Caching strategy patterns: Cache-Aside, Write-Through, Write-Behind, TTL design, cache invalidation, Redis patterns, CDN caching, HTTP cache headers, and cache stampede…
Appliquer des stratégies de cache. Utiliser quand on optimise avec node-cache (backend) ou React.memo (frontend).
Defines caching strategies with cache keys, TTL values, invalidation triggers, consistency patterns, and correctness checklist.
Stratégie de cache adaptée à chaque cas d'usage (Redis, Memcached, in-memory). Se déclenche avec "cache", "Redis", "caching", "mise en cache", "performance", "cache inval — from…
Recommend caching strategies and invalidation patterns. Use when a mid-level developer needs performance guidance.
Optimizes CI/CD pipeline speed by implementing effective caching for dependencies, Docker layers, build outputs, and test results.
Caching der Wuerfelzellen und gezielter Teil-Rerun bei Aenderungen — vermeidet die voll Neuberechnung von tausenden Zellen wenn nur ein Spaltenprompt eine Zeile oder ein…
Guide for using caching utilities in speedy_utils, including memory, disk, and hybrid caching strategies for sync and async functions.
Caching strategies, invalidation, eviction policies, HTTP caching, distributed caching, and anti-patterns.
Recommend posting frequency and per-platform best posting times based on audience activity patterns, industry benchmarks, and platform-specific algorithms.
Optimize Canva Connect API performance with caching, pagination, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing…
Ensure architecture/design docs state traffic assumptions, performance budgets, resource limits, and cost risks for critical paths.
Social media caption and hashtag generation with DARI and BINNA — platform-optimized captions for your card news
Write Instagram and LinkedIn captions with scroll-stopping hooks, value-dense bodies, platform-appropriate CTAs, and strategic hashtag sets — optimized for each platform's reading…
Generate platform-optimized captions and hashtag sets for a piece of content. Different lengths, different voices, platform-specific conventions for IG, TikTok, LinkedIn, X,…
Use when working with Claude Code plugin marketplaces - adding, updating, creating, or understanding how marketplace versioning and caching work.
Use when configuring CDN for media delivery, implementing cache invalidation, or designing signed URL patterns.
Manage Cloudflare via API — DNS zones and records, page rules, SSL/TLS settings, caching, firewall rules, Workers, and analytics.
Generate structured session summaries optimized for future AI agent consumption. Use when (1) ending a coding/debugging session, (2) user says "compact", "summarize session",…
Recall ChatCrystal memories for debugging tasks involving failing tests, compiler errors, runtime exceptions, dependency issues, environment breakage, or performance regressions.
Analyze performance-related HTML issues on web pages. Use when users ask to check page performance, audit resource loading, verify lazy loading, check preload hints, or analyze…
Use when targeting Chemical Engineering Journal or deciding whether an applied chemical-engineering / functional-materials manuscript fits this venue.
Chrome DevTools MCP connects an MCP-compatible agent to a live Chrome browser for debugging, automation, and performance work.
JavaScript/Node.js memory leak debugging via Chrome DevTools MCP. Heap snapshot workflow (baseline→target→final), memlab analysis, common leak patterns (detached DOM, closures,…
Use Chrome DevTools MCP for frontend performance work such as slow page loads, LCP, CLS, INP, Lighthouse regressions, scripting hotspots, or layout thrash.
CI/CD caching optimizer for dependency caching, Docker layer caching, and build speed improvements. Activate on: CI cache, build speed, dependency caching, Docker layer cache,…
GitHub Actions workflow templates, matrix builds, caching, and monorepo CI strategies
Design and maintain .NET CI workflows for F#, C#, and mixed solutions with SDK setup, restore, build, test, format checks, package checks, caching, and matrix decisions.
Expert knowledge in consuming CIA platform JSON exports, validation, caching strategies, and data pipeline integration
GitHub Actions CI guidance for validation gates, workflow permissions, matrices, caching, path filters, artifacts, and workflow verification.
Comprehensive CI/CD and automation audit skill. Catalogs all pipelines, assesses operational health, identifies gaps, and provides prioritized recommendations for optimization.
Optimize Anthropic API latency — streaming, prompt caching, model selection, Use when working with performance-tuning patterns. connection reuse, and parallel requests.
Handle Anthropic rate limits — understand tiers, implement backoff, Use when working with rate-limits patterns. optimize throughput, and monitor usage.
Optimize Clari API performance with caching, batch exports, and data pipeline efficiency. Use when exports take too long, optimizing data warehouse load times, or reducing API…
Save 50-90% on Claude API costs with Batch API, Prompt Caching & Extended Thinking. Official techniques, verified. — from engineering/performance
Save 50-90% on Claude API costs with Batch API, Prompt Caching & Extended Thinking. Official techniques, verified. — from majiayu000/claude-skill-registry
Build with Claude Messages API using structured outputs for guaranteed JSON schema validation. Covers prompt caching (90% savings), streaming SSE, tool use, and model dep — from…
Build with Claude Messages API using structured outputs for guaranteed JSON schema validation. Covers prompt caching (90% savings), streaming SSE, tool use, and model dep — from…
Building applications ON Claude - the Anthropic API and Claude Agent SDK. Use for: anthropic api, claude api, messages api, tool use, function calling, prompt caching, agent sdk,…
Anthropic Messages API (Claude API) for integrations, streaming, prompt caching, tool use, vision. Use for chatbots, assistants, or encountering rate limits, 429 errors.
Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK.
Complete reference for Claude Code plugins system (January 2026). Use when creating plugins, understanding plugin.json schema, marketplace configuration, bundling…
Use ClawHub CLI to search, install, update, and publish agent skills from clawhub.ai with advanced caching and compression.
Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.ai with advanced caching and compression.
Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.ai with advanced caching and compression.
Optimize ClickUp API v2 performance with caching, pagination, connection pooling, and request batching patterns.
CLI 能力评测+优化 loop（基于 autoloop 引擎 + cli-eval 评分器）。把一个已注册的 o2 CLI 针对 cli-eval bench 自迭代到通过率达标（100）：每轮读判官失败信号 → 改 CLI 源码/SKILL/卡片 → 重评 → 分数升则 keep、降则 git revert。Verify=cli-eval…
Configures Google Cloud Build pipelines with caching, parallel builds, and optimization. Use when setting up Cloud Build, optimizing build performance, or configuring CI/CD…
Semantic code caching for AI agents. Cache, retrieve, and reuse code from prior agent executions.
Add detailed comments explaining WHY code works, its context, edge cases, and performance implications.
A structured skill for evaluating the quality, reliability, and performance of a proposed code implementation.
Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. Activates when user requests bulk operations (10+ files), complex multi — from…
Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. Activates when user requests bulk operations (10+ files), complex multi — from…
Optimize code performance through iterative improvements (max 2 rounds). Benchmark execution time and memory usage, compare against baseline implementations, and generate detailed…
Universal prompt engineering techniques for any LLM. Use when crafting, optimizing, or reviewing prompts for AI models.
Consult Codex for architectural decisions. Use when: (1) introducing patterns not in codebase, (2) 3+ design options exist, (3) performance-critical implementation, (4) major…
Optimize Cohere API performance with caching, batching, model selection, and streaming. Use when experiencing slow API responses, implementing caching strategies, or optimizing…
Provides guidance on reducing Lambda cold start times through binary optimization, lazy initialization, and deployment strategies.
Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID.
Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID.