NemoClaw / langchain-deepagents-code
AGENTS.md23k starsChanged 13 days agoApache-2.0View on GitHub
Use the shared dependency-upgrade workflow for version changes. This guide describes the maintained component boundaries, not a release checklist. requirements.in and dependency-overrides.in feed the hash-locked dependency graph in requirements.lock. Read the lock's generation command before regenerating it. Resolve the graph on the supported Python version and target platform. Dockerfile.base installs that graph, applies dependency compatibility changes, runs pip check, and checks the runtime contract. The installed-package validator is validate-runtime-contract.py; host-side immutable-image validation lives in scripts/checks/validate-dcode-runtime-contract.mts. Dockerfile consumes the base image…
Trending
Less talk lately.about the whole repository
Who's talking about NVIDIA/NemoClaw
- NVIDIA Developer“Build an Always-On AI Assistant with OpenClaw and NemoClaw on DGX Spark”YouTube · Apr 17, 2026 · 644k views
- FuturMinds“Nvidia NemoClaw Cloud Setup in Under 15 Minutes | Secured OpenClaw Setup”YouTube · Mar 19, 2026 · 65k views
- FuturMinds“NVIDIA NemoClaw Explained in 5 Minutes (OpenClaw for Business)”YouTube · Mar 17, 2026 · 37k views
- Fahd Mirza“NVIDIA NemoClaw + OpenShell: OpenClaw Agent in a Secure Sandbox - Local vLLM Setup”YouTube · Mar 17, 2026 · 15k views
- Berzaf | AI Automation“NemoClaw on Windows — The ONLY Method That Actually Works (WSL2)”YouTube · Mar 21, 2026 · 2.5k views
The biggest 5 of 83 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 83
Talked about on GitHub, YouTube, Bluesky, Hacker News and the web (83 times).
On GitHub · 50
- Jul 8, 2026fix(cron): mirror runner env proxy in model preflight — openclaw/openclaw2 reactions · 6 comments
- Mar 25, 2026feature: make it possible to select alternatives for software we installing (e.g. for openclaw) — Osmantic/ODS2 reactions · 4 comments
- Jul 30, 2026chore(deps): bump plugins/nemoclaw from `a47ddd8` to `fa96c91` — openclaw/crabpot1 reaction · 2 comments
- Jul 28, 2026chore(deps): bump plugins/nemoclaw from `a47ddd8` to `3d88c04` — openclaw/crabpot1 reaction · 2 comments
- Jul 27, 2026chore(deps): bump plugins/nemoclaw from `ec9abd9` to `a47ddd8` — openclaw/crabpot1 reaction · 2 comments
45 more on GitHub
- Jul 24, 2026chore(deps): bump plugins/nemoclaw from `c1bda80` to `ac5579e` — openclaw/crabpot1 reaction · 2 comments
- Jul 23, 2026chore(deps): bump plugins/nemoclaw from `c1bda80` to `3ef2ca8` — openclaw/crabpot1 reaction · 2 comments
- Jul 22, 2026chore(deps): bump plugins/nemoclaw from `c1bda80` to `acfa261` — openclaw/crabpot1 reaction · 2 comments
- Jul 21, 2026chore(deps): bump plugins/nemoclaw from `c1bda80` to `1143aa5` — openclaw/crabpot1 reaction · 2 comments
- Jul 20, 2026chore(deps): bump plugins/nemoclaw from `c1bda80` to `09a5268` — openclaw/crabpot1 reaction · 2 comments
- Jul 14, 2026chore(deps): bump plugins/nemoclaw from `4b58fee` to `457311c` — openclaw/crabpot1 reaction · 2 comments
- Jul 9, 2026chore(deps): bump plugins/nemoclaw from `0662be4` to `e962d05` — openclaw/crabpot1 reaction · 1 comment
- Jul 8, 2026chore(deps): bump plugins/nemoclaw from `bd38b38` to `0662be4` — openclaw/crabpot1 reaction · 1 comment
- Jul 7, 2026chore(deps): bump plugins/nemoclaw from `3a05b54` to `bd38b38` — openclaw/crabpot1 reaction · 1 comment
