发现 Skills

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.

Sub-skill of pdf: OpenAI Codex Conversion.

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Use this skill when the user wants to create or substantially update a Docker Compose file. Covers env layering, secrets-safe configuration, ports, persistence, service dependencies, documentation impact, and rendered-config validation.

File upload decision guide: signed URLs, validation, storage, virus scanning, image processing, UX. Use for: upload, file storage, attachment, avatar, image, document, GCS, S3, presigned.

Use when replacing approaches or dismissing patterns. Traces decision history through git/jj logs, commit messages, and decision records to avoid repeating failures and rediscover abandoned solutions. Triggers: refactoring, replacing patterns, 'simplify', 'modernize', 'outdated', 'legacy', 'clean up', architectural changes.

Implements API rate limiting using token bucket, sliding window, and Redis-based algorithms to protect against abuse. Use when securing public APIs, implementing tiered access, or preventing denial-of-service attacks.

Deploy ML models with FastAPI, Docker, Kubernetes. Use for serving predictions, containerization, monitoring, drift detection, or encountering latency issues, health check failures, version conflicts.

Consult external AIs (Gemini 2.5 Pro, OpenAI Codex, Claude) for second opinions. Use for debugging failures, architectural decisions, security validation, or when you need a fresh perspective with synthesis.

Validate test effectiveness with mutation testing using Stryker (TypeScript/JavaScript with Vitest or bun test via @hughescr/stryker-bun-runner) and mutmut (Python). Find weak tests that pass despite code mutations. Use to improve test quality.

Integrates payment processing with Stripe, PayPal, or Square including subscriptions, webhooks, and PCI compliance. Use when implementing checkout flows, recurring billing, or handling refunds and disputes.

Production-tested setup for Tailwind CSS v4 with shadcn/ui, Vite, and React. Use when: initializing React projects with Tailwind v4, setting up shadcn/ui, implementing dark mode, debugging CSS variable issues, fixing theme switching, migrating from Tailwind v3, or encountering color/theming problems. Covers: @theme inline pattern, CSS variable architecture, dark mode with ThemeProvider, component composition, vite.config setup, common v4 gotchas, and production-tested patterns. Keywords: Tailwind v4, shadcn/ui, @tailwindcss/vite, @theme inline, dark mode, CSS variables, hsl() wrapper, components.json, React theming, theme switching, colors not working, variables broken, theme not applying, @plugin directive, typography plugin, forms plugin, prose class, @tailwindcss/typography, @tailwindcss/forms

Add or modify WooCommerce backend PHP code while following project conventions. Use this when creating new classes, methods, hooks, or when modifying existing backend code in WooCommerce projects.

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk or pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

Prevent massive MCP responses from WordPress, Playwright, Notion, and other MCPs that can kill conversations on first call. Sophisticated token management for all MCP tool usage.

Crypto Twitter intelligence and alpha research. Search X/Twitter for real-time crypto narratives, trending tokens, yield strategies, smart money signals, and protocol research. Features TweetRank (PageRank-inspired credibility scoring), multi-signal token detection, coordinated raid detection, and dynamic tool discovery for execution suggestions. Solana-first but covers all major chains.

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI. Add blogs, scan for new articles, and track what you've read.

End-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. Covers NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Integrates automated experiment monitoring, statistical analysis, iterative writing, and citation verification.

Get China monthly fiscal revenue data. Use this when a user asks about China fiscal revenue, monthly fiscal revenue, fiscal revenue and expenditure, fiscal revenue, year-over-year or month-over-month for the current month, or cumulative fiscal revenue.

Analyze Shariah-compliant instruments. Verify AAOIFI compliance for Sukuk, Murabaha, Ijara, Takaful.

Draft personalized cold outreach from prospect signals. Use when: writing cold emails, LinkedIn messages, or outreach sequences. NOT for: managing CRM, tracking responses, or automating sends.

A development workflow that runs from Issue to PR in parallel using an Agent Team. Can be triggered by keywords such as "workflow-agent-team-issue", "Agent Team Issue flow", "team Issue development", "Agent Team Issue", "parallel implementation from Issue", "create PR as a team", "handle Issue with Agent Team", etc. It runs by replacing the MCP usage portion of workflow-multi-issue with an Agent Team.

Write a customer-facing user guide or product walkthrough. Use when: user guide, product guide, how-to guide, product walkthrough, feature walkthrough, getting started guide, product documentation, customer documentation, usage guide.

Use when building Vue 3 applications with the Composition API, Nuxt 3, Naive UI, or Quasar. Invoke for Pinia, TypeScript, PWA and Capacitor mobile apps, and Vite configuration.