Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
Handle Obsidian file system operations and throttling patterns. Use when processing many files, handling bulk operations, or preventing performance issues from excessive…
Operate as a ruthless OCI database platform DBA for DB systems, Autonomous Database, Exadata, backups, patching, performance triage, capacity, and IAM-scoped database operations.
Expert guide for diagnosing and fixing Odoo performance issues: slow queries, worker configuration, memory limits, PostgreSQL tuning, and profiling tools.
Use when writing or reviewing any Python in an Odoo module — models, computes, overrides, controllers, wizards.
Configure caching on DataRaptors and Integration Procedures to cut response times, with cache-bust and freshness guarantees. NOT for platform-level org cache.
Use when diagnosing or improving runtime performance in OmniStudio assets: slow OmniScripts, Integration Procedures with high latency, DataRaptor caching, excessive API call…
Optimize user onboarding to reduce time-to-value and increase activation rates. Design clear paths to the "aha moment" through checklists, product tours, educational content, and…
Server-side data loading in One framework. Use when fetching data for pages, implementing caching, redirects, response headers, ISR, refetching, or file-driven content with…
Optimize costs and API usage for OneNote Graph API integrations with caching and batching strategies.
Use when analyzing online algorithms, competitive analysis, adversarial input, list update with move-to-front, online caching, paging, randomized marking, or…
Implement caching for OpenRouter API responses to reduce cost and latency. Use when optimizing repeat queries, building RAG systems, or reducing API spend.
Run Bifrost as an OpenAI-compatible gateway so agents can route model calls across providers with failover, load balancing, caching, and governance.
Diagnose and fix a slow Postgres query in the builders-stack — read its EXPLAIN plan, find the missing index or the ORM N+1, and confirm the fix.
Audits and rewrites AI agent instruction files (CLAUDE.md, GEMINI.md, .github/copilot-instructions.md) in any repo.
Використовуйте цей навик для аналізу та оптимізації кешування у Laravel/PHP-проєкті (Redis, File, Array cache).
Cloud-Kostenoptimierungsstrategien fuer Kubernetes-Workloads implementieren mit Tools wie Kubecost fuer Sichtbarkeit, Right-Sizing-Empfehlungen, horizontalem und vertikalem…
This goes through a workflow to guide AI assistants through optimizing Snowflake Cortex Agents for production readiness through systematic evaluation, improvement, and…
Cuts LLM token cost and tail latency via context trimming, provider prompt caching on stable prefixes, model tiering/routing, semantic answer caching, batch APIs, and streaming,…
Optimizes Rails application performance. Use when investigating slow endpoints, eliminating N+1 queries, implementing caching strategies, profiling with Bullet or rack-mi — from…
Apply the Green IT "Hardware Efficiency" principle — idle resources waste 30–50% of peak power for no work, so maximize utilization and avoid idle draw.
Profile and optimize Shiny application performance using profvis, bindCache, memoise, async/promises, debounce/throttle, and ExtendedTask for long-running computations.
TLH tax-loss harvesting optimization (OKX Edition). Triggers: 'TLH', 'tax-loss', '亏损抵扣', '省税', '优化', 'harvest', 'wash sale', 'Jumpstart'.
Improve code performance without changing behavior. Use when code fails latency/throughput requirements. Covers profiling, caching, and algorithmic optimization.
Optimizing Streamlit app performance. Use when apps are slow, rerunning too often, or loading heavy content. Covers caching, fragments, and static vs dynamic widget choices.
Framework-driven audit and optimizer for any markdown vault. Applies 9 frameworks (F1 Anthropic CLAUDE.md, F2 Karpathy Wiki, F3 Caveman, F4 Chroma Context Rot, F5 Anthropic…
Write JavaScript code in the style of Addy Osmani, author of "Learning JavaScript Design Patterns" and Chrome DevTools engineer.
