Converts an arxiv paper into a minimal, citation-anchored Python implementation. Trigger when user runs /paper2code with an arxiv URL or paper ID, says "implement this paper", or pastes an arxiv link asking for implementation. Flags all ambiguities honestly. Never invents implementation details not stated in the paper.
Write or rewrite SEED Design component guideline docs (MDX) by extracting content and images from Figma documentation layers. Use this skill whenever the user wants to create, update, or migrate component documentation from Figma into docs/content/docs/components/, provides a Figma node URL for documentation, or asks to write/update a component guideline page. Also triggers for "write the docs for X component", "create guideline from Figma", "update the MDX for [component]", "가이드라인 문서 작성", or "피그마에서 문서 가져오기".
Create new skills for Claude Code. Use when users ask to create a skill, add a skill, make a new command, build a skill, add a slash command, create a plugin skill, or define a new automation. Trigger phrases include "create a skill", "new skill", "add a skill", "make a command", "build a skill", "I want a skill that", "add slash command", "create automation".
Write a tight, readable design document for a proposed change. Use when asked to write a design doc, spec, or technical proposal.
Write in Marin's house style for public and internal text. Use when drafting or revising blog posts, technical reports, documentation, GitHub issues, experiment issues, Discord updates, or other Marin-authored writing.
Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.
Creates implementation plan, writes project code with judge feedback loop, and submits final experiment run. Use after code-survey in both Idea and Plan branches.
Reference page structure, templates, and writing patterns for src/content/reference/. For components, see /docs-components. For code examples, see /docs-sandpack.
Create or refine KiraClaw/Codex skills as concise SKILL.md packages. Trigger on: "make a skill", "create a skill", "update this skill", "seed skill", "default skill", or when the user wants reusable agent workflow instructions instead of one-off prompt text.
Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
Generate comprehensive component guideline documentation for SEED Design System. Use when creating or updating design guideline documentation in ./docs/content/docs/components directory. This skill helps create high-quality documentation similar to action-button.mdx.
Generate React component documentation for SEED Design System. Use when creating new React component docs in ./docs/content/react/components or updating existing implementation documentation. Helps document component APIs, props, installation, and usage examples.
Use when researching Apple frameworks, APIs, or WWDC sessions - provides techniques for retrieving full transcripts, code samples, and documentation using Chrome browser and sosumi.ai
Reference — Complete Foundation Models framework guide covering LanguageModelSession, @Generable, @Guide, Tool protocol, streaming, dynamic schemas, built-in use cases, and all WWDC 2025 code examples
Update component documentation when code changes
Guide for updating SDKs when REST API changes are made. Use when the user modifies REST API endpoints, request/response models, or the OpenAPI spec.
Update and maintain project documentation for local code changes using multi-agent workflow with tech-writer agents. Covers docs/, READMEs, JSDoc, and API documentation.
Research-driven RFC and design document generator. Use when the user asks to "create an RFC", "write a design doc", "propose a migration", "how should we architect X", "evaluate options for X", "write a technical proposal", "compare approaches", or needs a technical decision document before coding. Outputs a validated RFC with research evidence, alternatives, recommendation, and implementation plan. For planning with implementation, use octocode-plan instead.
创建新的 Claude Code 技能，修改和优化已有技能。当用户想从头创建技能、将当前工作流封装为技能、优化已有技能的内容或触发描述时使用此技能。即使用户没有明确说"技能"，当他们想把某个重复工作流程固定下来时也应使用。
MongoDB documentation style rules. Apply when writing or editing rST documentation.
Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user mentions "implement design", "generate code", "implement component", provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.
Write, reply to, and resolve Google Drive comments on Docs, Sheets, Slides, and Drive files with evidence-backed location context. Use when the user asks to leave comments, review a file with comments, respond to comment threads, or resolve Drive comments.
