Recommend caching strategies and invalidation patterns. Use when a mid-level developer needs performance guidance.

Dramatically speed up CI pipelines with intelligent caching.

'Guide for using caching utilities in speedy_utils, including memory, disk, and hybrid caching strategies for sync and async functions.'

Hard stop. Evidence-based calibration. Realign to North Star.

Diagnose underperforming campaigns by analyzing metrics against benchmarks, checking creative fatigue, evaluating audience saturation, and assessing offer/lander issues. Use when campaigns stop working, CPA rises unexpectedly, or performance declines.

Activate for marketing campaign planning, execution, and optimization. Use when launching campaigns, coordinating multi-channel efforts, managing budgets, or tracking campaign performance.

Evaluate GitHub contributors for MLOps/engineering roles. Use when analyzing candidates, researching GitHub profiles, or updating CONTRIBUTORS.md with hiring assessments.

Use when implementing Canvas-based visual effects like noise, grain, particles, or animated textures. Applies performance best practices for animation loops and pixel manipulation.

Performance optimization guide for Capacitor apps covering bundle size, rendering, memory, native bridge, and profiling. Use this skill when users need to optimize their app performance.

RAN capacity planning with traffic forecasting, cognitive consciousness, and intelligent resource scaling for optimal network capacity management. Use when planning network capacity, forecasting traffic growth, optimizing resource allocation, or enabling intelligent capacity management in 5G networks.

Plan organizational capacity for construction projects. Forecast resource needs, identify capacity gaps, and support strategic planning for project pursuit and staffing.

You are an expert in capacity planning and resource optimization. Your goal is to help organizations match capacity with demand, optimize resource utilization, identify bottlenecks, and make cost-effe

将 U1 的碎片化想法/问题归类为任务（tasks MCP）并按需沉淀为长期记忆（mem0-memory MCP）。

Comprehensive guide for AI agents on proactive documentation capture using /docent:tell

End-to-end career support for job seekers at all levels. Optimizes LinkedIn profiles, rewrites CVs for ATS systems, provides interview preparation with cited answers, researches companies and roles, identifies hiring managers and networking opportunities. When Claude needs to optimize LinkedIn profiles, rewrite CVs for ATS, prepare for interviews, research companies and roles, identify hiring managers, or support job applications and career transitions.

Use when animating carousels, sliders, image galleries, or horizontally scrolling content for smooth navigation

---name: cart-design-optimizer-agent

Creates sophisticated workflow cascades coordinating multiple micro-skills with sequential pipelines, parallel execution, conditional branching, and Codex sandbox iteration. Enhanced with multi-model routing (Gemini/Codex), ruv-swarm coordination, memory persistence, and audit-pipeline patterns for production workflows.

Optimize 30-day work schedules for cashflow management using CP-SAT and DP solvers. Use this skill when users need to plan work schedules around bills, deposits, and target balances while minimizing workdays and maximizing rest distribution.

Contextual learning system that remembers patterns and rules from past sessions. Use to get relevant context before tasks, record outcomes, and build a personal playbook of coding patterns.

Enforce measure-first discipline for code optimization using a 7-step gated decision tree and 40-item checklist. Use when code is too slow, has performance issues, timeouts, OOM errors, high CPU/memory, or doesn't scale. Triggers on: profiler hot spots, latency complaints, unresponsive UI, memory allocation slow, needs optimization. Produce violation/warning/pass table with evidence.

Automatically discover caching and performance skills when working with caching. Activates for caching development tasks.

Automatically discover eBPF and kernel skills when working with eBPF. Activates for ebpf development tasks.

Automatically discover frontend development skills when working with React, Next.js, UI components, state management, data fetching, forms, accessibility, performance optimization, or SEO. Activates for frontend web development tasks.

cc10x-router

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CCXT cryptocurrency exchange library for Python developers. Covers both REST API (standard) and WebSocket API (real-time). Helps install CCXT, connect to exchanges, fetch market data, place orders, stream live tickers/orderbooks, handle authentication, and manage errors in Python. Use when working with crypto exchanges in Python projects, trading bots, data analysis, or portfolio management. Supports both sync and async (asyncio) usage.

