailable, report the exact environment gap and the narrower checks performed.\n\n## Limitations\n\n- Do not silently change published contracts; add versions when behavior changes.\n- Do not update docs without checking validator, manifest, profile, adapter, and runtime-test impact.\n- Do not broaden a change beyond the selected requirement, capability, feature, profile, validator, or adapter.\n\n## Troubleshooting\n\n- Error: the requested change alters a published contract. Solution: create a new version and preserve the old artifact.\n- Error: docs and machine-readable manifests diverge. Solution: make the JSON\u002FTOML and markdown agree, then rerun focused checks.\n- Error: downstream profile or adapter impact is unclear. Solution: list the affected artifacts before making broad edits.\n\n## Resources\n\n- `assets\u002Fopenai.yaml` preserves optional UI metadata for clients that read skill display hints. 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validators","Use for adding executable SimReady validators that report requirement IDs with focused pass\u002Ffail coverage.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[692,693,694,695],{"name":638,"slug":639,"type":15},{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},{"name":13,"slug":14,"type":15},"2026-07-14T05:34:14.407249",26,{"items":699,"total":854},[700,716,734,745,757,771,784,798,809,820,834,843],{"slug":701,"name":701,"fn":702,"description":703,"org":704,"tags":705,"stars":713,"repoUrl":714,"updatedAt":715},"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},[706,707,710],{"name":625,"slug":626,"type":15},{"name":708,"slug":709,"type":15},"MCP","mcp",{"name":711,"slug":712,"type":15},"Search","search",21777,"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FNemoClaw","2026-07-20T06:00:01.461044",{"slug":717,"name":717,"fn":718,"description":719,"org":720,"tags":721,"stars":731,"repoUrl":732,"updatedAt":733},"mcore-build-and-dependency","manage Megatron-LM development environments","Container-based dev environment setup and dependency management for Megatron-LM. Covers acquiring and launching the CI container, uv package management, and updating uv.lock.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[722,725,728],{"name":723,"slug":724,"type":15},"Containers","containers",{"name":726,"slug":727,"type":15},"Deployment","deployment",{"name":729,"slug":730,"type":15},"Python","python",17049,"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FMegatron-LM","2026-07-27T06:06:11.249662",{"slug":735,"name":735,"fn":736,"description":737,"org":738,"tags":739,"stars":731,"repoUrl":732,"updatedAt":744},"mcore-bump-base-image","update NVIDIA PyTorch base images","Bump the NVIDIA PyTorch base image (`nvcr.io\u002Fnvidia\u002Fpytorch:YY.MM-py3`) used by Megatron-LM CI. Covers the two pin sites (GitHub CI in `docker\u002F.ngc_version.dev` and GitLab CI in `.gitlab\u002Fstages\u002F01.build.yml`), the post-bump CI loop (re-run functional tests, refresh golden values, mark broken tests), and the gotchas that bit PRs",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[740,743],{"name":741,"slug":742,"type":15},"CI\u002FCD","ci-cd",{"name":726,"slug":727,"type":15},"2026-07-14T05:25:59.97109",{"slug":746,"name":746,"fn":747,"description":748,"org":749,"tags":750,"stars":731,"repoUrl":732,"updatedAt":756},"mcore-cicd","manage CI\u002FCD pipelines for Megatron-LM","CI\u002FCD reference for Megatron-LM. Covers CI pipeline structure, PR scope labels, triggering internal GitLab CI (which force-pushes the current branch to a pull-request\u002FBRANCH ref — always dry-run and verify the destination first; never run against shared or protected branches), and CI failure investigation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[751,752,753],{"name":741,"slug":742,"type":15},{"name":726,"slug":727,"type":15},{"name":754,"slug":755,"type":15},"GitHub","github","2026-07-27T06:06:12.278222",{"slug":758,"name":758,"fn":759,"description":760,"org":761,"tags":762,"stars":731,"repoUrl":732,"updatedAt":770},"mcore-create-issue","investigate