Performance
Performance profiling and optimization
polars-expertise
by DeevsDeevs
This skill should be used when the user asks about Polars DataFrame library (Apache Arrow) for Python or Rust. Triggers: "polars expressions", "lazy vs eager", "scan_parquet streaming", "convert pandas to polars", "pyspark to polars", "kdb to polars", "group_by_dynamic", "rolling_mean", "polars window functions", "asof join", "polars GPU", "polars parquet", "LazyFrame". Time series: OHLCV resampling, rolling windows, financial data patterns. Performance: native expressions over map_elements, early projection, categorical types, streaming.
plotly-dashboard-skill
by fmschulz
Build production-ready Plotly Dash dashboards with consistent theming, clear layouts, and performant callbacks.
plan-my-day
by BrianRWagner
Generate an energy-optimized, time-blocked daily plan based on circadian rhythm research and GTD principles
brand-voice-extractor
by BrianRWagner
"Extract or build a distinct brand voice profile that AI agents can use to produce on-brand content every time. Two modes: Extract (analyze content you're proud of) or Build (construct a voice from scratch). Outputs a complete voice profile with personality traits, tone spectrum, vocabulary guide, rhythm patterns, and example phrases. Use this before any content creation skill for consistent, human-sounding output."
go-benchmark-testing
by sentenz
Automates benchmark test creation for Go projects using the standard testing package with consistent software testing patterns. Use when creating performance benchmarks, profiling tests, or when the user mentions benchmarking, performance testing, or optimization.
portfolio-health-check
by Geeksfino
Diagnose risks and inefficiencies in an existing investment portfolio. Use when the user asks to review, audit, or stress-test their current holdings, evaluate portfolio concentration, check factor exposures, assess correlation risks, identify hidden tilts, or get actionable improvement suggestions for a portfolio they already own.
architect-diagnose-performance
by iterate
Diagnose latency, saturation, and throughput regressions.
monitor-fly-io-usage
by iterate
Monitor Fly machine health and use focused playbooks.
mapbox-web-performance-patterns
by mapbox
Performance optimization patterns for Mapbox GL JS web applications. Covers initialization waterfalls, bundle size, rendering performance, memory management, and web optimization. Prioritized by impact on user experience.
risk-adjusted-return-optimizer
by Geeksfino
Build diversified portfolios optimized for risk-adjusted returns based on user-specified portfolio size, risk tolerance, and time horizon. Use when the user asks to build a portfolio, construct an asset allocation, optimize risk-adjusted returns, create a diversified investment plan, determine position sizing, design a rebalancing strategy, or requests portfolio construction advice for a specific dollar amount and risk profile.
cairo-optimization
by keep-starknet-strange
Improves Cairo performance after correctness is established. Trigger on "optimize", "gas usage", "reduce steps", "profile", "BoundedInt", "storage packing", "benchmark". Guides profiling, arithmetic optimization, and bounded-int hardening.
zbench
by edmundmiller
Benchmark interactive zsh performance with zsh-bench and track regressions. Use when benchmarking shell startup, comparing zsh latency after config changes, investigating slow shell, or running git bisect on performance. Trigger phrases: "benchmark zsh", "shell is slow", "zbench", "zsh-bench", "shell startup time", "profile zsh", "zsh performance".
mobile
by htlin222
Develop React Native or Flutter apps with native integrations. Use for mobile development, cross-platform code, or app optimization.
sc-cleanup
by htlin222
Clean up code, remove dead code, and optimize project structure. Use when user wants to clean codebase, remove unused code, or optimize imports.
sc-analyze
by htlin222
Analyze code quality, security, performance, and architecture. Use when user asks to analyze code, review codebase health, or identify issues.
php
by htlin222
Write modern PHP with generators, SPL, and PHP 8+ features. Use for PHP development or optimization.
snow-flow-commands
by groeimetai
This skill should be used when the user asks about "snow-flow commands", "CLI commands", "how to start", "swarm", "sparc", "orchestrator", "agent spawn", "memory", "task", or needs guidance on Snow-Flow CLI operations.
automating-excel
by SpillwaveSolutions
Automates Microsoft Excel on macOS via JXA with AppleScript dictionary discovery. Use when asked to "automate Excel spreadsheets", "JXA Excel scripting", "Excel macOS automation", or "bulk Excel data operations". Focuses on workbooks, worksheets, ranges, 2D arrays, performance toggles, and VBA escape hatches.
performance-fix
by pmatos
This skill should be used when the user asks to "fix performance issues", "optimise the bottlenecks", "implement the performance fixes", "apply the performance report", "speed this up based on the report", or wants to act on a performance report produced by /performance-analyse. Reads a performance report and implements targeted fixes.
performance-analyse
by pmatos
This skill should be used when the user asks to "profile the codebase", "analyse performance", "find bottlenecks", "benchmark this", "generate a performance report", "measure runtime", "run perf", "check allocations", "why is this slow", or wants a performance investigation of Rust code. Produces a report without modifying code.
performance-optimization
by ThibautBaissac
Identifies and fixes Rails performance issues including N+1 queries, slow queries, and memory problems. Use when optimizing queries, fixing N+1 issues, improving response times, or when user mentions performance, slow, optimization, or Bullet gem.
managed-agents-dreams
by strikersam
Session memory recording and dream consolidation for managed agents — offline experience replay
goroutine-patterns
by armanzeroeight
Implement Go concurrency patterns using goroutines, channels, and synchronization primitives. Use when building concurrent systems, implementing parallelism, or managing goroutine lifecycles. Trigger words include "goroutine", "channel", "concurrent", "parallel", "sync", "context".
wiki
by atrislabs
Use the local Atris wiki as durable project memory. Use when ingesting source material, answering questions from saved knowledge, finding stale pages, or keeping agent context sharp.