Optimize Exa API performance with search type selection, caching, and parallelization. Use when experiencing slow responses, implementing caching strategies, or optimizing request…
Use when creating files, implementing features, or executing development tasks - guides shannon do command usage, dashboard integration, caching behavior, when to use vs shannon…
Use when diagnosing slow Experience Cloud site load times, planning CDN and caching strategy, optimizing page weight, or advising on component loading patterns for Aura and…
FastLED color expert for palette generation, color math, performance optimization, and LED effect debugging across any FastLED project.
Optimize Fathom API performance with caching and batch processing. Trigger with phrases like "fathom performance", "fathom caching", "optimize fathom".
Complete browser-based FFmpeg system. PROACTIVELY activate for: (1) ffmpeg.wasm setup and loading, (2) Browser video transcoding, (3) React/Vue/Next.js integration, (4)…
Optimize Figma REST API performance with caching, partial fetches, and connection reuse. Use when experiencing slow API responses, reducing bandwidth for large files, or…
Export complete Figma file to local grep-friendly folder structure for offline analysis and caching. 將完整 Figma 文件導出為本地目錄，支持離線分析與緩存。 Use when: caching Figma file locally, enabling…
Optimize Firecrawl scraping performance with caching, batch scraping, and format selection. Use when experiencing slow scrapes, optimizing credit usage per page, or building…
Optimize Flexport API performance with pagination tuning, response caching, parallel requests, and connection pooling for logistics data.
Optimize Get Records elements in Flow: filter sharpness, field selection, sort-and-limit placement, caching via formula resources, and avoiding repeated queries in loops.
Toggle force-LCI mode to block standard search tools and require LCI. 強制啟用LCI模式，封鎖Grep/Glob。 Use when: forcing all searches through LCI, benchmarking LCI, disabling force mode.
Prompt design for LLM-powered applications. System prompts, structured outputs, tool descriptions, few-shot examples, anti-injection defenses, output validation, versioning,…
Optimize Framer API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing request…
Кеширование PDF Vector Framework (семантический/embedding/HTTP cache). ТОЛЬКО при: семантический кеш pdf-framework, embedding cache pdf-framework, cache stats pdf-framework,…
Generate optimized queries, caching, and indexes for Frappe performance. Use when optimizing slow queries, implementing caching, or improving performance.
Front-end performance optimization including Core Web Vitals, render performance, asset optimization, and perceived speed.
Optimized LLM inference and agent config for OpenClaw. Multi-provider routing with automatic cheapest-provider selection, context pruning, smart compaction, cheap heartbeats,…
Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications.
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal g — from…
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal g — from…
Optimize token usage when delegating to Gemini CLI. Covers token caching, batch queries, model selection (Flash vs Pro), and cost tracking.
Performs web searches using Gemini CLI headless mode with google_web_search tool. Includes intelligent caching, result validation, and analytics.
Analyzes and refines agent skills by identifying quality issues, prioritizing fixes (MUST/SHOULD/NICE), gathering user feedback, and implementing improvements.
Local storage with GetStorage for preferences, caching, and offline-first patterns
Go benchmarking methodology knowledge — testing.B API, benchstat comparison, sub-benchmarks, profile capture (-cpuprofile/-memprofile/-trace), reading output, dead-code…
Go performance review — profiling, benchmarks, allocation analysis, caching, connection pooling
Godot C# programming skill for .NET integration, scripting patterns, and performance optimization.
Deploy Python applications to Google App Engine Standard/Flexible. Covers app.yaml configuration, Cloud SQL socket connections, Cloud Storage for static files, scaling settings,…
Comprehensive guide to GPG commit signing. Set up, configure, and troubleshoot GPG commit signing. Fix GPG signing errors, configure passphrase caching, verify commit signatures.
Gpu Resource Optimizer - Auto-activating skill for ML Deployment. Triggers on: gpu resource optimizer, gpu resource optimizer Part of the ML Deployment skill category.
Grades and improves CLAUDE.md (Claude Code) and AGENTS.md (Codex/OpenCode) configuration files. Use when asked to grade, score, evaluate, audit, review, improve, fix, optimize, or…
Optimize Grammarly API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing request…
Use when solving or proving greedy algorithms, including activity selection, fractional knapsack, Huffman coding, offline caching, exchange arguments, greedy-choice property,…
Optimize Groq API performance with model selection, caching, streaming, and parallel requests. Use when experiencing slow responses, implementing caching strategies, or optimizing…
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection — from…
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection — from…
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection — from…
Optimize Guidewire performance: Gosu query optimization, batch processing, caching, and JVM tuning. Trigger: "guidewire performance tuning", "performance-tuning".
Optimize Hex API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing request…
Guidelines for building edge-first, high-performance APIs with Hono and TypeScript for Cloudflare Workers, Deno, Bun, and Node.js
Audits Claude Code hooks for correctness, safety, and performance. Use when reviewing, validating, or debugging hooks, checking exit codes, error handling, or learning hook best…
Provides guidance on optimizing CCPM hooks for performance and token efficiency. Auto-activates when developing, debugging, or benchmarking hooks.
Optimize Hootsuite API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing request…
Generates an HTTP caching layer with Cache-Control parsing, ETag/conditional requests, and offline fallback.
Measure SSR hydration timing and issues. Use when tracking hydration performance, debugging hydration mismatches, or optimizing SSR/SSG applications.
Diagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and poor filesystem throughput. Read-only.
Optimize IC10 code for efficiency and line count. Use when user wants to reduce line count, improve performance, or refactor existing Stationeers IC10 code.
Idempotent API operations with idempotency keys, Redis caching, DB constraints. Use for payment systems, webhook retries, safe retries, or encountering duplicate processing, race…
Optimize Ideogram API performance with caching, model selection, and parallel generation. Use when experiencing slow generation, implementing caching strategies, or optimizing…
Capture, optimize, and publish screenshots to Astro docs. Use when asked to take screenshots for docs, update doc images, compress PNG assets, or add visual documentation to the…
Implement query result caching with Redis and proper invalidation strategies for Prisma 6. Use when optimizing frequently accessed data, improving read-heavy application…
Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning.
Refactor and improve code quality. Use for code refactoring, performance optimization, and quality improvements. Includes Context7 refactoring patterns lookup.
Guide for optimizing MSBuild incremental builds. Only activate in MSBuild/.NET build context. USE FOR: builds slower than expected on subsequent runs, 'nothing changed but it…
Inference Latency Profiler - Auto-activating skill for ML Deployment. Triggers on: inference latency profiler, inference latency profiler Part of the ML Deployment skill category.
Methods for determining the optimal resource allocation for compute, database, and network systems to balance cost and performance.
Optimize cloud infrastructure costs through resource rightsizing, reserved instances, spot instances, and waste reduction strategies.
Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or hig — from…
Generate comprehensive network infrastructure reports including health status, performance analysis, security audits, and capacity planning recommendations.