CI failures and create issues","Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[763,766,767],{"name":764,"slug":765,"type":15},"Debugging","debugging",{"name":754,"slug":755,"type":15},{"name":768,"slug":769,"type":15},"Triage","triage","2026-07-14T05:25:57.442089",{"slug":772,"name":772,"fn":773,"description":774,"org":775,"tags":776,"stars":731,"repoUrl":732,"updatedAt":783},"mcore-linting-and-formatting","lint and format Megatron-LM code","Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruff, black, isort, pylint, mypy), and code style rules.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[777,780],{"name":778,"slug":779,"type":15},"Best Practices","best-practices",{"name":781,"slug":782,"type":15},"Code Analysis","code-analysis","2026-07-14T05:25:56.18433",{"slug":785,"name":785,"fn":786,"description":787,"org":788,"tags":789,"stars":731,"repoUrl":732,"updatedAt":797},"mcore-migrate-gpt-to-hybrid","migrate Megatron-LM models to HybridModel","Migration guide for moving Megatron Core GPTModel checkpoints, model providers, training commands, and layer mappings to HybridModel.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[790,793,796],{"name":791,"slug":792,"type":15},"Machine Learning","machine-learning",{"name":794,"slug":795,"type":15},"Migration","migration",{"name":9,"slug":8,"type":15},"2026-07-17T06:07:11.777011",{"slug":799,"name":799,"fn":800,"description":801,"org":802,"tags":803,"stars":731,"repoUrl":732,"updatedAt":808},"mcore-onboard-gb200-1node-tests","onboard functional tests for GB200","Onboard 1-node GitHub MR functional tests for GB200 from existing mr-scoped 2-node tests.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[804,807],{"name":805,"slug":806,"type":15},"QA","qa",{"name":21,"slug":22,"type":15},"2026-07-14T05:25:53.673039",{"slug":810,"name":810,"fn":811,"description":812,"org":813,"tags":814,"stars":731,"repoUrl":732,"updatedAt":819},"mcore-run-on-slurm","launch distributed training jobs on SLURM","How to launch distributed Megatron-LM training jobs on a SLURM cluster. Covers a minimal sbatch skeleton, environment-variable setup for torch.distributed.run, CUDA_DEVICE_MAX_CONNECTIONS rules across hardware and parallelism modes, container conventions, monitoring, and per-rank failure diagnosis.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[815,816],{"name":726,"slug":727,"type":15},{"name":817,"slug":818,"type":15},"Infrastructure","infrastructure","2026-07-14T05:25:49.362534",{"slug":821,"name":821,"fn":822,"description":823,"org":824,"tags":825,"stars":731,"repoUrl":732,"updatedAt":833},"mcore-split-pr","split pull requests to reduce review load","Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[826,829,830],{"name":827,"slug":828,"type":15},"Code Review","code-review",{"name":754,"slug":755,"type":15},{"name":831,"slug":832,"type":15},"Pull Requests","pull-requests","2026-07-14T05:26:01.226578",{"slug":835,"name":835,"fn":836,"description":837,"org":838,"tags":839,"stars":731,"repoUrl":732,"updatedAt":842},"mcore-testing","run and manage Megatron-LM tests","Test system for Megatron-LM. Covers test layout, recipe YAML structure, adding and running unit and functional tests, golden values, marker filters, and CI parity.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[840,841],{"name":805,"slug":806,"type":15},{"name":21,"slug":22,"type":15},"2026-07-14T05:25:54.928983",{"slug":844,"name":844,"fn":845,"description":846,"org":847,"tags":848,"stars":731,"repoUrl":732,"updatedAt":853},"nightly-sync","manage nightly main-to-dev sync workflows","Domain knowledge for the nightly main-to-dev sync workflow. Covers merge strategy, CI architecture, failure investigation, and known issues.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[849,852],{"name":850,"slug":851,"type":15},"Automation","automation",{"name":741,"slug":742,"type":15},"2026-07-30T05:29:03.275638",496]