Run one benchmark script that compares pairv2, pair via Claude Teams, and pair via direct Python
Optimize Palantir Foundry API performance with caching, batching, and pagination. Use when experiencing slow API responses, optimizing transform builds, or improving request…
Coordinates parallel investigation threads to simultaneously explore multiple hypotheses or root causes across different system areas.
使用perf-prof进行Linux系统问题分析。perf-prof是基于perf_event的系统级分析工具，事件在内存中实时处理，可长期运行。触发场景：(1) CPU使用率高、热点分析 (2) 进程状态异常(D/S状态多) (3) 延迟抖动、响应慢 (4) 内存泄露或增长异常 (5) 块设备IO慢 (6) 虚拟机性能问题 (7) 事件聚合统计 (8)…
Profile and optimize application performance. Use when diagnosing slow code, measuring CPU/memory usage, generating flame graphs, benchmarking functions, load testing APIs,…
Review code for performance issues and run benchmarks. Use when user asks to analyze performance, compare AILANG vs Python vs Go, run benchmarks, or review code for optimization…
Review Blumark24 OS performance, scalability, and load discipline for serving 1000 clients. Use for rendering cost, unnecessary fetching, caching boundaries, bundle size, and…
Audit UI performance with Lighthouse and fix Core Web Vitals — LCP, CLS, INP. Fast UI is good UX. Use when optimising page load, fixing layout shift, reducing input delay,…
Performance audit methodology for codebases. Use when profiling applications, identifying bottlenecks, or optimizing hot paths.
Performance Baseline Creator - Auto-activating skill for Performance Testing. Triggers on: performance baseline creator, performance baseline creator Part of the Performance…
Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance across all applications and infrastructure — from…
Use when the project uses performance-critical features requiring optimization, load testing, profiling, or Core Web Vitals improvement
Performance optimization specialist for profiling, caching, and latency optimizationUse when "performance, latency, slow query, profiling, caching, optimization, N+1, connection…
Performance modeling and capacity planning. Use when analyzing performance requirements, capacity planning, load testing strategies, bottleneck analysis, or performance…
Optimize application performance for speed, efficiency, and scalability. Use when improving page load times, reducing bundle size, optimizing database queries, or fixing…
Use this agent when you need to analyze code for performance issues, optimize algorithms, identify bottlenecks, or ensure scalability.
Performance profiling and bottleneck detection for Node.js, Python, and browser apps
Redis caching, Postgres replication, query indexing, and connection management rules for performance and scalability.
Performance optimization mindset - knowing when to optimize, how to measure, where bottlenecks hide, and when "fast enough" is the right answerUse when "slow, performance,…
Implement Perplexity query sanitization, citation validation, result caching, and conversation context management for search workflows.
Optimize Perplexity Sonar API performance with caching, streaming, model routing, and batching. Use when experiencing slow API responses, implementing caching strategies, or…
Optimize Persona verification costs with template selection and caching. Use when working with Persona identity verification.
Optimize Persona API performance with batching and caching. Use when working with Persona identity verification.
Use when designing or reviewing Salesforce Platform Cache usage in Apex, including org cache versus session cache, cache-aside patterns, invalidation, and safe key design.
Write individual platform-native posts for X, LinkedIn, Instagram, and TikTok — with proper hooks, value-dense bodies, and CTAs optimized to each platform's format, audience, and…
Optimize PostHog performance: local flag evaluation, client batching config, event sampling, efficient HogQL queries, and serverless flush patterns.
Performance engineering principles — latency vs throughput, profile-before-optimize discipline, Big-O instincts for common patterns, allocation and GC pressure, data locality and…
Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base — when the user needs to do a spend audit, spend categorization…
Detect the user's GPU and ffmpeg hardware encoders (NVENC, VAAPI, QSV, AMF) and persist the result to system-profile.json.
Build offline-first web apps with Service Workers, Workbox, background sync, and progressive enhancement strategies.
Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, web app manifests,…
Add new backlog items (features, changes, bugs, refactors, pages, components, scenes, scripts, a11y, performance) with optional thinking rounds.