Web
heading-optimizer
Audit and optimize headings across AEM Edge Delivery Services pages for search intent, hierarchy, and consistency. Extracts all headings (H1-H6), evaluates uniqueness, keyword alig…
AI / ML
ce-optimize
Run metric-driven iterative optimization loops. Define a goal, add measurement scaffolding, execute parallel experiments across approaches, score results against gates or quality j…
Web
cwv-optimizer
Diagnose and fix Core Web Vitals issues on AEM Edge Delivery Services pages. Addresses EDS-specific performance patterns including the 100KB LCP budget, E-L-D loading phases, block…
DevOps
myco:cost-optimization-performance-telemetry
Comprehensive procedures for analyzing, optimizing, and monitoring LLM costs and performance. Covers cost leak identification, performance bottleneck analysis, resource allocation …
DevOps
aws-cost-optimization-governor
Reviews AWS cost optimization and FinOps posture across Cost Explorer, Budgets, Cost Optimization Hub, Compute Optimizer, Savings Plans, Reserved Instances, tagging, showback, idle…
Research
experiment-loop
Apply the scientific method to any initiative: define a metric, make one change per cycle, measure impact, keep or discard, and repeat. Use for test requests, experiments, A/B test…
Engineering
complexity-optimizer
Analyzes a codebase for algorithmic complexity and performance hotspots, then proposes or implements safe optimizations without breaking behavior. Use when scanning many files to f…
Research
math-optimization-game
Mathematical optimization, game theory, decision theory, mechanism design, convex optimization, and reinforcement learning theory including Bellman equations, Nash equilibria, Pare…
Engineering
flow-performance-optimization
Improves Flow runtime performance through strategies like choosing Before-Save over After-Save, consolidating queries, eliminating loop-DML, caching lookups, and using Scheduled Pa…
Data
database-engineering
Domain specialist for data persistence, database design, query optimization, and data modeling. Covers SQL injection prevention, indexing, normalization, migrations, scaling, backu…
AI / ML
livekit-prompt-builder
Guide for creating effective prompts and instructions for LiveKit voice agents. Covers new prompt creation, optimization for text-to-speech, tool integration, multi-agent handoffs,…
Data
algo-sc-newsvendor
Solve the newsvendor problem for single-period ordering decisions under uncertain demand. Use this skill when the user needs to determine optimal order quantity for perishable good…
Engineering
lemmaly
Enforces algorithmic thinking for loops, collections, searches, joins, recursion, graphs, and queries before code is written. Names time/space complexity, data structures, and algo…
DevOps
xcode-build-orchestrator
Run end-to-end Xcode build optimization: benchmark, analyze, prioritize findings, obtain approval, delegate fixes, and re-benchmark. Use for full build audits or acceleration workf…
Data
algo-sc-eoq
Calculate Economic Order Quantity to minimize total inventory cost (ordering + holding). Use this skill when the user needs to determine optimal order size, balance ordering freque…
Automation
ebb-ai
Auto-defer low-priority tasks to the cleanest electricity-grid hour within the deadline. Routes through slash command or MCP tool to reduce carbon by 40-70% and cost by 50% via bat…
Engineering
performance-optimization
Optimize application performance for speed, efficiency, and scalability. Applies to page load times, bundle size reduction, database query tuning, and resolving bottlenecks across …
Productivity
profile-optimizer
Rebuilds a LinkedIn profile for maximum conversions. Produces new headline options, about section, experience section, featured section strategy, and four image generation prompts …
Content
通用-输出百度百家号版
Rewrites novel chapters into versions optimized for Baidu Baijiahao context, emphasizing information capture, shareability, light tone, and smooth reading flow. Accepts existing ge…
Content
dp-copy-review
Audits and optimizes marketing copy across ads, emails, landing pages, and social posts. Scores on six dimensions, provides line-by-line feedback, delivers optimized versions, and …
Business
pricing-optimization
Identifies the revenue-maximizing price and tier grid for SaaS or data products, then validates the result through competitor-anchored willingness-to-pay modeling, grid search, Mon…
Business
investment-management
Builds and manages portfolios across stocks, ETFs, bonds, crypto, real estate, and alternatives using factor models, Monte Carlo simulation, and optimization aligned with Buffett, …
General
ultimate-skill-creator
End-to-end pipeline that runs six skills sequentially to produce elite, portable AI skills. Invoked by explicit requests for the full pipeline, ultimate skill creation, or maximum-…
AI / ML
algo-hr-matching
Implement Gale-Shapley stable matching algorithm for two-sided matching problems. Use this skill when the user needs to match candidates to positions, assign students to schools, o…
DevOps
Container Best Practices
Provides guidance on Dockerfile optimization, multi-stage builds, layer caching, and base image selection. Activates for dockerfile, docker-compose, multi-stage, container optimiza…
Engineering
providing-performance-optimization-advice
Delivers prioritized performance optimization recommendations across frontend, backend, and infrastructure. Identifies bottlenecks, estimates gains, and outlines phased roadmaps wh…
Data
ag-12-sql-totvs-zeev
SQL optimization and data query agent for SQL Server (TOTVS RM), PostgreSQL (Neon), and Zeev BPM APIs. Optimizes slow queries, reviews anti-patterns, generates efficient report que…
AI / ML
nonlinear-solvers
Selects and configures nonlinear solvers for root-finding, optimization, and least-squares problems using Newton, quasi-Newton, Broyden, Anderson, and Levenberg-Marquardt methods w…
Engineering
algo-sc-routing
Solve vehicle routing problems to optimize delivery routes under capacity and time constraints. Use this skill when the user needs to plan delivery routes, minimize transportation …
Productivity
skill-manager
Detect project tech stack and disable irrelevant skills to reduce context usage. Activate on requests to manage skills, optimize skills, disable irrelevant skills, or identify rele…
