Recipe Watch Drive Changes
googleworkspace/cli
Subscribe to change notifications on a Google Drive file or folder.
Compose or restructure SDM model recipes. An agent skill from NVIDIA/structured-data-models.
OfficialApache-2.0Auto-check passed
Install Recipe Development
$ npx skills add NVIDIA/structured-data-models --skill recipe-development -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install NVIDIA/structured-data-models recipe-development --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/structured-data-models.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/recipe-development .claude/skills/recipe-development && 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 "recipe-development" agent skill from https://github.com/NVIDIA/structured-data-models/tree/main/.agents/skills/recipe-development into .claude/skills/recipe-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recipe-development", 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/structured-data-models/tree/main/.agents/skills/recipe-developmentType 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/structured-data-models --skill recipe-development -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install NVIDIA/structured-data-models recipe-development --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/structured-data-models.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/recipe-development .agents/skills/recipe-development && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "recipe-development" agent skill from https://github.com/NVIDIA/structured-data-models/tree/main/.agents/skills/recipe-development into .agents/skills/recipe-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recipe-development", 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/structured-data-models --skill recipe-development -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install NVIDIA/structured-data-models recipe-development --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/structured-data-models.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/recipe-development .cursor/skills/recipe-development && 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 "recipe-development" agent skill from https://github.com/NVIDIA/structured-data-models/tree/main/.agents/skills/recipe-development into .cursor/skills/recipe-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recipe-development", 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/structured-data-models.git --path .agents/skills/recipe-development--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/structured-data-models --skill recipe-development -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install NVIDIA/structured-data-models recipe-development --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/structured-data-models.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/recipe-development .gemini/skills/recipe-development && 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 "recipe-development" agent skill from https://github.com/NVIDIA/structured-data-models/tree/main/.agents/skills/recipe-development into .gemini/skills/recipe-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recipe-development", 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/structured-data-models recipe-developmentInstalls 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/structured-data-models --skill recipe-development -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/NVIDIA/structured-data-models.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/recipe-development .github/skills/recipe-development && 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 "recipe-development" agent skill from https://github.com/NVIDIA/structured-data-models/tree/main/.agents/skills/recipe-development into .github/skills/recipe-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recipe-development", 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/structured-data-models --skill recipe-development -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/structured-data-models recipe-development --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NVIDIA/structured-data-models.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/recipe-development .opencode/skills/recipe-development && 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 "recipe-development" agent skill from https://github.com/NVIDIA/structured-data-models/tree/main/.agents/skills/recipe-development into .opencode/skills/recipe-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recipe-development", 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
recipe-development- GitHub stars
- 316
- Token cost
- ~156 tokens
- SKILL.md length
- 72 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Compose or restructure SDM model recipes. An agent skill from NVIDIA/structured-data-models.
- Works in 3 steps: Follow the processor skill: Read… → Stay sequential: Write the pipeline… → No unused wrappers: Do not wrap steps in…
- Changing a Recipe pipeline
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Recipe Development is an agent skill from NVIDIA/structured-data-models, published by the product's own GitHub organization. Compose or restructure SDM model recipes. Use when changing a Recipe pipeline.
Its SKILL.md is about 160 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Foundation Models for Structured Data. The licence is Apache-2.0.
When your agent uses it
- Changing a Recipe pipeline
Example prompts
- “/recipe-development”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Follow the processor skill: Read AGENTS.md and processor-development. Put only generally reusable operations in sdm.processing…
- Stay sequential: Write the pipeline inline. Introduce a helper or wrapper only when it is required, not to name a group of steps.
- No unused wrappers: Do not wrap steps in Sequential, dtype casts, or named helpers unless they change behavior or remove real duplication.
What it can do on your machine
Read from SKILL.md and the folder at commit 842c408. 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
Recipe Development loads about 156 tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 72 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/structured-data-models at commit 842c408, republished under its Apache-2.0 licence (© NVIDIA). 72 words, ~156 tokens.
Download SKILL.mdSave it as
.claude/skills/recipe-development/SKILL.md (or your agent's skills folder).- name
- recipe-development
- description
- Compose or restructure SDM model recipes. Use when changing a `Recipe` pipeline.
Compose an SDM Recipe
- Follow the processor skill: Read
AGENTS.mdandprocessor-development. Put only generally reusable operations insdm.processing. Recipe-specific one-offs stay as lambdas. - Stay sequential: Write the pipeline inline. Introduce a helper or wrapper only when it is required, not to name a group of steps.