- Jul 6, 2026chore(deps): bump plugins/nemoclaw from `acacf93` to `3a05b54` — openclaw/crabpot1 reaction · 1 comment
- Jun 16, 2026chore(deps): bump plugins/nemoclaw from `b3500bf` to `a1b1144` — openclaw/crabpot1 reaction · 4 comments
- Jun 12, 2026chore(deps): bump plugins/nemoclaw from `0f99ee5` to `b3500bf` — openclaw/crabpot1 reaction · 1 comment
- Jun 11, 2026chore(deps): bump plugins/nemoclaw from `8827570` to `0f99ee5` — openclaw/crabpot1 reaction · 1 comment
- Jun 10, 2026chore(deps): bump plugins/nemoclaw from `16470fa` to `8827570` — openclaw/crabpot1 reaction · 3 comments
- Jun 9, 2026chore(deps): bump plugins/nemoclaw from `2b68caa` to `16470fa` — openclaw/crabpot1 reaction · 1 comment
- Jun 8, 2026chore(deps): bump plugins/nemoclaw from `2246a4b` to `2b68caa` — openclaw/crabpot1 reaction · 1 comment
- Jun 5, 2026TUI markdown renderer strips underscores inside fenced code blocks, corrupting Python dunder syntax — openclaw/openclaw1 reaction · 2 comments
- Jun 5, 2026chore(deps): bump plugins/nemoclaw from `0578c72` to `2246a4b` — openclaw/crabpot1 reaction · 1 comment
- Jun 3, 2026chore(deps): bump plugins/nemoclaw from `0578c72` to `f1a2ee3` — openclaw/crabpot1 reaction · 2 comments
- Jun 2, 2026chore(deps): bump plugins/nemoclaw from `faa0b8e` to `0578c72` — openclaw/crabpot1 reaction · 1 comment
- May 29, 2026chore(deps): bump plugins/nemoclaw from `be6eefe` to `faa0b8e` — openclaw/crabpot1 reaction · 1 comment
- May 28, 2026chore(deps): bump plugins/nemoclaw from `a5768a2` to `be6eefe` — openclaw/crabpot1 reaction · 1 comment
- May 27, 2026chore(deps): bump plugins/nemoclaw from `14b2be2` to `a5768a2` — openclaw/crabpot1 reaction · 2 comments
- May 25, 2026chore(deps): bump plugins/nemoclaw from `c84b6f1` to `14b2be2` — openclaw/crabpot1 reaction · 2 comments
- May 22, 2026chore(deps): bump plugins/nemoclaw from `449f6f4` to `c84b6f1` — openclaw/crabpot1 reaction · 2 comments
- Apr 15, 2026Agents https://github.com/NVIDIA/NemoClaw Wire In or Create Repository for an APP or both — midnghtsapphire/revvel-standards1 reaction
- Mar 19, 2026openshell sandbox create --from <Dockerfile> fails with timeout when the resulting image is large (e.g., 2.5 GB). — NVIDIA/OpenShell1 reaction · 1 comment
- Nov 7, 2026chore(deps): bump plugins/nemoclaw from `37ca4cb` to `b7dcc9b` — openclaw/crabpot0 reactions · 1 comment
- Nov 2, 2026chore(deps): bump plugins/nemoclaw from `37ca4cb` to `88fe14f` — openclaw/crabpot0 reactions · 2 comments
- Oct 30, 2026chore(deps): bump plugins/nemoclaw from `37ca4cb` to `a08ae7a` — openclaw/crabpot0 reactions · 2 comments
- Oct 27, 2026Add NVIDIA hosted model shutdown pages — alixgrosbard/model-migrate0 reactions
- Oct 26, 2026chore(deps): bump plugins/nemoclaw from `37ca4cb` to `7312e7f` — openclaw/crabpot0 reactions · 3 comments
- Oct 24, 2026chore(deps): bump plugins/nemoclaw from `37ca4cb` to `f00fb1d` — openclaw/crabpot0 reactions · 2 comments
- Oct 23, 2026chore(deps): bump plugins/nemoclaw from `37ca4cb` to `29acfc5` — openclaw/crabpot0 reactions · 2 comments
- Oct 23, 2026Update k8s gpu autoscaling — NVIDIA/nemoclaw-community0 reactions · 5 comments
- Oct 20, 2026fix(e2e): admit approved OpenShell templates in GPU controller — sjmaple/cr-NemoClaw0 reactions
- Oct 19, 2026chore(deps): bump plugins/nemoclaw from `37ca4cb` to `7a099ae` — openclaw/crabpot0 reactions · 2 comments
- Oct 18, 2026chore(deps): bump plugins/nemoclaw from `37ca4cb` to `8a5718d` — openclaw/crabpot0 reactions · 2 comments
