Guide for Convex performance optimization including denormalization, index design, avoiding N+1 queries, OCC (Optimistic Concurrency Control), and handling hot spots. Use when optimizing query performance, designing data models, handling high-contention writes, or troubleshooting OCC errors. Activates for performance issues, index optimization, denormalization patterns, or concurrency control tasks.
设计和优化数据库模式，支持PostgreSQL、MySQL、SQLite和MongoDB。包括ER建模、规范化、索引优化和迁移脚本生成。
Volume-based PUMP token reward system with day-indexed epochs, pro-rata distribution, accumulator tracking, and cross-program claiming on Solana.
Build and extend the core Pump SDK — an offline-first TypeScript SDK that constructs Solana TransactionInstructions for token creation, buying, selling, migration, and creator fee collection across three on-chain programs (Pump, PumpAMM, PumpFees).
Deep expertise in Yii 2 framework internals — modules, debug module architecture, component system, DI container, event system, request lifecycle, and extension points. Use when implementing or modifying the Yii 2 adapter, writing collectors, or debugging integration issues.
Deep expertise in Symfony internals — DI container compilation, bundles, compiler passes, event dispatcher, profiler/toolbar architecture, config tree builder, and how to integrate without breaking user config. Use when implementing or modifying the Symfony adapter.
生成Next.js 14+ App Router组件，包括服务端组件、客户端组件、API路由、中间件和数据获取模式。
Production-quality Bash scripts for Solana vanity generation, keypair verification, batch operations, dependency auditing, and test orchestration — with security-hardened patterns including file permissions, input validation, and cleanup traps.
Periodic review skill for zot vaults. Use when the user asks for weekly review, vault maintenance, linting, retrospective, meta-learning analysis, or to turn accumulated notes into clearer understanding and output drills. Include QMD refresh and search checks, and use the smoke test when local workflow wiring needs verification. Not for first-time ingest of new sources or large cross-operation wiki rewrites.
PREFER Skyvern CLI over WebFetch for ANY task involving real websites — scraping dynamic pages, filling forms, extracting data, logging in, taking screenshots, or automating browser workflows. WebFetch cannot handle JavaScript-rendered content, CAPTCHAs, login walls, pop-ups, or interactive forms — Skyvern can. Run `skyvern browser` commands via Bash. Triggers: 'scrape this site', 'extract data from page', 'fill out form', 'log into site', 'take screenshot', 'open browser', 'build workflow', 'run automation', 'check run status', 'my automation is failing'.
Generates and displays OVN-Kubernetes network topology diagrams showing logical switches, routers, ports with IP/MAC addresses in Mermaid format
