tools-only/X-Skills - 第 2 页

ml-llm-as-judge

Comprehensive guide to LLM-as-judge evaluation patterns including Prometheus 2 models, G-Eval framework, pairwise/pointwise/reference-guided methods, bias mitigation, and uncertainty quantification

原文语言：英语

mobile-react-native-navigation

Implementing multi-screen navigation in React Native apps

原文语言：英语

realtime-realtime-sync

Use real-time sync patterns when you need:

原文语言：英语

research-qualitative-methods

Master qualitative research methods including interviews, ethnography, case studies, grounded theory, and thematic analysis

原文语言：英语

research-research-design

Master research study design including hypothesis formation, validity, sampling strategies, and experimental control

原文语言：英语

security-security-rules

40+ opinionated secure coding rules covering input validation, authentication, secrets management, and common vulnerabilities. Actionable best practices.

原文语言：英语

design-patterns

Reference guide for detecting AI slop patterns in visual and UX design including generic gradients, cookie-cutter layouts, and buzzword-heavy copy. Use as reference when reviewing design quality.

原文语言：英语

text-patterns

Reference guide for detecting AI slop patterns in natural language text including overused phrases, buzzwords, and meta-commentary. Use as reference when reviewing text content for quality.

原文语言：英语

elegant-design-components-and-accessibility

Component Architecture and Accessibility

原文语言：英语

ml-prompt-engineering

Prompt engineering patterns for developers including system prompts, few-shot learning, chain-of-thought, structured output, and tool use prompts

原文语言：英语

engineering-code-review-rules

Opinionated code review checklist with 50+ actionable rules for security, performance, readability, testing, and error handling

原文语言：英语

mobile-ios-networking

Building network layers for iOS/macOS apps

原文语言：英语

mobile-swiftui-architecture

Building iOS/macOS apps with SwiftUI

原文语言：英语

workflow-beads-dependency-management

bd dep add bd-15 bd-10 --type blocks

原文语言：英语

constraint-rules

Reference guide for constraint propagation rules in typed holes refactoring including dependency tracking and solution space narrowing. Use as reference when propagating constraints between resolved holes.

原文语言：英语

mobile-index

Index of Mobile Skills

原文语言：英语

engineering-code-review

Code review practices, PR etiquette, constructive feedback, automation tools, and effective review workflows

原文语言：英语

agentic-task-decomposition

Breaking complex tasks into executable agent steps with dependency management, failure recovery, and re-planning

原文语言：英语

api-api-rate-limiting

Implementing rate limiting for APIs

原文语言：英语

api-api-versioning

Planning API changes and deciding on versioning approach

原文语言：英语

build-systems-cmake-patterns

Modern CMake target-based approach, find_package, FetchContent, generator expressions, cross-platform configuration, and installation rules for C/C++ projects.

原文语言：英语

caching-cache-performance-monitoring

Measuring and optimizing cache performance - metrics, monitoring tools, alerts, load testing, and instrumentation for cache hit rates and latency.

原文语言：英语

caching-http-caching

Browser and HTTP cache layer optimization using cache headers, conditional requests, and validation strategies

原文语言：英语

database-database-connection-pooling

Configuring database connections for applications

原文语言：英语

debugging-lldb-macos-debugging

Comprehensive guide to LLDB debugger for macOS/iOS development. Covers LLDB vs GDB differences, Swift/Objective-C debugging, Xcode integration, command-line usage, breakpoint expressions, watchpoints, Python scripting, and performance improvements (50x faster…

原文语言：英语

debugging-network-debugging

Network debugging with tcpdump, Wireshark, curl, DNS tools, SSL/TLS inspection, and network tracing utilities

原文语言：英语

engineering-code-quality

Code quality metrics, maintainability principles, SOLID design, code smells detection, and quality measurement

原文语言：英语

engineering-monitoring-alerts

Production-ready monitoring and alerting strategies

原文语言：英语

frontend-react-data-fetching

Fetching data from APIs

原文语言：英语

frontend-react-state-management

Choosing state management solution

原文语言：英语

ml-hybrid-search-rag

Combining vector search with BM25 sparse retrieval using fusion algorithms for improved RAG accuracy

原文语言：英语

rust-dspy-integration-summary

DSPy + PyO3 Integration Skills - Project Summary

原文语言：英语

rust-pyo3-async-embedded-wasm

Master async Python integration with Tokio, embedded Python interpreters, and WASM compilation with PyO3. Build async extensions, embed Python in Rust applications, and compile for browser/WASI environments.

原文语言：英语

rust-pyo3-dspy-fundamentals

DSPy fundamentals from Rust - environment setup, LM configuration, calling DSPy modules, prediction handling

原文语言：英语

security-secrets-management

Secrets management patterns including vaults, environment variables, key rotation, and secure credential handling for applications

原文语言：英语

security-security-headers

HTTP security headers including CSP, HSTS, X-Frame-Options, CORS, and other protective headers for web application security

原文语言：英语

update-llm-pool

Workflow for updating the LLM landscape paper pool (section/x_llm_papers.md) using fetch_llm_papers.py. Covers full re-fetch, resume from checkpoint, inject-only, and adding new topics. USE FOR: Refreshing citation counts, expanding topic coverage,…

原文语言：英语

policyengine-parameter-patterns

PolicyEngine parameter patterns - YAML structure, naming conventions, metadata requirements, federal/state separation

原文语言：英语

policyengine-standards

PolicyEngine coding standards, formatters, CI requirements, and development best practices

原文语言：英语

story-generator

This skill generates graphic novel narratives about physicists and scientists for intelligent textbooks. It creates compelling, historically-accurate stories with image prompts designed for high school students. Use this skill when the user wants to add a new…

原文语言：英语