Numerical computing verification and optimization agent for Python/Dart. Provides expert analysis of ndarray/tensor operations, floating-point correctness, broadcasting…
AI-guided CAR-T cell design for solid tumors using antigen prioritization, safety-by-design architectures, and exhaustion-resistant engineering.
Fetch, filter, and create ClickUp tickets directly from Claude Code or Codex. Read tickets by ID, filter by status/assignee/tags/dates, view your assigned tickets, create tickets…
Self-Improving Agent that monitors all other agent skills, analyzes their logs, detects issues, and proposes improvements.
API/SDK documentation fetcher via Context Hub MCP + web fallback. Triggers on "API docs", "SDK docs", "docs for X", "how to use X", "documentation", "API reference", "API 문서",…
Arquitecto de Software Senior autónomo. Se activa automáticamente para: decisiones técnicas, validación de código, corrección de errores, elección de frameworks, arquitectura,…
Work with Gemini File API for document caching and efficient multi-query workflows. Use when discussing file uploads, caching strategies, token optimization, or comparing File API…
Comprehensive performance analysis and optimization for algorithms (O(n²)→O(n)), databases (N+1 queries, indexes), React (memoization, virtual lists), bundles (code splitting),…
Harness CI (Continuous Integration) for container-native builds, test intelligence, caching, parallelization, and build infrastructure management.
Performance optimization patterns covering Core Web Vitals, React render optimization, lazy loading, image optimization, backend profiling, LLM inference, and sustainability UX.
Analyze code review pipeline performance for a specific PR. Use when investigating slow PRs, identifying bottlenecks, or debugging performance issues in code reviews.
Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). Use when implementing 'use cache' directive, configuring cache lifetimes with cacheLife(), tagging…
Data access patterns with Spring Data JPA, Hibernate 7.1, Flyway migrations, HikariCP tuning, N+1 prevention, caching, and query optimization.
Use when adding server state management to a module - creates React Query hook with caching and error handling.
Optimize CLAUDE.md — remove noise (directory trees, type defs, tool tables), keep only commands, constraints, and architecture rules that agents can't discover from code
This skill should be used when the user asks to "optimize for Instagram", "YouTube Shorts format", "make it 9:16", "square video", "TikTok format", "Reels format", "prepare for…
Derive technical performance criteria from the engineering blueprint. Writes goals/engineering.json with response times, reliability, coverage thresholds.
**MEASUREMENT SKILL** — Benchmark framework for measuring skill effectiveness. A/B tests agent outputs with and without a target skill, scoring correctness, completeness, and…
Structured optimization workflow — baseline, analyze, optimize, measure, compare. Auto-invoke this skill when the conversation involves performance optimization, speed…
Create and enhance prompts, system instructions, and principle files. Capabilities: transform verbose prompts, add patterns/heuristics, optimize token usage, structure CLAUDE.md…
Validate your agent-evals skill by testing it on a completely different agent. A skill proves its worth when it transfers beyond the context where you learned it.
Optimize Abridge clinical AI integration performance for high-volume deployments. Use when reducing note generation latency, optimizing audio streaming throughput, improving FHIR…
Generate platform-optimized video ads from a product brief. Supports brand kits, 6 ad types, 6 platform formats (TikTok, Instagram, YouTube, Facebook, LinkedIn), batch…
Deploys infrastructure on Hetzner Cloud with ARM64 or x86 servers. Cost-effective European cloud with excellent price/performance ratio.
Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers,…
Identify and avoid Adobe-specific anti-patterns: using deprecated JWT auth, not caching IMS tokens, ignoring Firefly content policy, missing async job polling, and leaking p8_…
Optimize Adobe API performance with token caching, async job batching, connection pooling, and response caching for Firefly, PDF Services, and Photoshop API workflows.
Multi-layer caching strategies across CDN, browser, server, and database. PROACTIVELY activate for: (1) HTTP caching headers, (2) CDN configuration, (3) Server-side caching with…
Engineer SSR caching strategies that preserve correctness under concurrent updates and streaming.
Implement AI-powered statusline with session tracking, plan detection, workspace emojis, and intelligent caching for Claude Code
Complete performance engineering system — profiling, optimization, load testing, capacity planning, and performance culture.
Expert build engineer specializing in build system optimization, compilation strategies, and developer productivity.
Optimisation des coûts des agents IA — tokens, API calls, modèles, caching. Se déclenche avec "coût agent", "agent cher", "réduire les coûts IA", "token optimization", "optimiser…
Debug and troubleshoot ElevenLabs conversational AI agents and Twilio calls. Use when diagnosing agent issues, analyzing failed calls, troubleshooting audio problems,…
Expert performance engineer specializing in system optimization, bottleneck identification, and scalability engineering.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Optimize AgentDB vector search performance using quantization for 4-32x memory reduction, HNSW indexing for 150x faster search, caching, and batch operations for scaling to…
Use when Agentforce run costs are climbing, you need to forecast scale, or you want to reduce tokens per conversation without hurting quality.
Design and operate multi-agent orchestration patterns (ReAct loops, evaluator-optimizer, orchestrator-workers, tool routing) for LLM systems.
Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization.
Use when lci is installed and user needs dev server, reverse proxy, browser debugging, screenshots, or accessibility/performance/security audits of running page - points at…
AI SDK v5 tool creation patterns for this project. Factory functions, Zod schemas, budget tracking, rate limiting, caching, timeout handling.
Optimize Alchemy API costs through CU budgeting, caching, and plan selection. Use when analyzing Alchemy billing, reducing Compute Unit consumption, or choosing the right plan for…
Optimize Alchemy SDK performance with caching, batching, and multi-chain parallelism. Use when reducing latency for blockchain queries, optimizing CU consumption, or scaling dApps…
Optimize Algolia costs: understand search request vs record pricing, reduce operations with batching and caching, monitor usage via Analytics API.
Optimize Algolia search performance: record size, searchable attributes, replica strategy, response caching, and query-time parameter tuning.
Scans .NET code for ~50 performance anti-patterns across async, memory, strings, collections, LINQ, regex, serialization, and I/O with tiered severity classification.
Values infrastructure assets with DCF, regulated asset base, and comparable transaction methodologies adjusted for regulatory and contractual frameworks.
Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage.
Use when analyzing requirements or project specifications - guides shannon analyze command, explains 8D complexity output, caching behavior, context-aware mode with --project flag
Generates Angular 17+ standalone components, configures advanced routing with lazy loading and guards, implements NgRx state management, applies RxJS patterns, and optimi — from…
Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.
Optimize Anima API costs through caching, incremental generation, and tier selection. Use when managing Anima API usage, reducing unnecessary code generations, or right-sizing…
Optimize Anima code generation performance with caching, parallelism, and output tuning. Use when reducing generation latency, optimizing batch component generation, or improving…
Advanced JavaScript animation library skill for creating complex, high-performance web animations.
Optimize Claude API performance with prompt caching, model selection, streaming, and latency reduction techniques.
Use when an Anthropic Claude capability from an approved ai-architecture.md must make cache_control, cache TTL, extended-thinking budget, or long-context packing deliberate…