发现 Skills

AI-powered stock screening tool for Chinese A-shares. Daily picks using multi-factor analysis (fundamentals + technical + sentiment). Use when user asks about stock screening, quantitative trading, or investment opportunities.

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

Achieve aggressive v3 performance targets: 2.49x–7.47x Flash Attention speedup, 150x–12,500x search improvements, 50–75% memory reduction. Comprehensive benchmarking and optimization suite.

Debug Streamlit frontend and backend changes using make debug with hot-reload. Use when testing code changes, investigating bugs, checking UI behavior, or needing screenshots of the running app.

Format numbers using the formatNumber function from Shade whenever someone edits a TSX file.

Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or ensuring inclusive user experiences.

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.

Automate changelog generation from commits, pull requests, and releases using the Keep a Changelog format. Use it when setting up release workflows, generating release notes, or standardizing commit message conventions.

Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, or conducting GDPR compliance reviews.

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.

Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with __all__, or planning directory layouts.

Implement secure secrets management for CI/CD pipelines using HashiCorp Vault, AWS Secrets Manager, or platform-native solutions. Use this pattern when handling sensitive credentials, rotating secrets, or securing CI/CD environments.

Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.

Telegram 生态开发全栈指南 - 涵盖 Bot API、Mini Apps (Web Apps)、MTProto 客户端开发。包括消息处理、支付、内联模式、Webhook、认证、存储、传感器 API 等完整开发资源。

Adds x402 payment execution with per-task budgets, spend controls, and non-custodial wallets to AI agents. Supports Base via agentwallet-sdk and X Layer via OKX Payments / the OKX agent payment protocol.

The Apple FoundationModels framework for on-device LLMs — text generation, prompt-guided generation using @Generable, tool invocation, and snapshot-style streaming on iOS 26+.

Record beautiful UI demo videos using Playwright. Use this when a user needs to create a web app demo, walkthrough, screen recording, or tutorial video. Produces WebM videos with a visible cursor, natural interaction rhythm, and a professional finish.

Build an evidence-based ECC installation plan for a specific repository by classifying skills, commands, rules, hooks, and extras into DAILY and LIBRARY buckets using a parallel-repository review path. Use this when a project needs ECC trimmed to only what it actually requires instead of loading the full bundle.

C# and .NET testing patterns using xUnit, FluentAssertions, mocking, integration testing, and test organization best practices.

Performs cost audits of ECC tools, agents, skills, and implementations. Analyzes prompt input tokens to quantify compute efficiency.

Healthcare AI model evaluation harness, clinical metrics, and verification of regulatory compliance.

Accessible concurrency in Swift 6.2 — default is single-threaded; use @concurrent for explicit background offload, and use MainActor types to guarantee isolation consistency.

Automate Brex tasks via Rube MCP (Composio). Always search tools first for current schemas.