Download PDFs from Zotero by citation key, cut references, and prepare for Swanki.
Implement images into page sections. Converts from /public/raw/[page]/ to WebP with responsive variants, replaces CDN placeholders with Next.js Image component.
Systematic methodology for constructing compact (<150 lines), expressive, Claude Code-integrated subagent prompts using lambda contracts and symbolic logic.
Read-only shadcn/ui auditor for Treido (primitives boundary + composition). Returns structured payload for ORCH merge. Trigger: SHADCN-AUDIT
Generate project-level AGENTS.md guides that capture conventions, workflows, and required follow-up tasks.
Automatically applies when creating FastAPI endpoints, routers, and API structures. Enforces best practices for endpoint definitions, dependency injection, error handling, and…
World memory is world remembering is world worlding - the autopoietic loop where memory enables remembering enables worlding enables memory
Load single-cell TCR-seq or scBCR-seq data from various formats into a scRepertoire-compatible object.
[Flutter] pub.dev package search skill. Quick package search, info lookup, version check, and dependency analysis. (project) — from majiayu000/claude-skill-registry
Expert payment integration specialist mastering payment gateway integration, PCI compliance, and financial transaction processing.
Semantic image-text matching with CLIP and alternatives. Use for image search, zero-shot classification, similarity matching.
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi,…
Researches best practices and creates documentation (guide, manual, ADR, or research). Use when project needs standards-based documentation for a topic.
Use the AWF (Agentic Workflow Firewall) to run commands with network isolation and domain whitelisting. Provides L7 HTTP/HTTPS egress control for AI agents.
Automatically update GitHub Issue status to the next stage (Todo→In Progress→Done) in all linked projects.
Generate professional visuals using Gemini via browser automation with 6-gate quality control. Use when creating chapter illustrations, diagrams, or teaching visuals.
Use when multiple reviews or paper notes need integration, cross-cutting themes must be identified, or project-specific implications must be drawn from disparate sources — from…
Call m6A peaks from MeRIP-seq IP vs input comparisons. Use when identifying m6A modification sites from methylated RNA immunoprecipitation data.
Trace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data sources, or needs to understand data origins.
Role definition for software engineer agents. Defines responsibilities, principles, required skills, and success criteria.
用于创建、配置、审查或调试前端应用、库、SDK、CLI、monorepo 包中的 TypeScript 项目规范，包括 tsconfig、strictness、module/moduleResolution、路径别名、project references、声明文件、package exports、公共 API…
Build production-ready multi-agent systems using OpenAI AgentKit and Agents SDK with best practices for agent orchestration, handoffs, and routines — from…
Use when reviewing OpenAI API usage, answering questions about OpenAI endpoints, or validating implementations against the official API specification.
Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 8 major sources: Hacker News, GitHub Trending, Product Hunt, 36Kr, Tencent — from…
YC growth framework - identify One Metric That Matters, commit to 7% weekly growth, install public accountability. Focus-forcing system for early-stage startups.
Analyzes your Claude Code conversation history to identify patterns, common mistakes, and opportunities for workflow improvement.
Create, optimize, update, and validate AGENTS.md files with maximum token efficiency. Use when the user asks to (1) create new AGENTS.md files for any repository, (2) opt — from…
Complete Test-Driven Development workflow combining Sherpa guidance, Julie code intelligence, and Goldfish progress tracking.
Firecrawl v2.5 API for web scraping/crawling to LLM-ready markdown. Use for site extraction, dynamic content, or encountering JavaScript rendering, bot detection, content loading…
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns). — from majiayu000/claude-skill-registry
Elite multi-agent research orchestration utilizing ref MCP, exa MCP, brave-search MCP, and context7 with parallel execution of deep-research-agent, search-specialist,…
Build persistent memory systems for AI agents using Mem0, claude-mem, or custom implementations. Use when adding conversation memory, user preferences, or contextual reca — from…
Bibliographic research agent for analyzing books and manuscripts. Builds comprehensive "book biographies" showing production context, textual transmission, related editio — from…
Look up current research information using parallel-cli search (primary, fast web search), the Parallel Chat API (deep research), or Perplexity sonar-pro-search (academic — from…
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular ML.
Maps file structure and module organization of a codebase. Use before architecture reviews, refactoring planning, or migration scope estimation.
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements.
Audit websites for SEO, technical, content, and security issues using SEOmator CLI. Returns LLM-optimized reports with health scores, broken links, meta tag analysis, and…
Define the scope of analytics efforts by identifying relevant metrics, data sources, and analysis approaches.
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fil — from…
Auto-activating guidance for pumped-go ensuring production-ready, type-safe Go applications
Build tools that agents can use effectively, including architectural reduction patterns — from majiayu000/claude-skill-registry
Generate comprehensive undergraduate lecture notes for social sciences (especially economics) with mathematical foundations, daily-life examples, and practice questions — from…
Reference guide for using PROXY_MODE with external AI models. Use when running multi-model reviews, understanding which agents support PROXY_MODE, or debugging external model…
Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images.
Guide agents through backtesting strategy ideas with automatic data fetching and performance analysis
Use xAI Grok API with Agent Tools for real-time web and X (Twitter) search and synthesis. Requires XAI_API_KEY.
Implement comprehensive mathematical theorem proving capabilities with SFT+GRPO training, MCP/A2A agent integration, and imatrix quantization protection to surpass…
Find past learnings applicable to current work
You are an expert in the OpenAI Agents SDK (formerly Swarm), the official framework for building multi-agent systems.
TOON format knowledge and usage patterns for agent communication and memory persistence in plan-marshall marketplace — from majiayu000/claude-skill-registry
Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator — from majiayu000/claude-skill-registry
Design effective system prompts for custom agents. Use when creating agent system prompts, defining agent identity and rules, or designing high-impact prompts that shape agent…
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal g — from…
Explain why counterexamples violate specifications by analyzing formal specifications (temporal logic, invariants, pre/postconditions, code contracts), informal requirements (user…
Dispatches research agents to find real projects, papers, and documented failures before proposing any feature, architecture, or technology choice.
Analyze consistency across spec, plan, tasks, and checklist. Use before implementation. Triggers on: analyze consistency, check artifacts, validate feature.
Analyzes events through sociological lens using social structures, institutions, stratification, culture, norms, collective behavior, and multiple theoretical perspective — from…
Web Toolbox 市场调研与用户痛点挖掘。通过搜索 Reddit、Hacker News、TikTok、Product Hunt、 Google Trends 等平台，发现高流量在线工具机会、用户吐槽的痛点、竞品流量数据，生成可落地的 新工具建议报告。使用此 skill 当用户提到：(1) 调研新工具机会 (2) 挖掘用户痛点 (3) 分析 竞品流量…
Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture op — from…