Intelligence Transfer
ruvnet/ruflo
Publish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hookstransfer enables
A skill your agent uses when you need to transfer a target substance into an appropriate container for processing (e.g., a pot for heating, a beaker for mixing).
$ npx skills add zjunlp/SkillNet --skill scienceworld-substance-preparator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-substance-preparator --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-substance-preparator .claude/skills/scienceworld-substance-preparator && 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-substance-preparator" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-substance-preparator into .claude/skills/scienceworld-substance-preparator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-substance-preparator", 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-substance-preparatorType 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-substance-preparator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-substance-preparator --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-substance-preparator .agents/skills/scienceworld-substance-preparator && 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-substance-preparator" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-substance-preparator into .agents/skills/scienceworld-substance-preparator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-substance-preparator", 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-substance-preparator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-substance-preparator --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-substance-preparator .cursor/skills/scienceworld-substance-preparator && 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-substance-preparator" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-substance-preparator into .cursor/skills/scienceworld-substance-preparator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-substance-preparator", 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-substance-preparator--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-substance-preparator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zjunlp/SkillNet scienceworld-substance-preparator --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-substance-preparator .gemini/skills/scienceworld-substance-preparator && 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-substance-preparator" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-substance-preparator into .gemini/skills/scienceworld-substance-preparator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-substance-preparator", 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-substance-preparatorInstalls 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-substance-preparator -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-substance-preparator .github/skills/scienceworld-substance-preparator && 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-substance-preparator" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-substance-preparator into .github/skills/scienceworld-substance-preparator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-substance-preparator", 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-substance-preparator -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-substance-preparator --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-substance-preparator .opencode/skills/scienceworld-substance-preparator && 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-substance-preparator" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-substance-preparator into .opencode/skills/scienceworld-substance-preparator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scienceworld-substance-preparator", 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-substance-preparatorA skill your agent uses when you need to transfer a target substance into an appropriate container for processing (e.g., a pot for heating, a beaker for mixing).
Scienceworld Substance Preparator is an agent skill from zjunlp/SkillNet. Use when you need to transfer a target substance into an appropriate container for processing (e.g., a pot for heating, a beaker for mixing). Trigger after acquiring the substance and before setting up an apparatus. Selects a suitable empty container and moves the substance into it.
Its SKILL.md is about 710 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/common_containers.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 Substance Preparator loads about 706 tokens when it runs, and up to ~866 if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 344 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). 344 words, ~706 tokens.
.claude/skills/scienceworld-substance-preparator/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Prepare a target substance for subsequent processing (e.g., heating, mixing) by transferring it from its current location into an appropriate, empty container.
examine it to confirm it's empty.move [SUBSTANCE] to [CONTAINER] action.open or close actions.teleport use.look around again and consult the bundled reference for common container names.Scenario: You need to melt chocolate as part of a heating task.
chocolate in the fridge in the kitchen.look around to scan for containers. You see: metal pot (empty, on counter), glass beaker (empty, on shelf), ceramic cup (contains water).metal pot as the best option (metal, empty, suitable for heating).examine metal pot to confirm it is empty.move chocolate to metal pot.examine metal pot — output confirms: "metal pot (containing chocolate)".Proceed to the next skill (e.g., apparatus setup) only after this verification.
© 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 1 other file (references) in experiments/src/skills/scienceworld/scienceworld-substance-preparator of zjunlp/SkillNet.
Open the folder on GitHubat commit c527136
Scienceworld Substance Preparator 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 Substance Preparator this skillzjunlp/SkillNet | 1.4k | — | ~706 | Automated safety check: Pass | MIT | |
| Intelligence Transferruvnet/ruflo | 74k | — | ~877 | Automated safety check: Notes | MIT | |
| Performing DNS Enumeration And Zone Transfermukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | |
| MoviePilot Failed Transfer Retryjxxghp/MoviePilot | 12k | — | ~584 | Automated safety check: Pass | GPL-3.0 | |
| Transfer BridgeGarethManning/education-agent-skills | 840 | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Item TransferMaaEnd/MaaEnd | 4k | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 |
ruvnet/ruflo
Publish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hookstransfer enables
mukul975/Anthropic-Cybersecurity-Skills
Enumerates DNS records, attempts zone transfers, brute-forces subdomains, and maps DNS infrastructure during authorized reconnaissance to identify attack surface, misconfigurations, and information…
jxxghp/MoviePilot
Retries failed MoviePilot video and music transfer records one verified group at a time, keeping retry evidence and re-identifying only legacy records that were actually deleted.
GarethManning/education-agent-skills
After the learner demonstrates understanding of a concept, present near-transfer and far-transfer challenges.
MaaEnd/MaaEnd
仅当用户明确要求往「🐌库存转移 / ItemTransfer」任务里新增可搬运物品(即在 assets/tasks/ItemTransfer.json 的 option.WhatToTransfer.cases 里加 case,并同步 assets/data/ItemTransfer/itemorder.json 与 5 个 locale 文件的…
ZJU-REAL/Easel
文案风格迁移:把一段文案从一种风格改写成另一种风格(严肃→搞笑、书面→口语、文艺→直白、正式→社交媒体感), 支持风格参考(给一段目标风格的示例文本)。
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.
A skill your agent uses when you need to transfer a target substance into an appropriate container for processing (e.g., a pot for heating, a beaker for mixing). Scienceworld Substance Preparator is an agent skill from zjunlp/SkillNet., a pot for heating, a beaker for mixing).
Scienceworld Substance Preparator fits situations like: you need to transfer a target substance into an appropriate container for processing (e.g; A pot for heating; A beaker for mixing); after acquiring the substance and before setting up an apparatus.
Run `npx skills add zjunlp/SkillNet --skill scienceworld-substance-preparator -a claude-code`. Or copy the skill folder (experiments/src/skills/scienceworld/scienceworld-substance-preparator in zjunlp/SkillNet) into .claude/skills/scienceworld-substance-preparator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add zjunlp/SkillNet --skill scienceworld-substance-preparator -a codex`. Or copy the skill folder (experiments/src/skills/scienceworld/scienceworld-substance-preparator in zjunlp/SkillNet) into .agents/skills/scienceworld-substance-preparator 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-substance-preparator -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-substance-preparator, .gemini/skills/scienceworld-substance-preparator, .github/skills/scienceworld-substance-preparator and .opencode/skills/scienceworld-substance-preparator in your project.
SKILL.md names no scripts, command-line tools or credentials: Scienceworld Substance Preparator 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 Substance Preparator is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 706 tokens (SKILL.md is roughly 2.8k 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 160 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Scienceworld Substance Preparator: Intelligence Transfer (ruvnet/ruflo, 74k stars), Performing DNS Enumeration And Zone Transfer (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), MoviePilot Failed Transfer Retry (jxxghp/MoviePilot, 12k stars) and Transfer Bridge (GarethManning/education-agent-skills, 840 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.