Performance
Performance profiling and optimization
Cuttingparams
by robdtaylor
Cutting parameter lookup and optimization for CNC machining. Covers feeds, speeds, depths of cut for common materials and operations. USE WHEN user asks 'feeds and speeds', 'cutting parameters', 'SFM for', 'what RPM', 'feed rate for', 'DOC for', or needs machining parameter guidance.
prompt-engineer
by dy9759
Comprehensive LLM prompt engineering and optimization workflow that orchestrates expert analysis, advanced techniques, and multi-domain optimization using the integrated toolset. Handles everything from basic prompt improvement to complex multi-agent prompt orchestration.
frontend-web-dev-expert
by dy9759
Advanced frontend web development expert system that provides comprehensive modern web development services including architecture design, UI/UX implementation, performance optimization, engineering setup, and cross-platform development through expert collaboration and intelligent tool integration.
cost-optimization
by QuestForTech-Investments
Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.
architecture
by dy9759
Comprehensive system architecture design and implementation workflow that orchestrates expert analysis, technical decision-making, and architectural pattern selection using the integrated toolset. Handles everything from initial system analysis to implementation-ready technical specifications.
Plantcapability
by robdtaylor
MNMUK machine shop capability checker. Answers "can we make this?" queries against the plant list. Recommends optimal machine selection based on part requirements. USE WHEN user asks 'can we make', 'which machine', 'capability check', 'feasibility', 'what can we hold', 'tolerance capability', or describes a part to quote.
backend-dev
by dy9759
Comprehensive backend development workflow that orchestrates expert analysis, architecture design, implementation, and deployment using the integrated toolset. Handles everything from API design and database architecture to security implementation and DevOps automation.
elite-performance
by RSHVR
Performance optimization for premium animated websites. Use when asked about: animation performance, 60fps, Core Web Vitals, Vite setup, bundle optimization, lazy loading, will-change, GPU acceleration, layout thrashing, debugging jank, or performance budgets.
rl-newton
by Idate96
"End-to-end Newton RL workflow in moleworks_newton: local smoke, cluster submit/monitor/debug, sync logs, benchmark checkpoints, and run post-benchmark analysis with strict experiment ledgers."
voice-editor
by aplaceforallmystuff
Edit AI-generated or draft content to match a voice profile. Use when transforming generic AI output into authentic voice-matched content, or when editing drafts to sound more like you.
dev-announce
by hyf0
"Generates developer tool feature announcement tweets in an understated, data-driven style. Use when drafting tweets to announce new features, performance improvements, or API additions for projects like Rolldown. Do NOT use for general social media posts, blog writing, or non-technical announcements."
monitoring-expert
by dmonteroh
"Provides end-to-end observability across logs, metrics, traces, alerting, and performance testing. Use when instrumenting services, setting alert strategy, or designing an observability stack."
@tank/clean-code
by tankpkg
Reusable, modular, performant, readable code — guided by KISS, SOLID, and pragmatic design. Covers code smell detection, refactoring recipes, function design, KISS/YAGNI decision frameworks, modularity (coupling, cohesion, boundaries), performance-aware patterns, and readability through cognitive load management. Synthesizes Martin (Clean Code), Ousterhout (A Philosophy of Software Design), Fowler (Refactoring), Metz (Practical OOD), Hickey (Simple Made Easy), Beck (Implementation Patterns), grugbrain.dev. Trigger phrases: "clean code", "refactor", "code smell", "code review", "code quality", "KISS", "keep it simple", "SOLID", "single responsibility", "DRY", "YAGNI", "over-engineered", "too complex", "simplify", "modularity", "coupling", "cohesion", "dependency", "reusable", "modular", "performance", "readability", "cognitive load", "naming", "function design", "extract method", "technical debt", "maintainability", "is this too abstract", "should I abstract", "N+1", "data structure"
k8s-hpa-cost-tuning
by microlinkhq
Tune Kubernetes HPA scale-up/down behavior, topology spread, and resource requests to reduce idle cluster capacity and ensure nodes can drain. This skill should be used when auditing cluster costs on a schedule, analyzing post-incident scaling behavior, or investigating why replicas or nodes do not scale down.
browserless
by microlinkhq
Automate websites with browserless and Puppeteer for screenshots, PDFs, HTML/text extraction, URL status checks, and Lighthouse audits. Use when the user mentions browserless, @browserless/cli, headless Chrome automation, Puppeteer wrappers, website screenshots, PDF generation from URLs, or extracting rendered page content.
design-led-development
by jakenuts
Build software with elite design principles focusing on user outcomes, trust, accessibility, and performance. Use when creating UI components, designing user flows, writing production code, reviewing code quality, or when the user mentions UX, accessibility, performance, or trust-focused development.
memory
by srobinson
Persistent geometric memory across sessions. Use when the user asks about memory, wants to recall prior sessions, inspect memory, check stats, or manage memory state.
load-topology
by nicholasf
Read the local system topology to discover available machines and models. Triggers on "load topology", "what models are available", "which machines are running", "start a model", "show me the topology", "sync topology", "refresh topology", "benchmark llm", "benchmark model", "test llm", "run benchmark", "help", "show help", "list subcommands".
ti-expert
by macCesar
"Titanium SDK architecture and implementation expert. Use when designing, reviewing, analyzing, or examining Titanium project structure (Alloy or Classic), creating controllers/views/services, choosing models vs collections, implementing communication patterns, handling memory cleanup, testing, auditing code, or migrating legacy apps. Automatically identifies project type."
performance
by dmonteroh
"End-to-end performance optimization workflow for baselining, profiling bottlenecks, proposing measurable fixes, and adding regression guardrails. Includes a safe-by-default scan/report script to capture repo signals and write a deterministic report. Use for latency/throughput/resource issues, scalability work, or performance gating."
ct-c-style
by experiencenow-ai
C coding style for Tockchain/Valis firmware development. Use when writing, reviewing, or modifying C code for this project. Enforces compact Allman bracing, stdint types, zero-copy wire structs, dependency-ordered functions, unique negative error codes, and high-performance patterns. Triggers on any C code generation, editing, or review request.
gluestack-ui-v4:performance
by gluestack
Performance optimization and cross-platform patterns for gluestack-ui v4 - covers native/web compatibility, TypeScript, memoization, animations, and best practices.
agentdocs-orchestrator
by Await-d
Advanced task orchestration system integrated with agentdocs knowledge management. Decomposes complex requests into atomic tasks, auto-creates workflow planning documents, manages multi-agent parallel execution, and syncs task status. Use when handling complex multi-step tasks, parallel execution needs, or sub-agent orchestration.
backend-principle-eng-python-ml-pro-max
by PrakharMNNIT
"Principal backend engineering intelligence for Python AI/ML systems. Actions: plan, design, build, implement, review, fix, optimize, refactor, debug, secure, scale ML services and pipelines. Focus: data quality, reproducibility, reliability, performance, security, observability, model evaluation, MLOps."