- No unused wrappers: Do not wrap steps in
Sequential, dtype casts, or named helpers unless they change behavior or remove real duplication.
© 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/recipe-development of NVIDIA/structured-data-models.
Open the folder on GitHubat commit 842c408
Compare with similar skills
Recipe Development 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 |
|---|---|---|---|---|---|---|
| Recipe Development this skillNVIDIA/structured-data-models | 316 | — | ~156 | Automated safety check: Pass | Apache-2.0 | |
| Recipe Watch Drive Changesgoogleworkspace/cli | 31k | — | ~231 | Automated safety check: Pass | Apache-2.0 | |
| Ecc Recipesaffaan-m/ECC | 275k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Make Changesremix-run/remix | 33k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Orch Change Featureaffaan-m/ECC | 275k | 1 repos | ~420 | Automated safety check: Pass | MIT | |
| Docker Composesickn33/agentic-awesome-skills | 47k | 1 repos | ~2.2k | Automated safety check: Notes | MIT |
Similar skills
Ecc Recipes
affaan-m/ECC
Map a described workflow to the right ECC command group with run-order and stop condition, or browse all command-group recipe families read live from the commands directory.
Make Changes
remix-run/remix
Create or update Remix repo change files under packages//.changes.
Orch Change Feature
affaan-m/ECC
Orchestrate altering an existing, working feature to new desired behavior — update its tests to the new spec, change the implementation to match, review, and gated commit.
Docker Compose
sickn33/agentic-awesome-skills
Define and run multi-container Docker applications using Docker Compose.
Change Management
sickn33/agentic-awesome-skills
Implement change management processes. An agent skill from sickn33/agentic-awesome-skills.
More from NVIDIA/structured-data-models
- Official
Docstring
NVIDIA/structured-data-models
Write or review docstrings for public modules, classes, and functions in sdm/.
- Official
Processor Development
NVIDIA/structured-data-models
Create or modify reusable SDM processors and focused tests. An agent skill from NVIDIA/structured-data-models.
- Official
Port External Models
NVIDIA/structured-data-models
Implement or review a port of an external model in SDM, from upstream inference behavior and checkpoints through public prediction parity and reviewable PRs.
Questions about Recipe Development
What does Recipe Development do?
Compose or restructure SDM model recipes. An agent skill from NVIDIA/structured-data-models. Recipe Development is an agent skill from NVIDIA/structured-data-models, published by the product's own GitHub organization. Compose or restructure SDM model recipes.
When should I use Recipe Development?
Recipe Development fits situations like: changing a Recipe pipeline.
How do I install Recipe Development in Claude Code?
Run `npx skills add NVIDIA/structured-data-models --skill recipe-development -a claude-code`. Or copy the skill folder (.agents/skills/recipe-development in NVIDIA/structured-data-models) into .claude/skills/recipe-development in your project. Claude Code loads it when a task matches its description.
How do I install Recipe Development in Codex?
Run `npx skills add NVIDIA/structured-data-models --skill recipe-development -a codex`. Or copy the skill folder (.agents/skills/recipe-development in NVIDIA/structured-data-models) into .agents/skills/recipe-development in your project. Codex loads it when a task matches its description.
Can I use Recipe Development 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/structured-data-models --skill recipe-development -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/recipe-development, .gemini/skills/recipe-development, .github/skills/recipe-development and .opencode/skills/recipe-development in your project.
What does Recipe Development need to run?
SKILL.md names no scripts, command-line tools or credentials: Recipe Development is instructions for the agent only.
Does Recipe Development 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 Recipe Development 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 Recipe Development use?
Recipe Development is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Recipe Development use?
About 156 tokens (SKILL.md is roughly 624 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 Recipe Development?
Skills that share tags, products or a category with Recipe Development: Recipe Watch Drive Changes (googleworkspace/cli, 31k stars), Ecc Recipes (affaan-m/ECC, 275k stars), Make Changes (remix-run/remix, 33k stars) and Orch Change Feature (affaan-m/ECC, 275k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Recipe Development?
NVIDIA (a GitHub organization, an official publisher) maintains it in NVIDIA/structured-data-models, which has 316 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 8, 2026.
Source: NVIDIA/structured-data-models on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.