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alirezarezvani/claude-skills
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Creative material design specialist for water treatment materials.
Apache-2.0Auto-check passed
Install Creative Material Design
$ npx skills add openJiuwen-ai/sciencediscovery --skill creative-material-design -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install openJiuwen-ai/sciencediscovery creative-material-design --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/openJiuwen-ai/sciencediscovery.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/creative-material-design .claude/skills/creative-material-design && 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 "creative-material-design" agent skill from https://github.com/openJiuwen-ai/sciencediscovery/tree/main/skills/creative-material-design into .claude/skills/creative-material-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creative-material-design", 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/openJiuwen-ai/sciencediscovery/tree/main/skills/creative-material-designType 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 openJiuwen-ai/sciencediscovery --skill creative-material-design -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install openJiuwen-ai/sciencediscovery creative-material-design --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openJiuwen-ai/sciencediscovery.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/creative-material-design .agents/skills/creative-material-design && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "creative-material-design" agent skill from https://github.com/openJiuwen-ai/sciencediscovery/tree/main/skills/creative-material-design into .agents/skills/creative-material-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creative-material-design", 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 openJiuwen-ai/sciencediscovery --skill creative-material-design -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install openJiuwen-ai/sciencediscovery creative-material-design --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openJiuwen-ai/sciencediscovery.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/creative-material-design .cursor/skills/creative-material-design && 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 "creative-material-design" agent skill from https://github.com/openJiuwen-ai/sciencediscovery/tree/main/skills/creative-material-design into .cursor/skills/creative-material-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creative-material-design", 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/openJiuwen-ai/sciencediscovery.git --path skills/creative-material-design--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 openJiuwen-ai/sciencediscovery --skill creative-material-design -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install openJiuwen-ai/sciencediscovery creative-material-design --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openJiuwen-ai/sciencediscovery.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/creative-material-design .gemini/skills/creative-material-design && 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 "creative-material-design" agent skill from https://github.com/openJiuwen-ai/sciencediscovery/tree/main/skills/creative-material-design into .gemini/skills/creative-material-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creative-material-design", 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 openJiuwen-ai/sciencediscovery creative-material-designInstalls 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 openJiuwen-ai/sciencediscovery --skill creative-material-design -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/openJiuwen-ai/sciencediscovery.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/creative-material-design .github/skills/creative-material-design && 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 "creative-material-design" agent skill from https://github.com/openJiuwen-ai/sciencediscovery/tree/main/skills/creative-material-design into .github/skills/creative-material-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creative-material-design", 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 openJiuwen-ai/sciencediscovery --skill creative-material-design -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install openJiuwen-ai/sciencediscovery creative-material-design --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openJiuwen-ai/sciencediscovery.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/creative-material-design .opencode/skills/creative-material-design && 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 "creative-material-design" agent skill from https://github.com/openJiuwen-ai/sciencediscovery/tree/main/skills/creative-material-design into .opencode/skills/creative-material-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creative-material-design", 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
creative-material-design- GitHub stars
- 159
- Token cost
- ~1.5k tokens
- SKILL.md length
- 503 words
- Files
- 1
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Creative material design specialist for water treatment materials.
- Works in 5 steps: Material Design — Create new water… → Property Prediction — Predict key… → Feasibility Analysis — Ensure designed… → …
- SKILL.md covers When to Use, Do NOT Use For, Core Responsibilities and Material Classification, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Creative Material Design is an agent skill from openJiuwen-ai/sciencediscovery. Creative material design specialist for water treatment materials. Generates innovative, feasible material solutions with complete structural descriptions, property predictions, and database-verified feasibility analysis. Outputs structured JSON designs ready for multi-dimensional assessment.
Its SKILL.md is about 1.5k 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: ScienceDiscovery is an all‑in‑one agentic workbench built specifically for scientific research. The licence is Apache-2.0.
Example prompts
- “/creative-material-design”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Material Design — Create new water treatment materials based on the hypothesis and research objective.
- Property Prediction — Predict key physical, chemical, and performance properties.
- Feasibility Analysis — Ensure designed materials are scientifically and technically feasible.
- Structure Description — Provide complete structural descriptions (chemical formula, crystal structure, morphology, functional groups).
