Caching
Caching strategies and implementation
developing-google-cloud
by sumik5
Google Cloud development guide covering Cloud Run (architecture, scaling, CI/CD), GCP security (IAM, VPC, KMS, DLP, SCC, Zero Trust, Chronicle), data engineering (BigQuery, Dataflow, data pipelines, governance), network engineering (VPC, load balancing, CDN, Traffic Director), and Memorystore (Redis/Memcached, cache patterns, resilience). MUST load when Dockerfile is detected with google-cloud packages, when cloudbuild.yaml is present, or when working with BigQuery, Dataflow, Dataproc, Cloud Interconnect, or Memorystore. For Docker-specific patterns, use managing-docker instead. For general monitoring design, use designing-monitoring instead. For code-level security (OWASP, CodeGuard), use securing-code instead. For data architecture patterns (CQRS, event sourcing), use architecting-data instead. For AWS development, use developing-aws instead. For serverless security (GCS hacking, Cloud Run abuse), use securing-serverless instead. For application logging, use implementing-logging.
nextjs-reviewer
by jaredpalmer
Review Next.js App Router code for optimal Partial Prerendering (PPR), caching strategy, Suspense boundaries, and React Query integration. Ensure adherence to Next.js 16+ Cache Components best practices.
imagekit-upload
by kevinslin
Upload images to ImageKit from file paths or clipboard, returning the CDN URL for easy sharing and embedding
flash-attention
by tylertitsworth
"Flash Attention, FlashInfer, SDPA backends, PagedAttention, and attention kernel selection/configuration. Use when choosing or configuring attention backends for training or inference (FlashAttention-2/3, FlashInfer, SDPA, xFormers, PagedAttention, Ring Attention, FlexAttention/FlexDecoding, varlen_attn)."
wayback-range
by Mearman
Show the archive time span for a URL from the Wayback Machine. Use when the user wants to see both the oldest and newest captures, the archive range, or how long a URL has been archived.
npms-compare
by Mearman
Compare multiple npm packages side-by-side using NPMS.io quality scores. Use when the user asks to compare packages, evaluate alternatives, or choose between multiple options.
npm-info
by Mearman
Get detailed metadata for an npm package including versions, dependencies, maintainers, and repository information. Use when the user asks for package details, version history, or package metadata.
npms-analyze
by Mearman
Analyze npm package quality using NPMS.io scores for quality, popularity, and maintenance. Use when the user asks for package quality analysis, NPMS scores, or package evaluation metrics.
docker-buildx
by tylertitsworth
"Docker Buildx — multi-platform builds, BuildKit mounts, Bake, build policies (Rego/OPA), cache backends, CI integration. Use when building container images. NOT for GPU runtime or Compose."
wayback-list
by Mearman
List Wayback Machine snapshots for a URL. Use when the user wants to see archive history, view all snapshots, find older versions, or browse archived copies of a webpage.
wayback-frequency
by Mearman
Analyze Wayback Machine capture frequency and rate for a URL. Use when the user wants to see how often a URL is archived, capture statistics, or archive density over time.
nginx
by 1Mangesh1
Nginx web server configuration for reverse proxy, SSL/TLS, load balancing, and static hosting. Use when user asks to "configure nginx", "set up reverse proxy", "add SSL", "nginx location block", "load balancer config", "serve static files", or any web server configuration tasks.
android-ci-tests
by hitoshura25
Setup GitHub Actions workflow for running Android tests in CI
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.
wayback-screenshot
by Mearman
Retrieve screenshots from the Wayback Machine. Use when the user wants to see how a webpage looked, get a visual snapshot, find archived screenshots, or view historical page appearance.
markdown-html-ppt
by skygreen2001
将 Markdown 文档或文本转换为演示文稿。首先通过 reveal.js 转换为交互式 HTML PPT，然后可选择性地转换为 PowerPoint 文件。支持丰富的 Markdown 语法（加粗、斜体、代码、引用、代码块），5个精美主题，智能分页算法。输出格式可选：HTML（reveal.js）或 PowerPoint（.pptx）。版本：v2.4.0
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.
rust-performance
by peixotorms
Use when optimizing Rust code performance. Covers profiling with flamegraph and perf, benchmarking with criterion, allocation analysis with dhat, Arc, Rc, Cow, SmallVec, arena allocation, zero-copy, SIMD, cache locality, #[inline], LTO, codegen-units, buffer reuse, collection choice, iterator optimization, string optimization, Rayon parallelism, struct memory layout, and release build settings.
wayback-oldest
by Mearman
Find the earliest archived version of a URL from the Wayback Machine. Use when the user wants to see the first capture, oldest archive, or original version of a webpage.
spice-caching
by spiceai
Configure Spice.ai in-memory caching for SQL query results, search results, and embeddings. Use when setting up caching, tuning cache TTL/size/eviction, configuring stale-while-revalidate, custom cache keys, or cache-control headers.
wayback-newest
by Mearman
Find the most recent archived version of a URL from the Wayback Machine. Use when the user wants to see the latest capture, newest archive, or current version of a webpage.
data-cache
by dgriffin831
Cache and restore agent data efficiently
npm-exists
by Mearman
Check if an npm package name exists in the registry. Use when the user asks if a package name is available, wants to check package existence, or verify if a package is published.
wayback-check
by Mearman
Check if a URL is archived in the Wayback Machine. Use when the user asks to check archive status, verify if a page is saved, or find archived versions of a URL.