缓存
缓存策略与实现
workos-authkit-vanilla-js
workos
Integrate WorkOS AuthKit with vanilla JavaScript applications. No framework required, browser-only. Use when project is plain HTML/JS, doesn't use React/Vue/etc, or mentions vanilla JavaScript authentication.
workos-authkit-vanilla-js
workos
Integrate WorkOS AuthKit with vanilla JavaScript applications. No framework required, browser-only. Use when project is plain HTML/JS, doesn't use React/Vue/etc, or mentions vanilla JavaScript authentication.
quantum-fourier-transform
unitarylab
Skill for implementing and using the Quantum Fourier Transform (QFT) via the PennyLane QFT operation. Covers circuit construction, gate decomposition, matrix access, adjoint (inverse QFT), and integration into larger circuits such as QPE and Shor's algorithm.
strategy-memo
lanej
Create Amazon 6-pager-style data-backed strategy memos as Quarto documents (QMD → PDF). Use when asked to write a strategy pre-read, leadership memo, director briefing, executive narrative report, or any data-driven document following Amazon 6-pager conventions. Provides: an interview-then-scaffold workflow, a complete template QMD with caching/visualization/LaTeX patterns already wired, and supporting build tooling (Justfile, figure preview, cache validation). Auto-load when user says "strategy memo", "pre-read", "6-pager", "director briefing", "leadership document", "data-backed narrative", or "strategy document".
wp-performance-review
elvismdev
WordPress performance code review and optimization analysis. Use when reviewing WordPress PHP code for performance issues, auditing themes/plugins for scalability, optimizing WP_Query, analyzing caching strategies, checking code before launch, or detecting anti-patterns, or when user mentions "performance review", "optimization audit", "slow WordPress", "slow queries", "high-traffic", "scale WordPress", "code review", "timeout", "500 error", "out of memory", or "site won't load". Detects anti-patterns in database queries, hooks, object caching, AJAX, and template loading.
context-optimization
shipshitdev
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems.
sc-load
htlin222
Load and analyze project context, configurations, and dependencies. Use when starting work on a project, understanding configurations, or analyzing dependencies.
vercel-react-best-practices
ZhanlinCui
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
time-tracking
steveclarke
Manage time tracking with Toggl or Clockify. Use when user asks about time tracking, timers, timesheets, logging hours, starting/stopping work, checking what's running, viewing time entries, or creating manual entries. Triggers on "toggl", "clockify", "time tracking", "timer", "timesheet", "log time", "track time", "hours worked".
docker-compose-networking
TheBushidoCollective
Use when configuring networks and service communication in Docker Compose including bridge networks, overlay networks, service discovery, and inter-service communication.
act-docker-setup
TheBushidoCollective
Use when configuring Docker environments for act, selecting runner images, managing container resources, or troubleshooting Docker-related issues with local GitHub Actions testing.
apollo-caching-strategies
TheBushidoCollective
Use when implementing Apollo caching strategies including cache policies, optimistic UI, cache updates, and normalization.
risk-checklist
EthanAlgoX
Generate a trade risk checklist and position-sizing guidance.
graphql-performance
TheBushidoCollective
Use when optimizing GraphQL API performance with query complexity analysis, batching, caching strategies, depth limiting, monitoring, and database optimization.
gitlab-ci-artifacts-caching
TheBushidoCollective
Use when configuring artifacts for inter-job data passing or caching for faster builds. Covers cache strategies and artifact management.
valkey
Joannis
'Expert guidance on using Valkey and Redis with Swift. Use when developers mention: (1) Valkey or Redis in Swift, (2) valkey-swift library, (3) RESP protocol or RESP3, (4) Redis cluster routing or hash slots, (5) pub/sub or subscriptions, (6) Redis transactions or MULTI/EXEC, (7) caching with Redis.'
accelint-tanstack-query-best-practices
gohypergiant
Use when configuring QueryClient, implementing mutations, debugging performance, or adding optimistic updates with @tanstack/react-query in Next.js App Router. Covers factory patterns, query keys, cache invalidation, observer debugging, HydrationBoundary, multi-layer caching. Keywords TanStack Query, useSuspenseQuery, useQuery, useMutation, invalidateQueries, staleTime, gcTime, refetch, hydration.
performance-optimizer
nguyenthienthanh
"Identify and resolve performance bottlenecks through profiling, measurement, and targeted optimization."
revalidation-strategy-planner
hopeoverture
Evaluates Next.js routes and outputs optimal revalidate settings, cache tags for ISR, SSR configurations, or streaming patterns. This skill should be used when optimizing Next.js caching strategies, configuring Incremental Static Regeneration, planning cache invalidation, or choosing between SSR/ISR/SSG. Use for Next.js caching, revalidation, ISR, cache tags, on-demand revalidation, or rendering strategies.
data-cache
dgriffin831
Cache and restore agent data efficiently
swift-development
ProjAnvil
提供 Swift 6+ 核心语言开发能力，涵盖并发编程、宏、数据模型设计和业务逻辑实现。
seuratsubclustering
pwwang
Performs fine-grained re-clustering on specific subsets of cells (e.g., individual clusters, cell types, or custom subsets). Unlike Seurat::FindSubCluster which only finds subclusters within a single cluster, this process performs the complete clustering workflow (PCA, UMAP, FindNeighbors, FindClusters) on any subset of cells defined by metadata filters or cell barcode lists.
seuratclusteringofallcells
pwwang
Performs coarse clustering on ALL cells (including T cells, B cells, and non-T/B cells) before cell type selection. This process identifies broad cell populations to enable subsequent T/B cell selection via TOrBCellSelection. Unlike SeuratClustering which works on already-selected T/B cells, this provides initial clustering on heterogeneous cell populations.
seuratclusterstats
pwwang
Generates comprehensive cluster statistics and visualizations for Seurat objects, including dimension reduction plots, gene expression visualizations, cluster quality metrics, and clustree diagrams. This process is essential for exploring and validating clustering results.