- Oct 14, 2026bug(ocsf): process events omit command arguments — NVIDIA/OpenShell0 reactions · 2 comments
- Oct 14, 2026bug(ocsf): HTTPS requests record an HTTP URL scheme — NVIDIA/OpenShell0 reactions · 1 comment
- Oct 3, 2026[Add] NemoClaw (NVIDIA/NemoClaw) — PyTorchKR/landscape0 reactions
- Oct 1, 2026[Enhancement]: Qualify warm OpenClaw conversation continuation for VoiceClaw R1b — NVIDIA/NeMo-Fabric0 reactions
- Oct 1, 2026[Enhancement]: Qualify external OpenClaw attachment for deployed application clients — NVIDIA/NeMo-Fabric0 reactions
- Sep 22, 2026chore(deps): bump plugins/nemoclaw from `a47ddd8` to `37ca4cb` — openclaw/crabpot0 reactions · 4 comments
- Aug 4, 2026chore(deps): bump plugins/nemoclaw from `a47ddd8` to `0de2789` — openclaw/crabpot0 reactions · 3 comments
On YouTube · 21
- Apr 17, 2026Build an Always-On AI Assistant with OpenClaw and NemoClaw on DGX Spark — NVIDIA Developer644k views · 32 comments
- Mar 19, 2026Nvidia NemoClaw Cloud Setup in Under 15 Minutes | Secured OpenClaw Setup — FuturMinds65k views · 226 comments
- Mar 17, 2026NVIDIA NemoClaw Explained in 5 Minutes (OpenClaw for Business) — FuturMinds37k views · 42 comments
- Mar 17, 2026NVIDIA NemoClaw + OpenShell: OpenClaw Agent in a Secure Sandbox - Local vLLM Setup — Fahd Mirza15k views · 29 comments
- Mar 21, 2026NemoClaw on Windows — The ONLY Method That Actually Works (WSL2) — Berzaf | AI Automation2.5k views · 18 comments
16 more on YouTube
- Mar 17, 2026You need to see this: NemoClaw 🛠️ #Shorts — Repo Radar Official1.5k views
- Mar 21, 2026NVIDIA Just Launched NemoClaw (OpenClaw AI Agents Explained) — AI & Automations1.3k views
- Mar 18, 2026NemoClaw - GitHub Trending Today — GitHub Trending Digest1.2k views · 2 comments
- Apr 2, 2026NemoClaw - NVIDIA Just Open-Sourced a Security Cage for Your AI Agent #Shorts — GithubTrends1.1k views
- Sep 5, 2026Nvidia Just Open Sourced Its Own Agent Sandbox — Hidden Repos - GitHub gems nobody talks about874 views
- Mar 21, 2026NVIDIA Just Launched NemoClaw (OpenClaw AI Agents Explained) — AI & Automations761 views
- Mar 19, 2026NemoClaw: NVIDIA's Security Stack for the AI Agent Era — scrollypedia673 views
- Jun 4, 2026OpenShell: The Portable Sandboxing Primitive You Can Use Anywhere | NVIDIA's AI Agent Security — htekdev556 views
- Mar 21, 2026The Cheapest Way to Run Production AI Agents | Nemoclaw — Slow Climb Daily433 views · 11 comments
- Mar 18, 2026NVIDIA NemoClaw is INSANE! Is it End of Unsafe AI ? Set up NVIDIA NemoClaw — Shyam Achuthan305 views
- Apr 19, 2026Stop Running AI Agents Unprotected! NVIDIA NemoClaw Tutorial — Harish K226 views
- Jun 27, 2026NVIDIA NemoClaw GitHub Tutorial: OpenShell Security Architecture — Alex Hitt204 views
- Mar 17, 2026How NVIDIA is Caging AI Agents with NemoClaw 🛡️ — AINexLayer198 views
- Mar 26, 2026The End of Rogue AI Agents: Breaking Down NVIDIA NemoClaw 🛡️🤖 — AINexLayer121 views
- Mar 20, 2026NVIDIA NemoClaw Full Tutorial – Run Secure AI Agents Locally — Slow Climb Daily57 views
- Oct 21, 2026NemoClaw - free open source tool — RepoDrop33 views
On Bluesky · 9
- Apr 17, 2026NVIDIA just open-sourced NemoClaw — a stack for running OpenClaw agents in sandboxed containers. If you deploy agents in production,… — @clawnewsai.bsky.social1 likes and repost
