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
Skills in this repository
tools-only/X-Skills - Page 2
SkillsMP has collected 2,943 skills from tools-only/X-Skills. Open a skill to review its source and details.
tools-only/X-SkillsShowing 40 of 2,943 collected skills.
Implementing multi-screen navigation in React Native apps
Use real-time sync patterns when you need:
Master qualitative research methods including interviews, ethnography, case studies, grounded theory, and thematic analysis
Master research study design including hypothesis formation, validity, sampling strategies, and experimental control
40+ opinionated secure coding rules covering input validation, authentication, secrets management, and common vulnerabilities. Actionable best practices.
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.
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.
Component Architecture and Accessibility
Prompt engineering patterns for developers including system prompts, few-shot learning, chain-of-thought, structured output, and tool use prompts
Opinionated code review checklist with 50+ actionable rules for security, performance, readability, testing, and error handling
Building network layers for iOS/macOS apps
Building iOS/macOS apps with SwiftUI
bd dep add bd-15 bd-10 --type blocks
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.
Index of Mobile Skills
Code review practices, PR etiquette, constructive feedback, automation tools, and effective review workflows
Breaking complex tasks into executable agent steps with dependency management, failure recovery, and re-planning
Implementing rate limiting for APIs
Planning API changes and deciding on versioning approach
Modern CMake target-based approach, find_package, FetchContent, generator expressions, cross-platform configuration, and installation rules for C/C++ projects.
Measuring and optimizing cache performance - metrics, monitoring tools, alerts, load testing, and instrumentation for cache hit rates and latency.
Browser and HTTP cache layer optimization using cache headers, conditional requests, and validation strategies
Configuring database connections for applications
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…
Network debugging with tcpdump, Wireshark, curl, DNS tools, SSL/TLS inspection, and network tracing utilities
Code quality metrics, maintainability principles, SOLID design, code smells detection, and quality measurement
Production-ready monitoring and alerting strategies
Fetching data from APIs
Choosing state management solution
Combining vector search with BM25 sparse retrieval using fusion algorithms for improved RAG accuracy
DSPy + PyO3 Integration Skills - Project Summary
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.
DSPy fundamentals from Rust - environment setup, LM configuration, calling DSPy modules, prediction handling
Secrets management patterns including vaults, environment variables, key rotation, and secure credential handling for applications
HTTP security headers including CSP, HSTS, X-Frame-Options, CORS, and other protective headers for web application security
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,…
PolicyEngine parameter patterns - YAML structure, naming conventions, metadata requirements, federal/state separation
PolicyEngine coding standards, formatters, CI requirements, and development best practices
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…