Performance
Performance profiling and optimization
optimizing-react
by oNo500
提供 Vercel Engineering 出品的 React 和 Next.js 性能优化指导。在编写、审查或重构 React/Next.js 代码时使用，确保最佳性能模式。
Interfaces
by torlando-tech
https://github.com/markqvist/Reticulum/docs/source/understanding.rst - Lines 677-694 (IFAC), 834-867 (announce propagation)
onboardjs-react
by OnboardJS
Integrate OnboardJS into React projects for building user onboarding flows. Use when: (1) Setting up OnboardJS in a React/Next.js project (2) Creating multi-step onboarding, wizards, or guided flows (3) Implementing conditional navigation, data persistence, or step validation (4) Working with OnboardingProvider, useOnboarding hook, or step components Triggers: "onboarding", "onboardjs", "wizard flow", "user onboarding", "guided tour", "multi-step form"
agent-orchestration-multi-agent-optimize
by ncdevshiv
"Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
react-native
by gigs-slc
Complete React Native and Expo optimization guide combining Callstack profiling with Vercel code patterns. Covers FPS, TTI, bundle size, memory, lists, animations, state, UI, and React Compiler. Use for any React Native performance, debugging, or best practices task.
ai-proofreading
by ma2ong
系统化降低AI检测率，增加人味的三遍审校能力。 使用场景：审校文章、降低AI味、初稿完成后、用户说"太AI了"、 "没人味"、"AI检测率高"、"审校一下"。 触发关键词：审校、AI味、降低AI味、人味、润色、改写。
user-discovery-research
by pluginagentmarketplace
Master user research methodologies, customer interviews, persona development, and journey mapping. Understand customer problems deeply before building.
durable-objects-pattern-checker
by hirefrank
Automatically validates Cloudflare Durable Objects usage patterns, ensuring correct state management, hibernation, and strong consistency practices
agent-memory-mcp
by ncdevshiv
"A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
web-quality-audit
by thoreinstein
Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to "audit my site", "review web quality", "run lighthouse audit", "check page quality", or "optimize my website".
@tank/clean-code
by tankpkg
Reusable, modular, performant, readable code — guided by KISS, SOLID, and pragmatic design. Covers code smell detection, refactoring recipes, function design, KISS/YAGNI decision frameworks, modularity (coupling, cohesion, boundaries), performance-aware patterns, and readability through cognitive load management. Synthesizes Martin (Clean Code), Ousterhout (A Philosophy of Software Design), Fowler (Refactoring), Metz (Practical OOD), Hickey (Simple Made Easy), Beck (Implementation Patterns), grugbrain.dev. Trigger phrases: "clean code", "refactor", "code smell", "code review", "code quality", "KISS", "keep it simple", "SOLID", "single responsibility", "DRY", "YAGNI", "over-engineered", "too complex", "simplify", "modularity", "coupling", "cohesion", "dependency", "reusable", "modular", "performance", "readability", "cognitive load", "naming", "function design", "extract method", "technical debt", "maintainability", "is this too abstract", "should I abstract", "N+1", "data structure"
memoclaw
by anajuliabit
Memory-as-a-Service for AI agents. Store and recall memories with semantic vector search. 100 free calls per wallet, then x402 micropayments. Your wallet address is your identity.
deepagents-skills
by christian-bromann
Creating and using custom skills with progressive disclosure, SKILL.md format, and the Agent Skills protocol in Deep Agents.
flutter-best-practices
by Mauriciog87
Comprehensive Flutter development guidelines covering architecture, state management, performance optimization, testing, and cross-platform best practices. Use when building, refactoring, or reviewing Flutter applications for mobile, web, and desktop platforms. Covers widget patterns, Riverpod/BLoC state management, navigation with go_router, Firebase integration, platform channels, custom painting, animations, CI/CD, and production deployment.
cost-optimization
by dmonteroh
"Cloud FinOps cost governance for reducing cloud spend while maintaining reliability. Use when teams need tagging/chargeback, budgets/anomaly detection, rightsizing, commitment strategy (RIs/Savings Plans/CUDs), or unit-cost analysis. Produces a prioritized savings plan with verification gates."
php-performance
by peixotorms
Use when optimizing PHP performance, configuring OPcache or JIT, setting up caching (Redis, Memcached), tuning database queries (PDO), choosing faster function alternatives, managing memory, or profiling. Covers OPcache configuration, opcache.validate_timestamps, preload, preloading, php.ini tuning, memory_limit, realpath_cache, JIT tracing, micro-optimizations, function choices, loops, casting, memory management, connection pooling, lazy loading, N+1 query problem, SPL data structures, SplFixedArray, PDO best practices, caching patterns, Xdebug profiler, and Blackfire production profiling.
standards-init
by weegigs
Initialize project standards baseline from a profile. Use when setting up a new project with predefined coding standards and conventions.
track-equity-cumulative-return
by fatfingererr
Track cumulative return of stocks/indices with multi-ticker comparison, index Top N ranking, and visualization. All comparisons use S&P 500 as the fixed benchmark.
context-engineering
by vibery-studio
Master context engineering for AI agents - token optimization, degradation patterns, compression, memory systems, multi-agent coordination, evaluation. Use when designing agents, debugging context failures, or building LLM pipelines.
next-loading-skeleton
by akashp1712
"⚡ Instant Loading UI for Next.js - Auto-generate beautiful loading.tsx with shadcn/ui Skeleton placeholders. Perfect for dashboards, data tables, and profile pages. Zero wait time, maximum user satisfaction."
memory
by srobinson
Persistent geometric memory across sessions. Use when the user asks about memory, wants to recall prior sessions, inspect memory, check stats, or manage memory state.
axolotl
by tylertitsworth
"Axolotl — config-driven LLM fine-tuning framework. YAML-based SFT, instruction tuning, chat fine-tuning, DPO/IPO/KTO/ORPO preference optimization, GRPO reinforcement learning, reward modeling, LoRA/QLoRA, full fine-tuning with FSDP/DeepSpeed multi-GPU, N-D Parallelism (TP+CP+FSDP composition), multimodal VLM training, text diffusion training, QAT with NVFP4, sample packing, Flash Attention, dataset preprocessing, and checkpoint management. Use when fine-tuning or post-training LLMs with Axolotl."
wp-performance
by peixotorms
Use when optimizing WordPress performance, debugging slow queries, configuring caching, reviewing database code, or preparing for high traffic. Covers WP_Query optimization (get_posts, meta_query, tax_query, no_found_rows, update_post_meta_cache, fields), object cache (wp_cache_get, wp_cache_set, Redis, Memcached), transients (set_transient, get_transient), autoload options, Query Monitor, Debug Bar, slow query profiling, anti-patterns (posts_per_page -1, query_posts, N+1), WP-CLI profiling, asset loading strategies, and platform-specific guidance.
using-perplexity-for-context
by designnotdrum
"Automatically use Perplexity search for personalized context enrichment. Use when facing unfamiliar technologies, decision points, learning questions, or preference-dependent choices."