Generate and rank research ideas given a broad direction. Use when user says "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions. Ported from wanshuiyin/Auto-claude-code-research-in-sleep (ARIS) — methodology only, Claude-Code-specific MCP/CLI/GPU deps stripped for VS Code Copilot.
EnglishVerify research idea novelty against recent literature. Use when user says "novelty check", "check novelty", "has anyone done this", or wants to verify a research idea is novel before implementing. Ported from wanshuiyin/Auto-claude-code-research-in-sleep (ARIS) — methodology only, Claude-Code-specific MCP deps stripped for VS Code Copilot.
EnglishCurated library of 74 real-world DESIGN.md files (Google Stitch spec) extracted from sites like Apple, Stripe, Linear, Vercel, Notion, Airbnb. USE WHEN the user wants a design system to ground UI generation, says "make it look like [brand]", "use the [brand] design system", wants to build a page matching a known site's visual language, asks for design tokens/colors/typography for a named brand, or references DESIGN.md / Stitch / VoltAgent awesome-design-md. Returns the path to the matching DESIGN.md so the agent can read and apply it. Not a generator itself — it's an index into the fork mirror at ~/dev/forks/JZKK720/awesome-design-md/design-md/.
EnglishUse when user has a product idea, partial concept, rough page direction, or scattered design materials and needs them turned into a structured design plan, staged visual drafts, and a formal design document for implementation reference.
English
AGENT SKILLS ATLASIncludes Aris Idea Creator, Aris Novelty Check, Aris Research Lit, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Aris Idea Creator
Generate and rank research ideas given a broad direction. Use when user says "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions. Ported from wanshuiyin/Auto-claude-code-research-in-sleep (ARIS) — methodology only, Claude-Code-specific MCP/CLI/GPU deps stripped for VS Code Copilot.
Aris Novelty Check
Verify research idea novelty against recent literature. Use when user says "novelty check", "check novelty", "has anyone done this", or wants to verify a research idea is novel before implementing. Ported from wanshuiyin/Auto-claude-code-research-in-sleep (ARIS) — methodology only, Claude-Code-specific MCP deps stripped for VS Code Copilot.
Aris Research Lit
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper s
Design Markdown Library
Curated library of 74 real-world DESIGN.md files (Google Stitch spec) extracted from sites like Apple, Stripe, Linear, Vercel, Notion, Airbnb. USE WHEN the user wants a design system to ground UI generation, says "make it look like [brand]", "use the [brand] design system", wants to build a page matching a known site's visual language, asks for design tokens/colors/typography for a named brand, or references DESIGN.md / Stitch / VoltAgent awesome-design-md. Returns the path to the matching DESIGN.md so the agent can read and apply it. Not a generator itself — it's an index into the fork mirror at ~/dev/forks/JZKK720/awesome-design-md/design-md/.
Idea to Design
Use when user has a product idea, partial concept, rough page direction, or scattered design materials and needs them turned into a structured design plan, staged visual drafts, and a formal design document for implementation reference.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Aris Idea Creator skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- License details are not provided in these listings. Check the author’s terms before using the skills.