NVIDIA-NeMo/RL

cicd

CI/CD reference for NeMo-RL. Covers GitHub Actions pipeline structure, CI triggering via /ok to test, and CI failure investigation.

Idioma do texto original: inglês

review-pr-team

Agent-team-based parallel code review for NVIDIA-NeMo/RL pull requests. Spawns specialized agents (RL expert, submodule experts, bug finder, design reviewer, test agent, devil's advocate, comment reviewer) that coordinate via shared task list and direct…

Idioma do texto original: inglês

review-pr-team-verify-followup

After a published PR review, check the author's fixes, scan the new commits for major issues, close fixed threads, stage follow-ups

Idioma do texto original: inglês

build-and-dependency

Build and dependency management for NeMo-RL. Covers Docker image building and running, uv usage, venv setup, and adding dependencies.

Idioma do texto original: inglês

config-conventions

Configuration conventions for NeMo-RL. YAML is the single source of truth for defaults. Covers BaseModel/TypedDict usage, dataclass for internal classes, exemplar YAML updates, and forbidden default patterns.

Idioma do texto original: inglês

contributing

Contribution conventions for NeMo-RL. Covers PR title format, commit sign-off, and CI triggering.

Idioma do texto original: inglês

copyright

NVIDIA copyright header requirements for NeMo-RL. Covers which files need headers and the exact header text.

Idioma do texto original: inglês

cp-to-main

Manually cherry-pick a merged NVIDIA-NeMo/RL PR from a release branch (r0.X.0) back onto main when the auto cherry-pick bot failed. Stops at conflicts for the user to resolve, then verifies, pushes, opens a cp PR, copies CI labels and posts /ok to test.

Idioma do texto original: inglês

cp-to-release

Manually cherry-pick a merged NVIDIA-NeMo/RL PR onto the current release branch (r0.X.0) and open a cp PR with matching CI labels and /ok to test.

Idioma do texto original: inglês

error-handling

Error handling guidelines for NeMo-RL. Covers exception specificity, minimal try bodies, and else blocks.

Idioma do texto original: inglês

linting-and-formatting

Code style guidelines for NeMo-RL (Python and shell). Covers naming, indentation, comments, docstrings, reflection avoidance, and uv usage.

Idioma do texto original: inglês

pr-html-concise-public

One-page-per-question HTML explainer for a PR — classify the PR first: a new feature owes a page comparing it with the existing way, a fix owes a page showing the failure and the fix, and a PR with both owes two cross-linked pages. Leads with a diagram, plain…

Idioma do texto original: inglês

removing-outdated-config

How to remove or rename a config key in NeMo-RL so stale configs fail at startup with the migration to apply, instead of failing deep in a run or being silently ignored.

Idioma do texto original: inglês

review-pr

Interactive code review for NVIDIA-NeMo/RL pull requests. Checks out PR locally, reads existing comments, applies coding guidelines from skills, previews findings, and posts review comments. Also supports reviewing the current branch locally.

Idioma do texto original: inglês

review-pr-team-with-html

/review-pr-team plus a public /pr-html-concise-public explainer, built before staging

Idioma do texto original: inglês

testing

Testing conventions for NeMo-RL. Covers Ray actor coverage pragmas, nightly test requirements, and recipe naming rules.

Idioma do texto original: inglês

launch-nemo-rl

Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI. Covers ephemeral vs long-lived RayCluster modes, iterating on runs, and debugging hung or failed training jobs.

Idioma do texto original: inglês

nemo-rl-auto-research

Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle: understanding recipes and environments, wiring RL or NeMo-gym runs, launching reproducible baselines and…

Idioma do texto original: inglês