Nemotron Retrieval Recipes
NVIDIA/skills
A skill your agent uses when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron embed/rerank retrieval recipes.
This skill locates and acquires a recipe or instruction document by using 'pick up' on the recipe object.
$ npx skills add zjunlp/SkillNet --skill scienceworld-recipe-retriever -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-recipe-retriever --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/zjunlp/SkillNet.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experiments/src/skills/scienceworld/scienceworld-recipe-retriever .claude/skills/scienceworld-recipe-retriever && 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 "scienceworld-recipe-retriever" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-recipe-retriever into .claude/skills/scienceworld-recipe-retriever/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-recipe-retriever", 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/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-recipe-retrieverType 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 zjunlp/SkillNet --skill scienceworld-recipe-retriever -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-recipe-retriever --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .agents/skills && cp -r skills-src/experiments/src/skills/scienceworld/scienceworld-recipe-retriever .agents/skills/scienceworld-recipe-retriever && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "scienceworld-recipe-retriever" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-recipe-retriever into .agents/skills/scienceworld-recipe-retriever/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-recipe-retriever", 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 zjunlp/SkillNet --skill scienceworld-recipe-retriever -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-recipe-retriever --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/experiments/src/skills/scienceworld/scienceworld-recipe-retriever .cursor/skills/scienceworld-recipe-retriever && 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 "scienceworld-recipe-retriever" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-recipe-retriever into .cursor/skills/scienceworld-recipe-retriever/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-recipe-retriever", 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/zjunlp/SkillNet.git --path experiments/src/skills/scienceworld/scienceworld-recipe-retriever--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 zjunlp/SkillNet --skill scienceworld-recipe-retriever -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-recipe-retriever --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/experiments/src/skills/scienceworld/scienceworld-recipe-retriever .gemini/skills/scienceworld-recipe-retriever && 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 "scienceworld-recipe-retriever" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-recipe-retriever into .gemini/skills/scienceworld-recipe-retriever/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-recipe-retriever", 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 zjunlp/SkillNet scienceworld-recipe-retrieverInstalls 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 zjunlp/SkillNet --skill scienceworld-recipe-retriever -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .github/skills && cp -r skills-src/experiments/src/skills/scienceworld/scienceworld-recipe-retriever .github/skills/scienceworld-recipe-retriever && 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 "scienceworld-recipe-retriever" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-recipe-retriever into .github/skills/scienceworld-recipe-retriever/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-recipe-retriever", 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 zjunlp/SkillNet --skill scienceworld-recipe-retriever -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-recipe-retriever --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/experiments/src/skills/scienceworld/scienceworld-recipe-retriever .opencode/skills/scienceworld-recipe-retriever && 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 "scienceworld-recipe-retriever" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-recipe-retriever into .opencode/skills/scienceworld-recipe-retriever/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-recipe-retriever", 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.
scienceworld-recipe-retrieverThis skill locates and acquires a recipe or instruction document by using 'pick up' on the recipe object.
Scienceworld Recipe Retriever is an agent skill from zjunlp/SkillNet. This skill locates and acquires a recipe or instruction document by using 'pick up' on the recipe object. Use when the task involves following a specific procedure (e.g., crafting, mixing) and the agent needs to obtain the written instructions. The skill assumes the recipe is visible in the current room and moves it to the inventory, allowing the agent to read it later to understand required ingredients and steps.
Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/action_primitives.md` and `references/trajectory_analysis.md`).
The repository describes itself as: Create, Evaluate, and Connect AI Skills. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit c527136. 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.
Scienceworld Recipe Retriever loads about 542 tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 112 tokens; SKILL.md has 267 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 zjunlp/SkillNet at commit c527136, republished under its MIT licence (© zjunlp). 267 words, ~542 tokens.
.claude/skills/scienceworld-recipe-retriever/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Acquire a visible recipe or instruction document from the current environment and store it in your inventory for later reference.
Use this skill when:
look around to survey the current room. Identify any object described as a "recipe," "instructions," "manual," or similar document.pick up <recipe_object> to move the recipe to your inventory.read) is a separate action that should be performed after acquisition.pick up fails (e.g., "You cannot pick that up"), examine the object first to verify it's a recipe.Task: Obtain the recipe for crafting red paint.
look around — observe: "a recipe for red paint on the counter"pick up recipe for red paintread recipe for red paint to learn the required ingredients.© zjunlp, MIT. 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 2 other files (references) in experiments/src/skills/scienceworld/scienceworld-recipe-retriever of zjunlp/SkillNet.
