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This includes adding requirement entries, clarifying the capability overview, reorganizing requirement docs, and keeping validators and imports aligned.\n\nUse `simready-foundation-add-capability` when the capability folder does not exist.\n\n## Prerequisites\nBefore editing, read:\n\n- `AGENTS.md`\n- `nv_core\u002Fsr_specs\u002Fdocs\u002Fguides\u002Fnaming_conventions.md`\n- target `capability-*.md`\n- target `requirements.md`\n- target `requirements\u002F*.md`\n- target `validation.py`\n- feature manifests that reference requirements in this capability\n\n## Inputs\n\nCollect or infer:\n\n| Input | Requirement |\n|---|---|\n| `capability_path` | Existing capability folder. |\n| `change_type` | Add requirement, reorganize docs, update scope, validator registration, or cleanup. |\n| `requirement_changes` | Requirement docs being added, moved, or updated. |\n| `validator_changes` | Validation module updates needed. |\n| `feature_impact` | Features affected by requirement changes. |\n\n## Instructions\n\nUse this checklist when changing the repository:\n\n1. Confirm the capability folder and overview\u002Findex files exist.\n2. Classify the change as documentation-only, requirement-index, validator, or contract-impacting.\n3. Update `capability-\u003Cslug>.md` when scope, requirement list, related docs, or validation status changes.\n4. Update `requirements.md` to include every requirement doc exactly once.\n5. Add or move requirement docs with `simready-foundation-add-requirement` or `simready-foundation-update-requirement` guidance.\n6. Update `validation.py` and `capabilities\u002F__init__.py` only when executable validators or imports change.\n7. If requirement semantics changed, hand off to feature\u002Fprofile update skills.\n8. Validate consistency:\n   - every requirement doc is indexed\n   - every indexed requirement file exists\n   - validator registrations reference documented requirement IDs\n   - features do not reference removed or renamed requirement IDs\n\n## Examples\n\nExample request:\n\n```text\nUpdate an existing SimReady Foundation capability to clarify its requirements and validation coverage.\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- Avoid broad reorganization unless it removes real confusion.\n- Preserve existing requirement codes and links whenever possible.\n- Keep capability scope broad enough for related requirements but narrow enough to be meaningful.\n- Record validation gaps honestly instead of implying coverage that does not exist.\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. 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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},[742,743,744],{"name":732,"slug":733,"type":15},{"name":717,"slug":718,"type":15},{"name":745,"slug":746,"type":15},"GitHub","github","2026-07-27T06:06:12.278222",{"slug":749,"name":749,"fn":750,"description":751,"org":752,"tags":753,"stars":722,"repoUrl":723,"updatedAt":761},"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},[754,757,758],{"name":755,"slug":756,"type":15},"Debugging","debugging",{"name":745,"slug":746,"type":15},{"name":759,"slug":760,"type":15},"Triage","triage","2026-07-14T05:25:57.442089",{"slug":763,"name":763,"fn":764,"description":765,"org":766,"tags":767,"stars":722,"repoUrl":723,"updatedAt":774},"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},[768,771],{"name":769,"slug":770,"type":15},"Best Practices","best-practices",{"name":772,"slug":773,"type":15},"Code Analysis","code-analysis","2026-07-14T05:25:56.18433",{"slug":776,"name":776,"fn":777,"description":778,"org":779,"tags":780,"stars":722,"repoUrl":723,"updatedAt":788},"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},[781,784,787],{"name":782,"slug":783,"type":15},"Machine Learning","machine-learning",{"name":785,"slug":786,"type":15},"Migration","migration",{"name":9,"slug":8,"type":15},"2026-07-17T06:07:11.777011",{"slug":790,"name":790,"fn":791,"description":792,"org":793,"tags":794,"stars":722,"repoUrl":723,"updatedAt":801},"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},[795,798],{"name":796,"slug":797,"type":15},"QA","qa",{"name":799,"slug":800,"type":15},"Testing","testing","2026-07-14T05:25:53.673039",{"slug":803,"name":803,"fn":804,"description":805,"org":806,"tags":807,"stars":722,"repoUrl":723,"updatedAt":812},"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},[808,809],{"name":717,"slug":718,"type":15},{"name":810,"slug":811,"type":15},"Infrastructure","infrastructure","2026-07-14T05:25:49.362534",{"slug":814,"name":814,"fn":815,"description":816,"org":817,"tags":818,"stars":722,"repoUrl":723,"updatedAt":826},"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},[819,822,823],{"name":820,"slug":821,"type":15},"Code