Agent Builder
shareAI-lab/learn-claude-code
Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code.
Add or change a third-party framework integration that attaches NeMo Relay to framework tool, LLM, or lifecycle boundaries.
Install Contribute Integration
$ npx skills add NVIDIA/NeMo-Relay --skill contribute-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install NVIDIA/NeMo-Relay contribute-integration --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/NeMo-Relay.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/contribute-integration .claude/skills/contribute-integration && 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 "contribute-integration" agent skill from https://github.com/NVIDIA/NeMo-Relay/tree/main/.agents/skills/contribute-integration into .claude/skills/contribute-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "contribute-integration", 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/NeMo-Relay/tree/main/.agents/skills/contribute-integrationType 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/NeMo-Relay --skill contribute-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install NVIDIA/NeMo-Relay contribute-integration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/NeMo-Relay.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/contribute-integration .agents/skills/contribute-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "contribute-integration" agent skill from https://github.com/NVIDIA/NeMo-Relay/tree/main/.agents/skills/contribute-integration into .agents/skills/contribute-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "contribute-integration", 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/NeMo-Relay --skill contribute-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install NVIDIA/NeMo-Relay contribute-integration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/NeMo-Relay.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/contribute-integration .cursor/skills/contribute-integration && 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 "contribute-integration" agent skill from https://github.com/NVIDIA/NeMo-Relay/tree/main/.agents/skills/contribute-integration into .cursor/skills/contribute-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "contribute-integration", 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/NeMo-Relay.git --path .agents/skills/contribute-integration--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/NeMo-Relay --skill contribute-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install NVIDIA/NeMo-Relay contribute-integration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/NeMo-Relay.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/contribute-integration .gemini/skills/contribute-integration && 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 "contribute-integration" agent skill from https://github.com/NVIDIA/NeMo-Relay/tree/main/.agents/skills/contribute-integration into .gemini/skills/contribute-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "contribute-integration", 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/NeMo-Relay contribute-integrationInstalls 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/NeMo-Relay --skill contribute-integration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/NVIDIA/NeMo-Relay.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/contribute-integration .github/skills/contribute-integration && 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 "contribute-integration" agent skill from https://github.com/NVIDIA/NeMo-Relay/tree/main/.agents/skills/contribute-integration into .github/skills/contribute-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "contribute-integration", 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/NeMo-Relay --skill contribute-integration -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/NeMo-Relay contribute-integration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/NeMo-Relay.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/contribute-integration .opencode/skills/contribute-integration && 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 "contribute-integration" agent skill from https://github.com/NVIDIA/NeMo-Relay/tree/main/.agents/skills/contribute-integration into .opencode/skills/contribute-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "contribute-integration", 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.
Facts
- Skill name
contribute-integration- GitHub stars
- 192
- Token cost
- ~299 tokens
- SKILL.md length
- 112 words
- Files
- 1
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Add or change a third-party framework integration that attaches NeMo Relay to framework tool, LLM, or lifecycle boundaries.
- Binding-only changes
- SKILL.md covers Default Guidance, Checklist and References
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Contribute Integration is an agent skill from NVIDIA/NeMo-Relay, published by the product's own GitHub organization. Add or change a third-party framework integration that attaches NeMo Relay to framework tool, LLM, or lifecycle boundaries. Do not use for core runtime or binding-only changes.
Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering. The repository describes itself as: Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on tool and LLM calls. The licence is Apache-2.0.
When your agent uses it
- Binding-only changes
Example prompts
- “/contribute-integration”
What it can do on your machine
Read from SKILL.md and the folder at commit 16d73b4. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
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.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Contribute Integration loads about 299 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 112 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from NVIDIA/NeMo-Relay at commit 16d73b4, republished under its Apache-2.0 licence (© NVIDIA). 112 words, ~299 tokens.
Download SKILL.mdSave it as
.claude/skills/contribute-integration/SKILL.md (or your agent's skills folder).- name
- contribute-integration
- description
- Add or change a third-party framework integration that attaches NeMo Relay to framework tool, LLM, or lifecycle boundaries. Do not use for core runtime or binding-only changes.