Automation
social-platform-routing
Route queries to platform specialists for Twitter/X, TikTok, Instagram, Reddit, LinkedIn, and short-form carousels. Use for platform strategy, viral tactics, algorithm optimization…
DevOps
clari-performance-tuning
Optimize Clari API performance with caching, batch exports, and data pipeline efficiency. Use when exports take too long, optimizing data warehouse load times, or reducing API call…
General
thinking-leverage-points
Identify where small changes can have large effects using Donella Meadows' hierarchy of system intervention points. Use for strategic decisions, system optimization, and choosing w…
Web
vite-patterns
Vite build patterns covering configuration, plugins, HMR, environment variables, proxies, SSR, library mode, dependency pre-bundling, and optimization. Use when editing vite.config…
Data
alibabacloud-das-agent
Diagnose and optimize Alibaba Cloud databases through natural language. Troubleshoots performance, connections, disk usage, SQL optimization, and security checks across RDS, PolarD…
Productivity
context-fundamentals
Activate when users request explanations of context windows, agent architecture design, context debugging, optimization, or component analysis. Supplies core principles of context …
AI / ML
arize-prompt-optimization
Optimize, debug, or improve LLM prompts with production trace data, evaluations, and annotations. Extract prompts from spans, gather performance signals, and run data-driven optimi…
DevOps
xcode-build-fixer
Apply approved Xcode build optimizations and re-benchmark to confirm gains. Use after receiving an optimization plan to implement build setting changes, script guards, compilation …
Business
ads-google
Deep analysis for Google Ads covering Search, Performance Max, Display, YouTube, and Demand Gen. Evaluates 80 checks across conversion tracking, wasted spend, account structure, ke…
DevOps
forge-cost
Audit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings. Use for spend queries, cost reduction requests, overpayment c…
Engineering
principle-performance
Performance engineering guidelines including latency versus throughput trade-offs, profiling discipline, algorithmic complexity awareness, allocation and GC pressure, data locality…
DevOps
xcode-compilation-analyzer
Analyze Swift and mixed-language compile hotspots via build timing and diagnostics, then produce a source-level optimization plan. Use for slow compilation, type-checking issues, o…
Content
content-engine
Create, optimize, or audit marketing content including posts, ads, emails, social copy, landing pages, calendars, and brand guidelines. Also handles decay, quality, accessibility, …
Engineering
cuopt-numerical-optimization-api-python
Solves LP, MILP, and QP problems using the cuOpt Python API. Handles linear and quadratic objectives, constraints, integer variables, and optimization scenarios such as scheduling …
AI / ML
cutile-python
Expert cuTile programming assistant. Writes high-performance GPU kernels using cuTile's tile-based model with validation and optimization. Supports deep agent orchestration for com…
Productivity
workflow-auditor
Analyzes business workflows to identify time loss points and recommends targeted improvements using Theory of Constraints principles when auditing processes, finding bottlenecks, o…
Business
paid-ads-strategy
Plan, launch, and optimize paid campaigns across Google Ads, Meta, LinkedIn, Reddit, TikTok, and YouTube. Covers architecture, bidding, creative frameworks, Quality Score, PMax, an…
Content
通用-输出知乎版
Converts novel chapters into Zhihu-optimized versions for Salt Selection, columns, or serials. Emphasizes logical chains, viewpoint strength, discussion value, clear structure, and…
Data
backtester
Universal futures and equities backtesting framework. Supports strategy development, IS/OOS validation, robustness scoring, parameter optimization, and visualization across any sym…
Engineering
detecting-performance-bottlenecks
Detects and resolves performance bottlenecks by analyzing CPU, memory, I/O, and database metrics. Use when diagnosing slow applications, optimizing resource usage, or preventing pe…
Automation
agentprivacy-guild-efficiency
Optimizes guild efficiency and shared-parent coordination. Activates when analyzing G(guilds) scaling, O(1) versus O(N²) performance, shared reasoning libraries, or network coordin…
Engineering
decomposition-reconstruction
Simplifies complex systems by identifying bottlenecks, critical failure points, and dependencies. Supports architecture redesign, performance optimization, and breaking down overwh…
AI / ML
karpathy-autoresearch
Iterative optimization loop: modify one element, score the result, keep winners, discard losers, and repeat. Works on any scorable target including code, prompts, configs, content,…
Content
geo-writing
Produces GEO/AEO-optimized articles designed for citation by AI engines. Handles research and writing, with listicle or head-to-head formats suggested when the starting structure i…
Testing
performance-testing
Benchmark .NET code with BenchmarkDotNet. Supports Series, Buffer, and Stream benchmarks plus regression detection and optimization patterns targeting 1.5x Series and 1.2x BufferLi…
Business
algo-price-dynamic
Implement dynamic pricing that adjusts prices in real-time based on demand, time, and competition. Use for building dynamic pricing systems, surge pricing, or perishable inventory …
AI / ML
llm-architect
Designs scalable LLM systems including architecture, deployment, optimization, and production serving. Focuses on performance, cost efficiency, and safety for large language model …
Productivity
prompt-engineer-analyze-prompt
Analyze prompts for clarity, effectiveness, and optimization opportunities. Use when reviewing existing prompts, identifying issues before deployment, or generating improvement rec…
Web
high-perf-browser
Optimize web performance via network protocols, resource loading, and browser internals. Covers TCP/TLS tuning, caching, WebSocket/SSE, and protocol choices for page speed and Core…
Design
environment-art
Expert guidance for environment art in games: modular design, visual hierarchy, color scripting, environmental storytelling, optimization, and world-building from blockout to final…
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