- Design Documentation — Provide comprehensive material descriptions with design rationale.
What it can do on your machine
Read from SKILL.md and the folder at commit ab1403f. 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 (its code samples are json).
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
Creative Material Design loads about 1.5k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 503 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 openJiuwen-ai/sciencediscovery at commit ab1403f, republished under its Apache-2.0 licence (© openJiuwen-ai). 503 words, ~1,527 tokens.
Download SKILL.mdSave it as
.claude/skills/creative-material-design/SKILL.md (or your agent's skills folder).- name
- creative-material-design
- description
- Creative material design specialist for water treatment materials. Generates innovative, feasible material solutions with complete structural descriptions, property predictions, and database-verified feasibility analysis. Outputs structured JSON designs ready for multi-dimensional assessment.
Creative Material Design
A specialized expert for water treatment material design. Creates innovative, feasible, and effective material solutions based on research objectives and hypothesis constraints. Each design includes complete structural description, predicted properties, feasibility analysis, and database-verified validation.
When to Use
- The Leader has dispatched you as the Creative Designer for a claimed Idea Tree leaf.
- You receive a hypothesis about a water treatment material that needs a concrete design.
- You need to generate a candidate material design with structural details, property predictions, and feasibility analysis.
Do NOT Use For
- Evaluating or scoring material designs (that is the Assessor's job).
- Synthesizing insights across multiple designs (that is the Aggregator's job).
- Literature search or evidence extraction (those are preflight roles).
- Modifying the Idea Tree state (that is the Coordinator's job).
Core Responsibilities
- Material Design — Create new water treatment materials based on the hypothesis and research objective.
- Property Prediction — Predict key physical, chemical, and performance properties.
- Feasibility Analysis — Ensure designed materials are scientifically and technically feasible.
- Structure Description — Provide complete structural descriptions (chemical formula, crystal structure, morphology, functional groups).
- Design Documentation — Provide comprehensive material descriptions with design rationale.
Material Classification
Designs must be classified into one of five types:
| Type | Examples |
|---|---|
| Metal-based | Pure metals, alloys, oxides, sulfides |
| Carbon-based | Graphene, CNTs, activated carbon, carbon fibers |
| Polymer-based | Ion exchange resins, functional polymers, polymer membranes |
| Composite | Combinations of the above types |
| MOF/COF | Metal-organic frameworks, covalent organic frameworks |
Design Process
- Requirement Analysis — Analyze the hypothesis, target pollutants, and performance requirements.
- Material Selection — Choose appropriate material type and composition based on scientific principles.
- Structure Design — Design detailed material structure: chemical composition, crystal structure, morphology, functional groups.
- Property Prediction — Predict key properties:
- Physical: density, melting point, thermal stability
- Chemical: reactivity, stability, corrosion resistance
- Performance: catalytic activity, selectivity, capacity
- Application: pH range, temperature range, operational conditions
- Feasibility Assessment — Evaluate synthesis feasibility, economic viability, and environmental impact.
- Final Documentation — Produce the structured JSON output with all design details.
Show full SKILL.md (174 more words)Show less
Critical Rules
- REAL DESIGN ONLY — Genuine material designs based on scientific principles, not fabricated solutions.
- NO FABRICATED DATA — Must not fabricate database identifiers, CAS numbers, MP-IDs, or any reference data.
- ACTUAL RESULTS ONLY — Must only use data actually returned by available tools.
- FAILURE REPORTING — Must explicitly state when tools are unavailable and explain implications.
- SCIENTIFIC RIGOR — All design choices must have explicit scientific rationale.