Review","code-review",{"name":745,"slug":746,"type":15},{"name":824,"slug":825,"type":15},"Pull Requests","pull-requests","2026-07-14T05:26:01.226578",{"slug":828,"name":828,"fn":829,"description":830,"org":831,"tags":832,"stars":722,"repoUrl":723,"updatedAt":835},"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},[833,834],{"name":796,"slug":797,"type":15},{"name":799,"slug":800,"type":15},"2026-07-14T05:25:54.928983",{"slug":837,"name":837,"fn":838,"description":839,"org":840,"tags":841,"stars":722,"repoUrl":723,"updatedAt":846},"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},[842,845],{"name":843,"slug":844,"type":15},"Automation","automation",{"name":732,"slug":733,"type":15},"2026-07-30T05:29:03.275638",496,{"items":849,"total":926},[850,859,872,882,894,904,915],{"slug":75,"name":75,"fn":851,"description":852,"org":853,"tags":854,"stars":20,"repoUrl":21,"updatedAt":858},"add SimReady capability documentation","Add SimReady capability docs, requirement indexes, validation stubs, and registrations for new requirement families.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[855,856,857],{"name":13,"slug":14,"type":15},{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"2026-07-14T05:34:08.047242",{"slug":860,"name":860,"fn":861,"description":862,"org":863,"tags":864,"stars":20,"repoUrl":21,"updatedAt":871},"simready-foundation-add-feature","add SimReady features and documentation","Use for adding SimReady feature docs, manifests, requirement mappings, validation strategy, and index entries.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[865,866,869,870],{"name":13,"slug":14,"type":15},{"name":867,"slug":868,"type":15},"Engineering","engineering",{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"2026-07-14T05:34:23.330216",{"slug":873,"name":873,"fn":874,"description":875,"org":876,"tags":877,"stars":20,"repoUrl":21,"updatedAt":881},"simready-foundation-add-feature-adapter","mutate USD assets with feature adapters","Use for adding SimReady feature adapters that mutate USD assets between exact feature or profile versions.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[878,879,880],{"name":867,"slug":868,"type":15},{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"2026-07-14T05:34:02.999518",{"slug":883,"name":883,"fn":884,"description":885,"org":886,"tags":887,"stars":20,"repoUrl":21,"updatedAt":893},"simready-foundation-add-profile","add SimReady profile versions","Use for adding SimReady profile versions with feature bundles, docs, indexes, and validation notes.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[888,889,890,891],{"name":13,"slug":14,"type":15},{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},{"name":892,"slug":683,"type":15},"Validation","2026-07-14T05:34:00.482781",{"slug":341,"name":341,"fn":895,"description":896,"org":897,"tags":898,"stars":20,"repoUrl":21,"updatedAt":903},"add atomic SimReady requirements","Use for adding atomic SimReady requirements with stable IDs, docs, examples, indexes, and validator follow-up.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[899,900,901,902],{"name":13,"slug":14,"type":15},{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},{"name":892,"slug":683,"type":15},"2026-07-14T05:34:11.881936",{"slug":905,"name":905,"fn":906,"description":907,"org":908,"tags":909,"stars":20,"repoUrl":21,"updatedAt":914},"simready-foundation-add-runtime-test","add SimReady runtime tests","Use for adding SimReady runtime tests, runner expectations, batch\u002Fjob\u002Freport notes, and validation evidence.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[910,911,912,913],{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},{"name":799,"slug":800,"type":15},{"name":892,"slug":683,"type":15},"2026-07-14T05:34:09.295859",{"slug":916,"name":916,"fn":917,"description":918,"org":919,"tags":920,"stars":20,"repoUrl":21,"updatedAt":925},"simready-foundation-add-validator","add executable SimReady validators","Use for adding executable SimReady validators that report requirement IDs with focused pass\u002Ffail coverage.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[921,922,923,924],{"name":867,"slug":868,"type":15},{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},{"name":892,"slug":683,"type":15},"2026-07-14T05:34:14.407249",26]