Provides workflows to write, debug, and optimize prompts for LLMs, including few-shot example selection, chain-of-thought structuring, system prompt design, and template…
Optimize prompts for LLMs and AI systems with structured techniques, evaluation patterns, and synthetic test data generation.
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. — from Asymmetric-al/core
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. — from majiayu000/claude-skill-registry
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. — from majiayu000/claude-skill-registry
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Prompt engineering and optimization for AI/LLMs. Capabilities: transform unclear prompts, reduce token usage, improve structure, add constraints, optimize for specific models,…
Versioniert alle Spalten- und Zeilenprompts mit semantischer Versions-ID — patch fuer Wortlautfeinheiten minor fuer geaenderte Antworttypen oder Ampelregeln major fuer geaenderte…
Use when switching between LLM providers, accessing provider-specific features (Anthropic caching, OpenAI logprobs), or using raw SDK clients - covers multi-provider patterns and…
Analizza e migliora il codice di PunxFilm OS: code review, refactoring, bug fix, performance, nuove feature.
Progressive Web App development guidelines covering service workers, caching strategies, offline functionality, and installability
Progressive Web App development with Service Workers, offline support, and app-like behavior. Use for caching strategies, install prompts, push notifications, background sync.
Use to make Python faster or leaner — profilers, vectorizing, numba, PyO3/maturin.
Profile the execution time of a Python script using py-spy and visualize the result with speedscope. Use when the user wants to benchmark performance, find slow code paths, or…
Use when fitting equations to data with PySR or SymbolicRegression.jl, when a user wants an interpretable formula, symbolic model, scaling law, or empirical relation discovered…
Software engineering integration content for QECTOR: wiring the MCP servers into applications, driving the stdio JSON-RPC 2.0 protocol, high-performance batch/mmap decoding,…
QuickNode performance tuning — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
Expert in building blazing-fast reactive dashboards with comprehensive testing. Masters React performance patterns, testing strategies for async components, and real-world…
RealtimeSTT is a Python library for real-time speech-to-text with advanced voice activity detection, wake word activation, and instant transcription.
Use when the user references a PAST DECISION, choice, or rationale — "what did we decide about caching?", "why is X done this way?", "didn't we agree to use Y?", "remind me how we…
Redis - in-memory database, caching, pub/sub, sessions, rate limiting, data structures
Apply the Green IT "Network Efficiency" principle — every transferred and every stored byte costs energy across server, network, and device.
Regular expressions including pattern design, lookaheads, lookbehinds, performance optimization, and engine differences.
Expert in writing, debugging, and explaining regular expressions. Covers readable regex patterns, performance optimization, debugging techniques, and knowing when NOT to use…
Remove AI-generated code smells (slop) from branch changes or an explicit file list. Locks behavior with regression tests FIRST, then runs categorized cleanup via parallel `deep`…
Optimize Replit app performance: cold start, memory, Nix caching, and deployment speed. Use when experiencing slow startup, high memory usage, deployment timeouts, or optimizing…
Review CakePHP ORM usage for N+1, over-eager contain, unbounded lists, and unjustified caching.
Generate images using Nano Banana Pro (Gemini). Supports Japanese text rendering, multiple styles, and platform-optimized outputs.
Use for questions about scaling a deployed app to handle more users, such as setting the minimum and maximum number of instances, keeping an app warm to avoid slow first loads,…
Postgres + Supabase RLS 效能診斷與優化手冊。Use when 寫/改 RLS policy、 跑 EXPLAIN ANALYZE、排查 PGRST003 pool timeout、設計 index、 優化 pagination、使用者抱怨 API 變慢、或需要診斷 connection pool 問題時。涵蓋…
Optimiza políticas RLS de Supabase usando el patrón (select auth.uid()) para mejor performance. Usa cuando trabajes con RLS policies, auth.uid() reevaluación, o tareas 1.3 y 2.1…
Audits and optimizes the five global Claude layers (User Preferences, Styles, Global Memory, Skills, MCP Connectors) using the Global Layer Scorecard (six dimensions, anchored 1-5…
Rebalances context across Memory, Custom Instructions, knowledge files, and User Preferences in Claude Projects.
Produces structured XML session continuation documents for multi-session workflows. Captures all active work streams, decisions with rationale, uploaded file content, conversation…
Comprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize RPG Maker MZ/MV, JavaScript plugins, Pixi.js rendering — from…
MANDATORY when editing files matching ["api/src/**/*.py", "frontend/src/**/*.{ts,tsx}"]. Performance budgets, query discipline, caching, and rendering strategy
Add Axiom's Apple OS skills, agents, and commands so coding assistants can diagnose Xcode builds, Swift issues, crashes, logs, UI flows, and performance traces.
Use Reasonix when an operator wants a persistent terminal coding agent tuned for DeepSeek-style prefix caching, project memory, MCP-compatible plugins, and reviewable code-edit…
Structured investigation and troubleshooting for production incidents, build failures, performance issues, and mysterious bugs.
Execute load testing, stress testing, and performance benchmarking. Use when performing specialized testing.
Vercel Runtime Cache API guidance — ephemeral per-region key-value cache with tag-based invalidation. Shared across Functions, Routing Middleware, and Builds.
Profiles ccusage performance. Use when debugging slow Rust CLI commands, TypeScript package scripts, launchers, benchmarks, packaging hot paths, or branch-vs-main speed changes.
Design or critically review one complete modern SaaS web platform joining public acquisition surfaces and an authenticated product across value proposition, onboarding, UI/UX, web…
Optimize SalesLoft API performance with caching, pagination strategies, and connection pooling. Use when experiencing slow API responses, reducing latency for bulk operations, or…
Comprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize SAP GUI 8.0, SAP GUI Scripting API (VBScript/Python), A — from…
Teaches how to use the sayt2 Python library to build search-as-you-type applications. Use when the user asks how to use sayt2, wants to build a search index, or needs help with…
Verify and design for load scaling — data volume, transaction volume, request rate, and user count. Use when sizing infrastructure, choosing data structures, designing pagination…
Queue approved posts to scheduling tools (Buffer, Hypefury, Typefully, native schedulers) with platform-specific formatting, optimized posting times, media attachments, and…
Use first, before any writing, to stress-test whether a result clears Science's desk-reject filter — broad significance and general interest across disciplines.
Systematic debugging skill for root-cause/fix of concrete bugs and failing tests. Use for debug, investigate, resolve, fix, root-cause, wrong behavior, flaky/CI/prod-only failure,…
Unified search aggregator for Google, Wikipedia, Reddit, NewsAPI, and RSS feeds with optional Redis caching. Supports parallel querying and structured JSON output.
Redis semantic caching for LLM applications. Use when implementing vector similarity caching, optimizing LLM costs through cached responses, or building multi-level cache…
Optimize SerpApi performance with caching, async searches, and result filtering. Use when reducing latency, minimizing credit consumption, or optimizing search throughput.
Service worker patterns for offline support, caching strategies, and PWA functionality. Use when implementing offline-first features, caching, or background sync.