Route open-ended NVFLARE advice and only conversion requests whose preliminary source inspection reports unresolved or conflicting ownership; never load this skill merely to inspect a concrete…
$ npx skills add NVIDIA/skills --skill nvflare-orient -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install NVIDIA/skills nvflare-orient --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/NVIDIA/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/nvflare-orient .claude/skills/nvflare-orient && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "nvflare-orient" agent skill from https://github.com/NVIDIA/skills/tree/main/skills/nvflare-orient into .claude/skills/nvflare-orient/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nvflare-orient", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/NVIDIA/skills/tree/main/skills/nvflare-orientType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add NVIDIA/skills --skill nvflare-orient -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install NVIDIA/skills nvflare-orient --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/nvflare-orient .agents/skills/nvflare-orient && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "nvflare-orient" agent skill from https://github.com/NVIDIA/skills/tree/main/skills/nvflare-orient into .agents/skills/nvflare-orient/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nvflare-orient", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add NVIDIA/skills --skill nvflare-orient -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install NVIDIA/skills nvflare-orient --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/nvflare-orient .cursor/skills/nvflare-orient && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "nvflare-orient" agent skill from https://github.com/NVIDIA/skills/tree/main/skills/nvflare-orient into .cursor/skills/nvflare-orient/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nvflare-orient", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/NVIDIA/skills.git --path skills/nvflare-orient--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add NVIDIA/skills --skill nvflare-orient -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install NVIDIA/skills nvflare-orient --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/nvflare-orient .gemini/skills/nvflare-orient && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "nvflare-orient" agent skill from https://github.com/NVIDIA/skills/tree/main/skills/nvflare-orient into .gemini/skills/nvflare-orient/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nvflare-orient", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install NVIDIA/skills nvflare-orientInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add NVIDIA/skills --skill nvflare-orient -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/NVIDIA/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/nvflare-orient .github/skills/nvflare-orient && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "nvflare-orient" agent skill from https://github.com/NVIDIA/skills/tree/main/skills/nvflare-orient into .github/skills/nvflare-orient/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nvflare-orient", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add NVIDIA/skills --skill nvflare-orient -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install NVIDIA/skills nvflare-orient --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/nvflare-orient .opencode/skills/nvflare-orient && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "nvflare-orient" agent skill from https://github.com/NVIDIA/skills/tree/main/skills/nvflare-orient into .opencode/skills/nvflare-orient/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nvflare-orient", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
nvflare-orientRoute open-ended NVFLARE advice and only conversion requests whose preliminary source inspection reports unresolved or conflicting ownership; never load this skill merely to inspect a concrete…
Nvflare Orient is an agent skill from NVIDIA/skills, published by the product's own GitHub organization. Route open-ended NVFLARE advice and only conversion requests whose preliminary source inspection reports unresolved or conflicting ownership; never load this skill merely to inspect a concrete conversion request before selecting its detected framework converter.
Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `BENCHMARK.md`, `evals/evals.json` and `references/orientation-routing.md`).
The repository describes itself as: Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end. The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 67a13c0. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Nvflare Orient loads about 747 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 343 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from NVIDIA/skills at commit 67a13c0, republished under its Apache-2.0 licence (© NVIDIA). 343 words, ~747 tokens.
.claude/skills/nvflare-orient/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Use when the user asks where to start with NVFLARE, how a local project maps to FLARE workflows, or which FLARE skill should handle an ambiguous request. For a concrete conversion request, use only after preliminary source inspection explicitly reports unresolved ownership or conflicting active training owners that require a user choice.
Do not use when the user already names a specific workflow such as PyTorch
conversion, federated statistics, job submission, production deployment,
Kubernetes setup, log diagnosis, or optimization of an existing FLARE job.
Route to the narrower skill instead. Do not load orientation to perform the
preliminary inspection for a concrete conversion request: run nvflare agent inspect source <path> --format json first, then route directly to the one
detected converter. Continue to use orientation for an inspector-reported
ownership conflict or unresolved Trainer factory, which requires the read-only
choice described above.
nvflare agent inspect source <path> --format json for project or job
evidence, or nvflare agent inspect data <path> --format json for data and
statistics requests. If data inspection returns dataset: null, run source
inspection on the same target. Use its ownership, integration, scan,
routing, or dataset evidence as applicable.Load references/orientation-routing.md when routing is ambiguous or when the
inspect output names multiple possible workflow families.
© NVIDIA, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (references) in skills/nvflare-orient of NVIDIA/skills.