Open the folder on GitHubat commit c527136
Scienceworld Recipe Retriever 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 |
|---|---|---|---|---|---|---|
| Scienceworld Recipe Retriever this skillzjunlp/SkillNet | 1.4k | — | ~542 | Automated safety check: Pass | MIT | |
| Nemotron Retrieval RecipesNVIDIA/skills | 3.6k | 1 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Acreadiness Generate Instructionsgithub/awesome-copilot | 40k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Iterative Retrievalaffaan-m/ECC | 277k | 7 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Ecc Recipesaffaan-m/ECC | 277k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Sensory Instructionsthedaviddias/Front-End-Checklist | 74k | — | ~533 | Automated safety check: Pass | MIT |
NVIDIA/skills
A skill your agent uses when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron embed/rerank retrieval recipes.
github/awesome-copilot
Generate tailored AI agent instruction files via AgentRC instructions command.
affaan-m/ECC
Pattern for progressively refining context retrieval to solve the subagent context problem.
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.
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid sensory-only instructions.
github/awesome-copilot
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns…
zjunlp/SkillNet
Search, download, create, evaluate, analyze and route reusable agent skills with SkillNet.
zjunlp/SkillNet
This skill searches for a specific receptacle (e.g., garbage can, cabinet) by systematically exploring the environment, checking multiple locations until found.
zjunlp/SkillNet
Prepares a household appliance (microwave, oven, toaster, fridge) for use by ensuring it is in the correct open/closed state.
zjunlp/SkillNet
Operates a device or appliance (like a desklamp, microwave, or fridge) to interact with another object.
zjunlp/SkillNet
Performs an initial scan of the ALFWorld environment to identify all visible objects and receptacles.
zjunlp/SkillNet
Uses a heating appliance (microwave, stoveburner, oven) to apply heat to a specified object.
This skill locates and acquires a recipe or instruction document by using 'pick up' on the recipe object. Scienceworld Recipe Retriever is an agent skill from zjunlp/SkillNet. This skill locates and acquires a recipe or instruction document by using 'pick up' on the recipe object.
Scienceworld Recipe Retriever fits situations like: the task involves following a specific procedure (e.g; mixing) and the agent needs to obtain the written instructions.
Run `npx skills add zjunlp/SkillNet --skill scienceworld-recipe-retriever -a claude-code`. Or copy the skill folder (experiments/src/skills/scienceworld/scienceworld-recipe-retriever in zjunlp/SkillNet) into .claude/skills/scienceworld-recipe-retriever in your project. Claude Code loads it when a task matches its description.
Run `npx skills add zjunlp/SkillNet --skill scienceworld-recipe-retriever -a codex`. Or copy the skill folder (experiments/src/skills/scienceworld/scienceworld-recipe-retriever in zjunlp/SkillNet) into .agents/skills/scienceworld-recipe-retriever 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 zjunlp/SkillNet --skill scienceworld-recipe-retriever -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scienceworld-recipe-retriever, .gemini/skills/scienceworld-recipe-retriever, .github/skills/scienceworld-recipe-retriever and .opencode/skills/scienceworld-recipe-retriever in your project.
SKILL.md names no scripts, command-line tools or credentials: Scienceworld Recipe Retriever 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.
Scienceworld Recipe Retriever is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 542 tokens (SKILL.md is roughly 2.2k 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 651 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Scienceworld Recipe Retriever: Nemotron Retrieval Recipes (NVIDIA/skills, 3.6k stars), Acreadiness Generate Instructions (github/awesome-copilot, 40k stars), Iterative Retrieval (affaan-m/ECC, 277k stars) and Ecc Recipes (affaan-m/ECC, 277k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
zjunlp (a GitHub organization) maintains it in zjunlp/SkillNet, which has 1,397 GitHub stars. The repository holds 122 skills in this directory. The repository was last updated on October 9, 2026.
Source: zjunlp/SkillNet on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.