[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-nvidia-memory-consolidation":3,"mdc-fyjbxk-key":33,"related-org-nvidia-memory-consolidation":303,"related-repo-nvidia-memory-consolidation":464},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":22,"repoUrl":23,"updatedAt":24,"license":25,"forks":26,"topics":27,"repo":28,"sourceUrl":31,"mdContent":32},"memory-consolidation","compact agent memory to maintain limits","Keep the memory inside its size limits by compacting rather than truncating, so it stays readable as it ages.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},"nvidia","NVIDIA","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fnvidia.png",[12,16,19],{"name":13,"slug":14,"type":15},"Performance","performance","tag",{"name":17,"slug":18,"type":15},"Memory","memory",{"name":20,"slug":21,"type":15},"Agents","agents",72,"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002Fnemoclaw-community","2026-08-31T09:19:25.278402","Apache-2.0",32,[],{"repoUrl":23,"stars":22,"forks":26,"topics":29,"description":30},[],"Our repository of community driven examples, showcases, and integrations","https:\u002F\u002Fgithub.com\u002FNVIDIA\u002Fnemoclaw-community\u002Ftree\u002FHEAD\u002Fexamples\u002Frecipes\u002Fnvidia\u002Fmemory-driven-chief-of-staff\u002Fprofile\u002Fskills\u002Fmemory-consolidation","---\nname: memory-consolidation\ndescription: Keep the memory inside its size limits by compacting rather than truncating, so it stays readable as it ages.\nversion: 0.1.0\nlicense: Apache-2.0\nplatforms: [linux]\nmetadata:\n  hermes:\n    tags: [memory, maintenance]\n---\n\n# Consolidating the memory\n\nMemory that only grows stops being read, and a memory nobody reads is worse\nthan none — it looks like the system knows things it can no longer surface.\nThis job keeps pages inside the ceilings in `$HERMES_HOME\u002Fschema.md`.\n\nRead the schema's growth-control table first. Work only on pages the repair\njob reported as over their ceiling, or that you can see are over.\n\n## Compact, do not truncate\n\nThe distinction is the whole job.\n\n- **Dated events move**, they do not vanish. A project's dated bullets belong\n  in that project's `log.md`; the main page keeps the current picture.\n- **Superseded state is dropped.** \"Waiting on the vendor to reply\" is dead\n  once the vendor replied. That is not information loss, it is the page\n  catching up.\n- **A person's Recent Interactions past 30 items** become a `Relationship\n  Arc`: a few sentences on how the working relationship changed. Write it\n  once, revise it later, never append to it.\n- **Patterns decay.** A behaviour last observed months ago and never since is\n  weakened or dropped, not restated with confidence it no longer has.\n\n## What must survive\n\n- **Unresolved commitments.** Anything the user owes someone, or is owed,\n  survives compaction regardless of age. Age is not resolution.\n- **Provenance on every claim that survives.** If you keep the claim, keep its\n  footnote. A compacted page full of unsourced assertions is worse than the\n  long one it replaced.\n- **Project history.** Moved to `log.md`, never deleted. Rotate the log at its\n  limit rather than trimming it.\n\n## Bounded work\n\nCompact the pages that are over, and stop. Rewriting the whole memory because\ntwo pages were long is how a maintenance job turns into an outage — and every\nrewrite is an opportunity to lose a footnote.\n\nIf a page needs judgment you cannot make safely — two entries that might be\nthe same project, a commitment you cannot tell is resolved — leave it and say\nso in the log. An honest deferral is a good outcome.\n\n## Log\n\n```markdown\n## [2026-08-18T09:31:00Z] consolidation\n- projects\u002Fbilling_migration: moved 14 dated bullets to log.md, page now 4 sections\n- people\u002Fdana_okoro: Recent Interactions 41 -> 30, wrote Relationship Arc\n- deferred: two entries under concepts\u002F may be the same term, evidence unclear\n```\n",{"data":34,"body":42},{"name":4,"description":6,"version":35,"license":25,"platforms":36,"metadata":38},"0.1.0",[37],"linux",{"hermes":39},{"tags":40},[18,41],"maintenance",{"type":43,"children":44},"root",[45,54,69,74,81,86,148,154,194,200,205,210,216,297],{"type":46,"tag":47,"props":48,"children":50},"element","h1",{"id":49},"consolidating-the-memory",[51],{"type":52,"value":53},"text","Consolidating the memory",{"type":46,"tag":55,"props":56,"children":57},"p",{},[58,60,67],{"type":52,"value":59},"Memory that only grows stops being read, and a memory nobody reads is worse\nthan none — it looks like the system knows things it can no longer surface.\nThis job keeps pages inside the ceilings in ",{"type":46,"tag":61,"props":62,"children":64},"code",{"className":63},[],[65],{"type":52,"value":66},"$HERMES_HOME\u002Fschema.md",{"type":52,"value":68},".",{"type":46,"tag":55,"props":70,"children":71},{},[72],{"type":52,"value":73},"Read the schema's growth-control table first. 