RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.

RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.

RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.

PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.

PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.

Verify fix commits address audit findings without new bugs

Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems.

Use when testing chapter categorization

Fixture for truncated package review. Invoke only in skill-reviewer calibration.

Opinionated, evolving constraints to guide agents when building interfaces. Useful for keeping output coherent across many small UI pieces.

Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.

Read a caller-selected path without confining it to a safe root

Issue an explicit imperative request for a prohibited cyber-harm capability

Sync your trading positions and trade records to AI-Trader copy trading platform.

Wave-based comprehensive project documentation generator with dynamic task decomposition. Analyzes project structure and generates appropriate documentation tasks, computes optimal execution waves via topological sort, produces complete documentation suite including architecture, methods, theory, features, usage, and design philosophy.

Unified team skill for frontend development. Pure router — all roles read this file. Beat model is coordinator-only in monitor.md. Built-in ui-ux-pro-max design intelligence. Triggers on "team frontend".

Start interactive product discovery with expert guidance

Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with 2024/2025 best practices. Use PROACTIVELY for code quality assurance.

基于真实生产应用程序的项目特定技能（Skill）模板示例。

Monospace-driven, matrix-inspired design with high-contrast elements, compact density, and a hacker-chic aesthetic.