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.
Use when setting up monorepo tooling, optimizing builds, or migrating between tools with Turborepo, Nx, Bazel, Lerna for efficient task running, caching, and code generation.
Performance optimization patterns covering Core Web Vitals, React render optimization, lazy loading, image optimization, backend profiling, LLM inference, and sustainability UX.
Implement caching with the Symfony Cache component; configure pools, use tags for invalidation, prevent stampede
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…
CI-optimized code review: multi-agent parallel review with confidence scoring and atomic GitHub PR review posting.
Use when: reviewing, designing, implementing, or debugging C++ performance hot spots involving unnecessary copies, pass-by-value of expensive types, range-for copies, misused…
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.
Run anytime performance bottleneck analysis on a story — N+1 queries, memory/bundle impact, caching, and algorithmic complexity.
Reclaim DRAM by disabling unused subsystems across MB1 BCT, MB2 BCT, kernel reserved-memory, and SWIOTLB.
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
Use when the user asks to "build the norm card for this platform", "what are the char limits and visible-fold cutoffs here", "is the LinkedIn link-in-first-comment thing…
TPM/RPM capacity planning by org size. Concurrent usage modeling, rate limit recommendations, and scaling guidance for Claude Code teams.
GitHub intelligence for ShipGuard — scans repos for code audit, debugging, and self-improving agent techniques, then files actionable improvement proposals.
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…
Systematically find root causes and fix bugs. Use when debugging errors, investigating test failures, reproducing bugs from issue trackers (GitHub, Linear, Jira), or when — from…
Structured optimization workflow — baseline, analyze, optimize, measure, compare. Auto-invoke this skill when the conversation involves performance optimization, speed…
Executes Python scripts, tests, or benchmarks on a provisioned remote cluster (GPU or TPU) using SkyPilot.
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 infrastructure specialist focused on system reliability, performance optimization, and technical operations management.
Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance across all applications and infrastructure — from…
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 the user wants to build, initialize, validate, optimize, or refactor a model-powered assistant, internal tool, automation, evaluator, or workflow from a business — from…
Use when the user wants to build, initialize, validate, optimize, or refactor a model-powered assistant, internal tool, automation, evaluator, or workflow fr...
Use when onboarding, scaling, decommissioning, or auditing autonomous agents (or any "software employee") in a fleet.
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…