Output Format
Produce a JSON object with the following structure:
{
"designer": "Creative Material Designer",
"designs": [
{
"name": "Material Name",
"type": "Catalyst|Support|Composite|Nanomaterial",
"material_class": "Metal-based|Carbon-based|Polymer-based|Composite|MOF/COF",
"chemical_formula": "Chemical Formula",
"structural_features": "Key structural features and design principles",
"composition": "Detailed composition information",
"design_rationale": "Explanation of design choices and rationale",
"performance_projections": {
"catalytic_activity": "Expected activity metrics",
"selectivity": "Expected selectivity",
"capacity": "Expected capacity",
"stability": "Expected operational lifetime"
},
"synthesis_feasibility": "Assessment of synthesis feasibility",
"basic_structural_info": {
"molecular_weight": "Molecular weight",
"crystal_structure": "Crystal structure",
"electronic_structure": "Electronic structure"
},
"active_site_description": {
"central_atom": "Central atom",
"coordination_environment": "Coordination environment",
"coordination_structure": "Coordination structure",
"geometric_configuration": "Geometric configuration"
},
"structural_parameters": {
"atomic_positions": "Atomic positions",
"space_group": "Space group",
"coordination_number": "Coordination number",
"geometric_parameters": "Geometric parameters"
},
"application_parameters": {
"ph_range": "Operational pH range",
"temperature_range": "Operational temperature range",
"operational_conditions": "Other operational conditions"
}
}
]
}Skill Pairing
This skill may be used by the Idea Tree workflow (idea-tree-team) when the prompt calls for a material candidate:
- The Leader dispatches this skill to generate a candidate material design.
- The Leader may declare the design as an Artifact or checkpoint it when retry durability is useful.
- The prompt may request any number of evaluations or none.
- The Leader calls
idea_tree_finalizeafter it has a score and insight; this candidate Artifact is optional input.
This skill owns the creative design only — it does not score, evaluate, or synthesize insights.
© openJiuwen-ai, 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 skills/creative-material-design of openJiuwen-ai/sciencediscovery.
Open the folder on GitHubat commit ab1403f
Compare with similar skills
Creative Material Design 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 |
|---|---|---|---|---|---|---|
| Creative Material Design this skillopenJiuwen-ai/sciencediscovery | 159 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Generatealirezarezvani/claude-skills | 28k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Fal Generatenexu-io/open-design | 100k | — | ~306 | Automated safety check: Pass | Apache-2.0 | |
| Video Generationbytedance/deer-flow | 84k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Image Generationonyx-dot-app/onyx | 32k | 1 repos | ~1.7k | Automated safety check: Pass | Custom licence | |
| Structured Image Generationbytedance/deer-flow | 84k | 4 repos | ~2.9k | Automated safety check: Pass | MIT |
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Questions about Creative Material Design
What does Creative Material Design do?
Creative material design specialist for water treatment materials. Creative Material Design is an agent skill from openJiuwen-ai/sciencediscovery. Creative material design specialist for water treatment materials.
How do I install Creative Material Design in Claude Code?
Run `npx skills add openJiuwen-ai/sciencediscovery --skill creative-material-design -a claude-code`. Or copy the skill folder (skills/creative-material-design in openJiuwen-ai/sciencediscovery) into .claude/skills/creative-material-design in your project. Claude Code loads it when a task matches its description.
How do I install Creative Material Design in Codex?
Run `npx skills add openJiuwen-ai/sciencediscovery --skill creative-material-design -a codex`. Or copy the skill folder (skills/creative-material-design in openJiuwen-ai/sciencediscovery) into .agents/skills/creative-material-design in your project. Codex loads it when a task matches its description.
Can I use Creative Material Design 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 openJiuwen-ai/sciencediscovery --skill creative-material-design -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/creative-material-design, .gemini/skills/creative-material-design, .github/skills/creative-material-design and .opencode/skills/creative-material-design in your project.
What does Creative Material Design need to run?
SKILL.md names no scripts, command-line tools or credentials: Creative Material Design is instructions for the agent only.
Does Creative Material Design 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 Creative Material Design 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 Creative Material Design use?
Creative Material Design 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 Creative Material Design use?
About 1.5k tokens (SKILL.md is roughly 6.1k 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 Creative Material Design?
Skills that share tags, products or a category with Creative Material Design: Generate (alirezarezvani/claude-skills, 28k stars), Fal Generate (nexu-io/open-design, 100k stars), Video Generation (bytedance/deer-flow, 84k stars) and Image Generation (onyx-dot-app/onyx, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Creative Material Design?
openJiuwen-ai (a GitHub organization) maintains it in openJiuwen-ai/sciencediscovery, which has 159 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 10, 2026.
Source: openJiuwen-ai/sciencediscovery on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.