发现 Skills

Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

This skill should be used when implementing or modifying OpenRewrite recipes in the Liftwizard project, when the user asks to "create a recipe", "implement a Refaster template", "convert to Refaster", "add an OpenRewrite transformation", or discusses recipe implementation patterns. Provides guidance on Refaster templates, traditional recipe implementation, type safety, and common patterns.

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

Install and configure MCP servers across desktop and CLI clients (Claude, Cline, Windsurf, Cursor, VSCode, Gemini CLI, Codex, Trae, Antigravity, etc.) on macOS/Windows/Linux, preferring @smithery/cli when supported and otherwise performing manual JSON config updates and path discovery.

Plan and run an early-stage fundraising process and produce a Fundraising Pack (raise-decision memo, round-design brief, pitch narrative + deck outline, investor pipeline + tracker, outreach/follow-up scripts, diligence/data-room checklist). Use for fundraising, raising capital, venture capital, pitch deck, investor outreach, pre-seed, seed. Category: Career.

Software Architecture Review Protocol

React Native and Flutter patterns for cross-platform mobile apps. Use for mobile UI, navigation, and platform-specific code.

Write comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation, detection, classification in CT, MRI, X-ray, ultrasound, or pathology imaging. Triggers on requests for "review paper", "survey", "literature review", "综述", "systematic review", or mentions of writing academic reviews on deep learning for medical imaging.

Designs complete GraphRAG systems integrating graph databases, vector stores, orchestration frameworks, and LLM reasoning. Guides through pattern selection, technology stack decisions, integration pipeline design, and domain-specific customizations. Use when designing GraphRAG systems, choosing technology stacks for graph-augmented retrieval, combining Neo4j with LLM, using LangChain/LlamaIndex knowledge graphs, applying community detection for RAG, building hybrid symbol-vector pipelines, or deploying production or domain-specific GraphRAG.

Kalshi prediction markets — events, series, markets, trades, and candlestick data. Public API, no auth required for reads. US-regulated exchange (CFTC). Covers soccer, basketball, baseball, tennis, NFL, hockey event contracts. Use when: user asks about Kalshi-specific markets, event contracts, CFTC-regulated prediction markets, or candlestick/OHLC price history on sports outcomes. Don't use when: user asks about actual match results, scores, or statistics — use football-data or fastf1 instead. Don't use for general "who will win" questions unless Kalshi is specifically mentioned — try polymarket first (broader sports coverage). Don't use for news — use sports-news instead.

Use when claiming task completion or marking items as done. Covers completion evidence requirements, verification methods, and anti-rationalization patterns.

Execute planned implementations following todo-lists systematically. Use for code generation, building features, and executing SDD plans.

Comprehensive guide for implementing animations in Flutter. Use when adding motion and visual effects to Flutter apps: implicit animations (AnimatedContainer, AnimatedOpacity, TweenAnimationBuilder), explicit animations (AnimationController, Tween, AnimatedWidget/AnimatedBuilder), Hero animations (shared-element transitions), staggered animations (sequential or overlapping), and physics-based animations. Includes a workflow for choosing the right animation type, common implementation patterns, and best practices for performance and user experience.

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

Agent skill for refactoring .NET applications into a React frontend + Python backend. Use for migrating/modernizing .NET apps (ASP.NET MVC, Web API, Blazor, Web Forms) to React + Python, or analyzing .NET codebases for migration planning.

Automated LinkedIn content creation pipeline. YouTube transcript to LinkedIn posts and carousel PDFs. Run with /content-pipeline or ask to run the LinkedIn pipeline.

Complete guide for Apache Airflow orchestration including DAGs, operators, sensors, XComs, task dependencies, dynamic workflows, and production deployment

Deep research workflow for technologies, concepts, or complex topics

Elite CI/CD pipeline engineer specializing in GitHub Actions, GitLab CI, Jenkins automation, secure deployment strategies, and supply chain security. Expert in building efficient, secure pipelines with proper testing gates, artifact management, and ArgoCD/GitOps patterns. Use when designing pipelines, implementing security gates, or troubleshooting CI/CD issues.

Expert in building desktop applications for Windows, macOS, and Linux with focus on platform-specific configurations, code signing, and distribution requirements

Process error logs from admin panel - fetch new errors, analyze, create tasks, fix, and mark resolved

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

Model-agnostic policy pack defining agent behavior, evidence requirements, and modular rules