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Write it\nonce, revise it later, never append to it.",{"type":46,"tag":91,"props":139,"children":140},{},[141,146],{"type":46,"tag":95,"props":142,"children":143},{},[144],{"type":52,"value":145},"Patterns decay.",{"type":52,"value":147}," A behaviour last observed months ago and never since is\nweakened or dropped, not restated with confidence it no longer has.",{"type":46,"tag":75,"props":149,"children":151},{"id":150},"what-must-survive",[152],{"type":52,"value":153},"What must survive",{"type":46,"tag":87,"props":155,"children":156},{},[157,167,177],{"type":46,"tag":91,"props":158,"children":159},{},[160,165],{"type":46,"tag":95,"props":161,"children":162},{},[163],{"type":52,"value":164},"Unresolved commitments.",{"type":52,"value":166}," Anything the user owes someone, or is owed,\nsurvives compaction regardless of age. Age is not resolution.",{"type":46,"tag":91,"props":168,"children":169},{},[170,175],{"type":46,"tag":95,"props":171,"children":172},{},[173],{"type":52,"value":174},"Provenance on every claim that survives.",{"type":52,"value":176}," If you keep the claim, keep its\nfootnote. A compacted page full of unsourced assertions is worse than the\nlong one it replaced.",{"type":46,"tag":91,"props":178,"children":179},{},[180,185,187,192],{"type":46,"tag":95,"props":181,"children":182},{},[183],{"type":52,"value":184},"Project history.",{"type":52,"value":186}," Moved to ",{"type":46,"tag":61,"props":188,"children":190},{"className":189},[],[191],{"type":52,"value":107},{"type":52,"value":193},", never deleted. 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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},[311,314,317],{"name":312,"slug":313,"type":15},"Documentation","documentation",{"name":315,"slug":316,"type":15},"MCP","mcp",{"name":318,"slug":319,"type":15},"Search","search",21777,"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FNemoClaw","2026-08-25T03:29:57.273192",{"slug":324,"name":324,"fn":325,"description":326,"org":327,"tags":328,"stars":338,"repoUrl":339,"updatedAt":340},"mcore-build-and-dependency","manage Megatron-LM development environments","Container-based dev environment setup and dependency management for Megatron-LM. 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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},[347,350],{"name":348,"slug":349,"type":15},"CI\u002FCD","ci-cd",{"name":333,"slug":334,"type":15},"2026-07-14T05:25:59.97109",{"slug":353,"name":353,"fn":354,"description":355,"org":356,"tags":357,"stars":338,"repoUrl":339,"updatedAt":363},"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},[358,359,360],{"name":348,"slug":349,"type":15},{"name":333,"slug":334,"type":15},{"name":361,"slug":362,"type":15},"GitHub","github","2026-08-28T14:38:16.959248",{"slug":365,"name":365,"fn":366,"description":367,"org":368,"tags":369,"stars":338,"repoUrl":339,"updatedAt":377},"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},[370,373,374],{"name":371,"slug":372,"type":15},"Debugging","debugging",{"name":361,"slug":362,"type":15},{"name":375,"slug":376,"type":15},"Triage","triage","2026-07-14T05:25:57.442089",{"slug":379,"name":379,"fn":380,"description":381,"org":382,"tags":383,"stars":338,"repoUrl":339,"updatedAt":390},"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},[384,387],{"name":385,"slug":386,"type":15},"Best Practices","best-practices",{"name":388,"slug":389,"type":15},"Code Analysis","code-analysis","2026-07-14T05:25:56.18433",{"slug":392,"name":392,"fn":393,"description":394,"org":395,"tags":396,"stars":338,"repoUrl":339,"updatedAt":404},"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, including the mechanical steps for transferring an existing pretrain_gpt.py launch script.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[397,400,403],{"name":398,"slug":399,"type":15},"Machine Learning","machine-learning",{"name":401,"slug":402,"type":15},"Migration","migration",{"name":9,"slug":8,"type":15},"2026-08-21T03:36:57.470256",{"slug":406,"name":406,"fn":407,"description":408,"org":409,"tags":410,"stars":338,"repoUrl":339,"updatedAt":417},"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},[411,414],{"name":412,"slug":413,"type":15},"QA","qa",{"name":415,"slug":416,"type":15},"Testing","testing","2026-07-14T05:25:53.673039",{"slug":419,"name":419,"fn":420,"description":421,"org":422,"tags":423,"stars":338,"repoUrl":339,"updatedAt":428},"mcore-run-on-slurm","launch distributed training jobs on SLURM","How to launch distributed Megatron-LM training jobs on a SLURM cluster. 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