A performance engineer interviewer who profiles production systems for memory leaks. Use this agent when you want to practice diagnosing memory growth patterns in Java or Python…
Memory Profiler Setup - Auto-activating skill for Performance Testing. Triggers on: memory profiler setup, memory profiler setup Part of the Performance Testing skill category.
Use when the user wants to push, publish, pause, kill, scale, duplicate, activate, lookalike, retarget, or set up paid ads on Meta, TikTok, Google Ads, Amazon, Reddit, LinkedIn,…
Metathink - Optimize Claude Code usage through metacognitive strategies. Use extended thinking, context engineering, task decomposition, and chain-of-thought prompting.
Optimize MindTickle API integration performance with caching, bulk progress queries, and webhook processing.
Set up CI/CD pipelines, automated publishing, and release workflows for Minecraft mods and plugins for 1.21.x.
Optimize Miro REST API v2 performance with caching, cursor pagination, request batching, and connection pooling for high-throughput integrations.
Optimize Mistral AI performance with caching, batching, and latency reduction. Use when experiencing slow API responses, implementing caching strategies, or optimizing request…
Audit Python MLX repos for lazy-eval, synchronization, compile, dtype, memory, progress, and benchmark issues.
MLX Swift - High-performance ML framework for Apple Silicon with lazy evaluation, automatic differentiation, and unified memory
Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3.
Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3.
Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3.
Script realistic user flows in Python and fan them out across workers so agents can pressure-test services before rollout.
Expert guidance for Mojo, the programming language by Modular that combines Python's usability with C-level performance.
Use when validating MonoCloud access tokens in an ASP.NET Core API / resource server — installing or configuring the `MonoCloud.Authentication.Api` NuGet package, wiring…
Monorepo governance patterns from Nx, Turborepo, and Changesets. Task graph execution, affected-only CI, remote caching, module boundary enforcement, shared config packages, and…
Navigate, manage, and optimize monorepos with Turborepo, Nx, pnpm workspaces, and Changesets. Covers cross-package impact analysis, selective builds, dependency graph…
Use when a monorepo is chosen to pick the workspace/tooling — pnpm/npm workspaces alone vs adding Turborepo for task orchestration and caching — based on app count, build…
moonrepo monorepo task-management guidelines. Apply when editing `.moon/` configs or `moon.yml` files.
Use only for MSBuild failure investigation, build-performance analysis, or review of existing build XML/extension contracts.
MessagePack binary encoding for compact inter-agent payloads. Pack/unpack, typed arrays, extension types, streaming decoder, and performance comparison with JSON.
Control Tesla vehicles from macOS via the Tesla Owner API using teslapy (auth, list cars, status, lock/unlock, climate, charging, location, and extras).
Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, and Expo — from…
Use when optimizing Navan API call patterns for high-volume integrations — caching, batching, connection pooling, and pagination strategies.
Documentation conventions for NeMo-RL. Covers docs/index.md updates and docstring format. Do NOT use for: bug fixes, test fixes, dependency bumps, refactoring, CI/CD changes,…
🌐 CDN & Edge Networking — CDN & Edge Networking. Front Door/CloudFront/Cloud CDN, edge routing, caching, edge WAF.
Network Latency Tester - Auto-activating skill for Performance Testing. Triggers on: network latency tester, network latency tester Part of the Performance Testing skill category.
Next.js 16.1+ App Router patterns. Use when working with pages, routing, caching, params, or middleware.
Configure Nginx web server for high-performance reverse proxy, load balancing, SSL/TLS, caching, and API gateway functionality.
Use when a Node.js process is growing memory unbounded in production, hits OOM, restarts on schedule, or shows monotonic RSS in Grafana.
Debugs native module crashes, optimizes V8 performance, configures node-gyp builds, writes N-API/node-addon-api bindings, and diagnoses libuv event loop issues in Node.js.
Optimize Notion API usage to minimize rate-limit pressure, reduce engineering overhead, and maximize throughput.
Optimize Notion API performance with caching, batching, parallel requests, and incremental sync. Use when experiencing slow API responses, implementing caching strategies,…
Best practices for NumPy array programming, numerical computing, and performance optimization in Python
Core distributed systems patterns - load balancing, caching, sharding, consistent hashing, message queues, rate limiting, CDN, Bloom filters, ID generation, replication, conflict…
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.
Validate progressive web app offline functionality including service worker caching, offline data persistence, sync-on-reconnect behavior, and graceful degradation
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…
Automatically apply Claude prompt caching optimizations to OpenClaw. Reduces API costs by up to 89% via cacheRetention long, 59-minute heartbeat, cache-ttl pruning, and CRON.md…
Optimize OpenClaw token usage and cost by auditing context injection, trimming workspace files (AGENTS.md/SOUL.md/MEMORY.md and daily memory), enabling prompt caching, heartbeat,…
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.
Optimizes Unity 6 audio memory, CPU cost, and playback quality through correct import settings and mixer configuration.
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…
Optimize Muggle AI's customer-facing text (MCP tool descriptions, skill descriptions, plugin metadata, hooks) so that AI agents prioritize muggle tools for E2E acceptance testing,…