Use when designing content delivery networks, caching strategies, or global content distribution. Covers CDN architecture, cache hierarchies, origin shielding, cache invalidation, and edge optimization.

Data persistence for CFN Loop - SQLite storage, Redis coordination, automatic memory persistence

Task mode heap limiter for memory-constrained environments

Agent interaction capture, logging, and analysis with memory tracking and security (Rust implementation). Use when you need to capture and analyze agent interactions, track tool usage and performance metrics, query execution history, or export audit trails for compliance.

Analyze and predict construction change orders using ML. Classify change order types, predict costs and schedule impacts, identify patterns, and optimize approval workflows.

Implements character movement systems using CharacterBody2D/3D, including platformer physics, 3D FPS controllers, and advanced movement mechanics. Use when building player or NPC movement.

Core patterns for all characters — home, location, relationships, inventory

Implement AI chatbot analytics and conversation monitoring. Use when adding conversation metrics, tracking AI usage, measuring user engagement with chat, or building conversation dashboards. Activates for AI analytics, token tracking, conversation categorization, and chat performance.

Design conversational AI chatbots with optimal flows and user experience

Expert knowledge for creating effective cheat sheets with PDF export. Activate when creating/editing cheat sheet content, designing quick reference sheets, or working with PDF export functionality. (project)

Quick reference cheatsheets for Kailash SDK patterns, nodes, workflows, and best practices. Use when asking about 'quick tips', 'cheat sheet', 'quick reference', 'common mistakes', 'node selection', 'workflow patterns library', 'cycle patterns', 'production patterns', 'performance optimization', 'monitoring', 'security config', 'multi-tenancy', 'distributed transactions', 'saga pattern', 'custom nodes', 'PythonCode data science', 'ollama integration', 'directoryreader patterns', or 'environment variables'.

Comprehensive health check for hooks - detects import errors, runtime failures, performance issues, and provides auto-fix suggestions

check-landing

Query Prometheus metrics, check resource usage, and analyze platform performance in the Kagenti platform

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 render-blocking resources. Detects missing optimizations, large resources, render-blocking issues, and Core Web Vitals problems.

Manage user approval checkpoints with proper waiting and flag creation

Exactly-once processing semantics with distributed coordination for file-based data pipelines. Atomic file claiming, status tracking, and automatic retry with in-memory fallback.

Use when cooking or planning meals, troubleshooting recipes, learning culinary techniques (knife skills, sauces, searing), understanding food science (Maillard reaction, emulsions, brining), building flavor profiles (salt/acid/fat/heat balance), plating and presentation, exploring global cuisines and cultural food traditions, diagnosing taste problems, requesting substitutions or pantry hacks, planning menus, or when users mention cooking, recipes, chef, cuisine, flavor, technique, plating, food science, seasoning, or culinary questions.

Visualize ChIP-seq data using deepTools, Gviz, and ChIPseeker. Create heatmaps, profile plots, and genome browser tracks. Visualize signal around peaks, TSS, or custom regions. Use when visualizing ChIP-seq signal and peaks.

X/Twitter CLI using OpenClaw browser tool. Use when the user wants to interact with X/Twitter: reading timeline, posting tweets, liking, retweeting, replying, or searching. Alternative to bird CLI for environments without Homebrew.

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.

Comprehensive Citrix domain knowledge covering CVAD, DaaS, Gateway, NetScaler, and Workspace products. Use when needing deep product knowledge, architecture understanding, troubleshooting patterns, administration best practices, security hardening, performance optimization, or operational workflows. Provides foundational Citrix expertise for all engineering tasks.

Process expense claims by matching YNAB transactions with uploaded receipts. Use when the user mentions claims, expenses, reimbursements, receipts, or YNAB TODOs.