- Apr 17, 2026NVIDIA has unveiled NemoClaw, an open-source stack for securely running OpenClaw assistants in OpenShell, enhancing safety and simplifying… — @ai-linkstream.bsky.social1 likes and repost
- Mar 25, 2026Interessant ist auch der Teil zu NVIDIAs Open Source Stack für openclaw.ai namens NemoClaw, der u.a. eine eigene Security-Architektur… — @superrieu.bsky.social1 likes and repost · 1 reply
- Mar 18, 2026NVIDIA/NemoClaw: NVIDIA plugin for secure installation of OpenClaw #devopsish — @chrisshort.net1 likes and repost
- Mar 31, 20264. NemoClaw (TypeScript) github.com/NVIDIA/NemoClaw The agent physically cannot reach anything outside its policy boundaries. > Zero… — @coreati.bsky.social0 likes and reposts · 1 reply
4 more on Bluesky
- Mar 20, 2026エヌビディア NemoClaw Nvidia NemoClaw 🔺 377 💬 50 🔗 HN Post | Article — @hacker-news-jp.bsky.social0 likes and reposts · 1 reply
- Mar 19, 2026github.com/NVIDIA/NemoC... IMO these projects are not the signs of a business with a secure position. A secure position, for better or… — @vanilla.sh0 likes and reposts · 1 reply
- Mar 19, 2026Nvidia NemoClaw View Article | Join the HN Conversation Summary of HN discussion 🧵👇 — @hncompanion.com0 likes and reposts · 1 reply
- Mar 19, 20261/2 Nvidia lanza NemoClaw para la creación de agentes web Nvidia ha publicado NemoClaw, una herramienta diseñada para que agentes de IA… — @eltableroglobal.bsky.social0 likes and reposts · 1 reply
On Hacker News · 2
- Mar 18, 2026Nvidia NemoClaw385 points · 261 comments
- Mar 17, 2026NemoClaw: Nvidia plugin for secure installation of OpenClaw4 points
On the web · 1
- Mar 22, 2026NVIDIA/NemoClaw | Tech signals — hdatf.com
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,439 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository37 other files it gives its agents.
- AGENTS.mdAGENTS.md
- docs/AGENTS.mdAGENTS.md
- .dsh/tools/AGENTS.mdAGENTS.md
- fern/AGENTS.mdAGENTS.md
- src/lib/messaging/AGENTS.mdAGENTS.md
- nemoclaw-contributor-create-prSkill
- nemoclaw-contributor-implement-issueSkill
- nemoclaw-contributor-onboardSkill
- nemoclaw-contributor-plan-issueSkill
- nemoclaw-contributor-update-dependenciesSkill
- nemoclaw-contributor-update-docsSkill
- nemoclaw-maintainer-analyze-ci-performanceSkill
- nemoclaw-maintainer-analyze-pr-value-streamSkill
- nemoclaw-maintainer-audit-e2e-assertionsSkill
- nemoclaw-maintainer-classify-ci-failureSkill
- nemoclaw-maintainer-cross-issue-sweepSkill
- nemoclaw-maintainer-cut-release-tagSkill
- nemoclaw-maintainer-daySkill
- nemoclaw-maintainer-e2eSkill
- nemoclaw-maintainer-eveningSkill
- nemoclaw-maintainer-find-review-prSkill
- nemoclaw-maintainer-fix-e2e-failuresSkill
- nemoclaw-maintainer-morningSkill
- nemoclaw-maintainer-normalize-title-tagsSkill
- nemoclaw-maintainer-policiesSkill
- nemoclaw-maintainer-pr-comparatorSkill
- nemoclaw-maintainer-refactor-docsSkill
- nemoclaw-maintainer-release-notesSkill
- nemoclaw-maintainer-runtime-providerSkill
- nemoclaw-maintainer-security-code-reviewSkill
- nemoclaw-maintainer-triageSkill
- nemoclaw-maintainer-validate-launchableSkill
- nemoclaw-maintainer-verify-staleSkill
- nemoclaw-skills-guideSkill
- nemoclaw-user-guideSkill
- nemoclaw-user-guideSkill
- nc-hermes-e2eSkill
The file
We split this AGENTS.md into the rules it gives an agent
10 rules. About 0 are common, 10 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈10
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 6
Use the shared dependency-upgrade workflow for version changes.
