Prepare a NemoClaw source checkout for compliant contribution through the repository's one-command setup and readiness doctor. Use when a new contributor asks to set up a development machine, prepare a checkout for a first PR, repair local contributor tooling, verify contributor readiness, launch the pinned coding agent, or decide whether optional runtime onboarding is needed. Trigger keywords - contributor setup, developer onboarding, first PR, dev setup, dev doctor, repair checkout, prepare development machine.
npx skills add https://github.com/NVIDIA/NemoClaw --skill nemoclaw-contributor-onboard
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Use the repository setup script as the executable source of truth.
Do not duplicate its dependency, build, hook, CLI-exposure, or readiness logic in agent commands.
AGENTS.md and CONTRIBUTING.md completely.origin/main reference, then compare the entire checkout/worktree diff against that up-to-date base before executing any checkout-local code.Include staged, unstaged, and untracked files; review lockfiles and all transitively executed source, not only the entry script or package manifests.
origin/main, review the diff and obtain explicit approval before running it../scripts/dev-setup.sh --doctor and never run setup, repair, CLI exposure, runtime onboarding, or the pinned agent.Use ./scripts/dev-setup.sh --doctor --json when a machine-readable report helps.
./scripts/dev-setup.sh from the repository root../scripts/dev-setup.sh --repair only when the user asks to repair or retry repository-local setup../scripts/dev-setup.sh --expose-cli../scripts/dev-setup.sh --with-runtime.The default and repair modes may update repository-local dependencies, builds, hooks, and the root Python environment.
They must not create a gateway or sandbox or expose a host-visible nemoclaw command.
CLI exposure is an explicit opt-in that may use an npm link or a user-local shim.
Pause and obtain explicit approval before installing or changing host packages, starting or replacing a container runtime, accepting a license, generating or registering a signing key, changing GitHub state, or changing global Git configuration.
gh auth login -h github.com for missing GitHub authentication and pause for browser or device authentication.../_shared/git-github-hard-stop.md for authentication, authorization, SSH, remote-access, or push failures.After an approved host, account, identity, or signing remediation, rerun npm run dev:doctor or ./scripts/dev-setup.sh --doctor instead of rerunning setup.
Reserve setup and --repair for repository-local dependency, build, or hook repair.
Ask whether the intended issue requires a live gateway or sandbox after source setup is ready.
Documentation work and isolated unit tests normally do not require runtime onboarding.
If runtime validation is required and the user approves it, run:
./scripts/dev-setup.sh --with-runtime
This delegates to interactive nemoclaw onboard and also opts into development CLI exposure as part of that approved flow.
Do not preselect third-party software acceptance, inference provider or model, credentials, sandbox name or resources, messaging integrations, or network policy unless the user already supplied those decisions.
When the user specifically asks to use the repository-pinned coding agent, run the doctor first.
If readiness fails, report the remediation and obtain authorization for the matching setup or repair mode rather than mutating the checkout automatically.
When readiness passes, run:
npm run agent
Pass user-supplied Pi arguments after --.
Do not install or invoke a global Pi binary.
Before the contributor starts implementation, explain this workflow:
main.<type>(<scope>): <description> form.npm run docs for documentation changes.Verified on GitHub.Signed-off-by: Name <email> in the PR description for DCO compliance..github/PULL_REQUEST_TEMPLATE.md and monitor required CI and automated review feedback.Use nemoclaw-contributor-create-pr when the user asks to publish the changes.
Do not create a branch, commit, push, or PR unless the user's request includes that action.
Summarize repository-local setup performed, doctor status, user-controlled remediations still needed, whether CLI exposure or runtime onboarding ran, and the next safe contributor action.
Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization. Use PROACTIVELY for mobile features, cross-platform code, or app optimization.
Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.
Track physical units and propagate measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation, coverage factors and expanded uncertainty, Monte Carlo propagation, significant-figure and plus-minus reporting, error propagation through curve fits, CODATA constants, auditing Python code for stripped units or broken uncertainty propagation, and order-of-magnitude plausibility checks using dimensionless groups (Reynolds, Peclet, Damkohler, Knudsen, Biot, Womersley), characteristic scales such as diffusion time or Debye length, and observed magnitude ranges. Trigger on "is this number physically reasonable", "sanity check these units", "what regime is this flow in", or a result that looks off by orders of magnitude.
Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration.
Build, read, validate, modify SBML biological network models via the libSBML Python API. SBML Levels 1–3, reactions/kinetic laws, species, rules, FBC extension for flux balance, conversion. Interoperates with COBRApy, Tellurium/RoadRunner, COPASI. Use when programmatically constructing ODE or constraint-based metabolic/signaling models in SBML.
Use when you need to run a binary, trace execution, or observe runtime behavior. Runtime analysis via QEMU emulation, GDB debugging, and Frida hooking - syscall tracing (strace), breakpoints, memory inspection, function interception. Keywords - "run binary", "execute", "debug", "trace syscalls", "set breakpoint", "qemu", "gdb", "frida", "strace", "watch memory
Use when reverse engineering tools are missing, not working, or need configuration. Installation guides for radare2 (r2), Ghidra, GDB, QEMU, Frida, binutils, and cross-compilation toolchains. Keywords - "install radare2", "setup ghidra", "r2 not found", "qemu missing", "tool not installed", "configure gdb", "cross-compiler
Use when first encountering an unknown binary, ELF file, executable, or firmware blob. Fast fingerprinting via rabin2 - architecture detection (ARM, x86, MIPS), ABI identification, dependency mapping, string extraction. Keywords - "what is this binary", "identify architecture", "check file type", "rabin2", "file analysis", "quick scan
Take nvidia/nemoclaw-contributor-onboard from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.