- license
- Apache-2.0
Contribute A Framework Integration
Use this skill when contributing an integration with a framework or plugin such as LangChain, LangGraph, Deep Agents, or OpenClaw through its public APIs.
Default Guidance
- Keep NeMo Relay optional
- Use stable, documented framework or plugin APIs
- Wrap tool and LLM paths at the correct framework boundary
- Preserve the framework's original behavior when NeMo Relay is absent
Checklist
- Integration pattern follows
docs/integrate-into-frameworks/adding-scopes.mdx - Integration uses public framework or plugin APIs
- Managed tool adapters return
ToolExecutionResultto Relay and unwrap.resultonly at the framework boundary; opaque annotations are preserved through forwarding execution intercepts - Relevant integration tests or smoke path pass
- Docs updated if activation or usage changed
References
docs/integrate-into-frameworks/about.mdx
© 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
Files
Just SKILL.md in .agents/skills/contribute-integration of NVIDIA/NeMo-Relay.
Open the folder on GitHubat commit 16d73b4
Compare with similar skills
Contribute Integration 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 |
|---|---|---|---|---|---|---|
| Contribute Integration this skillNVIDIA/NeMo-Relay | 192 | — | ~299 | Automated safety check: Pass | Apache-2.0 | |
| Agent BuildershareAI-lab/learn-claude-code | 78k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Add Uint Supportpytorch/pytorch | 104k | 2 repos | ~2.3k | Automated safety check: Pass | Custom licence | |
| Peft Fine TuningOrchestra-Research/AI-Research-SKILLs | 13k | 9 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs | 13k | 9 repos | ~3.3k | Automated safety check: Pass | MIT | |
| 1passwordtrpc-group/trpc-agent-go | 1.8k | 15 repos | ~656 | Automated safety check: Pass | Apache-2.0 |
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Questions about Contribute Integration
What does Contribute Integration do?
Add or change a third-party framework integration that attaches NeMo Relay to framework tool, LLM, or lifecycle boundaries. Contribute Integration is an agent skill from NVIDIA/NeMo-Relay, published by the product's own GitHub organization. Add or change a third-party framework integration that attaches NeMo Relay to framework tool, LLM, or lifecycle boundaries.
When should I use Contribute Integration?
Contribute Integration fits situations like: binding-only changes.
How do I install Contribute Integration in Claude Code?
Run `npx skills add NVIDIA/NeMo-Relay --skill contribute-integration -a claude-code`. Or copy the skill folder (.agents/skills/contribute-integration in NVIDIA/NeMo-Relay) into .claude/skills/contribute-integration in your project. Claude Code loads it when a task matches its description.
How do I install Contribute Integration in Codex?
Run `npx skills add NVIDIA/NeMo-Relay --skill contribute-integration -a codex`. Or copy the skill folder (.agents/skills/contribute-integration in NVIDIA/NeMo-Relay) into .agents/skills/contribute-integration in your project. Codex loads it when a task matches its description.
Can I use Contribute Integration in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add NVIDIA/NeMo-Relay --skill contribute-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/contribute-integration, .gemini/skills/contribute-integration, .github/skills/contribute-integration and .opencode/skills/contribute-integration in your project.
What does Contribute Integration need to run?
SKILL.md names no scripts, command-line tools or credentials: Contribute Integration is instructions for the agent only.
Does Contribute Integration access the network?
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.
Is Contribute Integration safe to install?
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.
What licence does Contribute Integration use?
Contribute Integration 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.
How many tokens does Contribute Integration use?
About 299 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Contribute Integration?
Skills that share tags, products or a category with Contribute Integration: Agent Builder (shareAI-lab/learn-claude-code, 78k stars), Add Uint Support (pytorch/pytorch, 104k stars), Peft Fine Tuning (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Contribute Integration?
NVIDIA (a GitHub organization, an official publisher) maintains it in NVIDIA/NeMo-Relay, which has 192 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 8, 2026.
Source: NVIDIA/NeMo-Relay on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.