- Distinctive: line 11
Read the lock's generation command before regenerating it.
- Distinctive: line 16
Follow its actual COPY inputs and checksum checks when changing plugin sources or metadata.
- Distinctive: line 17
Follow the base-image contract consumers when changing build inputs.
- Distinctive: line 23
Remove a managed patch only when the upstream implementation and its existing behavioral regression tests establish equivalent behavior.
- Distinctive: line 24
Keep release-specific findings in task evidence and the owning tests.
- Distinctive: line 28
Check the host prerequisites in test guidance, including Python wheel-build packages.
- Distinctive: line 37
Use Vitest's import graph for TypeScript consumers instead of duplicating path inventories.
- Distinctive: line 42
Use the existing image validator on an authorized cached immutable image when installed-runtime evidence is required:
- Distinctive: line 49
Use the current supported architecture for the artifact.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
<!-- SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. --><!-- SPDX-License-Identifier: Apache-2.0 -->Deep Agents Code Integration
Use the shared dependency-upgrade workflow for version changes. This guide describes the maintained component boundaries, not a release checklist.
Build and runtime ownership
requirements.in and dependency-overrides.in feed the hash-locked dependency graph in requirements.lock.
Read the lock's generation command before regenerating it. Resolve the graph on the supported Python version and target platform.
Dockerfile.base installs that graph, applies dependency compatibility changes, runs pip check, and checks the runtime contract.
The installed-package validator is validate-runtime-contract.py; host-side immutable-image validation lives in scripts/checks/validate-dcode-runtime-contract.mts.
Dockerfile consumes the base image and installs managed patches and the profile plugin.
Follow its actual COPY inputs and checksum checks when changing plugin sources or metadata.
Follow the base-image contract consumers when changing build inputs; version searches alone miss cache and overlay dependencies.
The launchers, wrapper, and supervisor own process startup, headless output, and resume behavior. Inspect their consumers when upstream entrypoints or output formats change. Existing-sandbox version and readiness checks live in the CLI; fresh-image validation does not qualify those paths.
Remove a managed patch only when the upstream implementation and its existing behavioral regression tests establish equivalent behavior. Keep release-specific findings in task evidence and the owning tests.
Validate before image qualification
Check the host prerequisites in test guidance, including Python wheel-build packages. From the repository root, run:
npm run test:changed -- --changed=origin/mainThis includes integration tests and maps opaque build inputs through test/helpers/vitest-watch-triggers.ts.
Review its selected tests and unmapped inputs. Extend the existing mappings for a newly discovered opaque dependency.
Use Vitest's import graph for TypeScript consumers instead of duplicating path inventories.
The selected existing tests cover lock/selector agreement, patch behavior, profile-plugin checksums, image contracts, and headless consumers where those inputs changed.
These tests do not install the target wheel or qualify a real sandbox. Validate the resolved target dependency graph and changed consumers against the actual artifact before expensive qualification. Use the existing image validator on an authorized cached immutable image when installed-runtime evidence is required:
node scripts/checks/validate-dcode-runtime-contract.mts --reference '<image@sha256:digest>' --platform linux/amd64That validator uses a read-only container without network access; Docker and the selected image must already be available. Use the current supported architecture for the artifact. Keep existing-sandbox and live lifecycle qualification separate.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