Open the folder on GitHubat commit 67a13c0
Nvflare Orient next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Nvflare Orient this skillNVIDIA/skills | 3.5k | — | ~747 | Automated safety check: Pass | Apache-2.0 | |
| Implementing End To End Encryption For Messagingmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~843 | Automated safety check: Pass | Apache-2.0 | |
| Orientationthedaviddias/Front-End-Checklist | 74k | — | ~625 | Automated safety check: Pass | MIT | |
| OmniRoute Routing CLIdiegosouzapw/OmniRoute | 74k | 1 repos | ~342 | Automated safety check: Pass | MIT | |
| End Of Life Wishes Conversationmohitagw15856/pm-claude-skills | 1.4k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Modeling Conversion MetricsPostHog/posthog | 40k | — | ~1.4k | Automated safety check: Pass | Custom licence |
mukul975/Anthropic-Cybersecurity-Skills
Implements a simplified Signal Protocol-style end-to-end encryption scheme for messaging, covering key exchange, forward secrecy, and the core cryptographic components so no server or intermediary…
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing mobile-first layouts, tablet experiences, fullscreen flows, forms, dashboards, or media interfaces.
diegosouzapw/OmniRoute
Creates, switches, and inspects OmniRoute model-routing combos, plus a suggestion command with cost and latency constraints.
mohitagw15856/pm-claude-skills
Have the conversation about someone's end-of-life wishes — before a crisis forces it — gently, respectfully, and thoroughly enough to actually guide decisions later.
PostHog/posthog
Build reusable conversion models — funnel/step conversion rates, drop-off, and time-to-convert — on either PostHog data-warehouse views (HogQL) or an external dbt project.
diegosouzapw/OmniRoute
Manages OmniRoute routing combos through its REST API: create and update combos, choose from 19 strategies, set fallback chains, test outcomes and read metrics.
NVIDIA/skills
A skill your agent uses when the user wants to deploy, run, debug, tear down, or call the REST API of the RTVI-CV 2D detection / tracking microservice.
NVIDIA/skills
Generates, validates, compares and explains HOLOLINK_def.svh macro files for the HSB IP, using bundled Python scripts and asking before it writes anything.
NVIDIA/skills
Runs and validates an end-to-end Mission Control demo in a locally installed Isaac Sim, with a Nova Carter robot driven through a Python server.
NVIDIA/skills
Orchestrates defect image generation for PCBA, metal surface and glass inspection with NVIDIA Cosmos AnomalyGen on OSMO, from cold-start Day 0 to real-photo Day 1 labeling.
NVIDIA/skills
Orchestrates video data augmentation and auto-labeling workflows on OSMO, from flow selection and preflight checks to submission, monitoring and output download.
NVIDIA/skills
Runs NVIDIA TAO Data Services KPI analysis on object detection results, comparing predictions to ground truth and writing per-class precision, recall and AP to a CSV.
Route open-ended NVFLARE advice and only conversion requests whose preliminary source inspection reports unresolved or conflicting ownership; never load this skill merely to inspect a concrete…. Nvflare Orient is an agent skill from NVIDIA/skills, published by the product's own GitHub organization. Route open-ended NVFLARE advice and only conversion requests whose preliminary source inspection reports unresolved or conflicting ownership; never load this skill merely to inspect a concrete conversion request before selecting its detected framework converter.
Run `npx skills add NVIDIA/skills --skill nvflare-orient -a claude-code`. Or copy the skill folder (skills/nvflare-orient in NVIDIA/skills) into .claude/skills/nvflare-orient in your project. Claude Code loads it when a task matches its description.
Run `npx skills add NVIDIA/skills --skill nvflare-orient -a codex`. Or copy the skill folder (skills/nvflare-orient in NVIDIA/skills) into .agents/skills/nvflare-orient in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add NVIDIA/skills --skill nvflare-orient -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nvflare-orient, .gemini/skills/nvflare-orient, .github/skills/nvflare-orient and .opencode/skills/nvflare-orient in your project.
SKILL.md names no scripts, command-line tools or credentials: Nvflare Orient is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Nvflare Orient is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 747 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 607 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Nvflare Orient: Implementing End To End Encryption For Messaging (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Orientation (thedaviddias/Front-End-Checklist, 74k stars), OmniRoute Routing CLI (diegosouzapw/OmniRoute, 74k stars) and End Of Life Wishes Conversation (mohitagw15856/pm-claude-skills, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
NVIDIA (a GitHub organization, an official publisher) maintains it in NVIDIA/skills, which has 3,539 GitHub stars. The repository holds 380 skills in this directory. The repository was last updated on October 7, 2026.
Source: NVIDIA/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
