Performance
Performance profiling and optimization
profiling-tables
by astronomer
Deep-dive data profiling for a specific table. Use when the user asks to profile a table, wants statistics about a dataset, asks about data quality, or needs to understand a table's structure and content. Requires a table name.
query-validation
by nimrodfisher
SQL query review and validation for correctness, performance, and best practices. Use when reviewing queries for logical errors, optimizing query performance, checking for SQL anti-patterns, or validating business logic implementation in SQL.
memory-intake
by nhadaututtheky
Structured memory creation workflow. Converts messy notes, conversations, and unstructured thoughts into well-typed, tagged, confidence-scored memories. Uses 1-question-at-a-time clarification to avoid cognitive overload.
memory-audit
by nhadaututtheky
Comprehensive memory quality review across 6 dimensions: purity, freshness, coverage, clarity, relevance, and structure. Generates prioritized findings with specific memory references and actionable recommendations.
playwright-cli
by AutoForgeAI
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
cobrapy
by jimmc414
"Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis."
matlab-performance-optimizer
by matlab
Optimize MATLAB code for better performance through vectorization, memory management, and profiling. Use when user requests optimization, mentions slow code, performance issues, speed improvements, or asks to make code faster or more efficient.
performance-analysis
by rsmdt
Measurement approaches, profiling tools, optimization patterns, and capacity planning. Use when diagnosing performance issues, establishing baselines, identifying bottlenecks, or planning for scale. Always measure before optimizing.
deeptools-ngs-analysis
by jaechang-hits
"NGS analysis CLI toolkit for ChIP-seq, RNA-seq, ATAC-seq. BAM→bigWig conversion with normalization (RPGC, CPM, RPKM), sample correlation/PCA, heatmaps and profile plots around genomic features, enrichment fingerprints. For alignment use STAR/BWA; for peak calling use MACS2."
segmentation-analysis
by nimrodfisher
Customer/user segmentation with actionable insights. Use when identifying distinct customer groups, analyzing segment-specific behavior, profiling high-value segments, or testing segmentation hypotheses.
Magi
by simota
3視点（論理・共感・実利）による多角的意思決定エージェント。アーキテクチャ選定、トレードオフ判断、Go/No-Go判定、戦略的意思決定が必要な時に使用。コードは書かない。
hotel-inventory-management
by kishorkukreja
When the user wants to optimize hotel room inventory, manage rate strategies, or improve revenue management. Also use when the user mentions "hotel revenue management," "room allocation," "yield management," "dynamic pricing," "overbooking optimization," "distribution channel management," or "hotel capacity planning." For tour operations, see tour-operations. For hospitality procurement, see hospitality-procurement.
web-browser
by joelazar
"Allows to interact with web pages by performing actions such as clicking buttons, filling out forms, and navigating links. It works by remote controlling Google Chrome or Chromium browsers using the Chrome DevTools Protocol (CDP). When Claude needs to browse the web, it can use this skill to do so."
swift-testing-expert
by AvdLee
'Expert guidance for Swift Testing: test structure, #expect/#require macros, traits and tags, parameterized tests, test plans, parallel execution, async waiting patterns, and XCTest migration. Use when writing new Swift tests, modernizing XCTest suites, debugging flaky tests, or improving test quality and maintainability in Apple-platform or Swift server projects.'
developing-with-streamlit
by streamlit
Build production-grade Streamlit apps. Used when creating, editing, debugging, or deploying Streamlit applications. Routes to specialized sub-skills for performance, layouts, design, data display, and more.
lsa-ads
by garrettjsmith
When the user wants help with Google Local Services Ads (LSAs), the pay-per-lead ad format with Google Guaranteed or Google Screened badges. Also use when the user mentions "LSA," "Local Services Ads," "Google Guaranteed," "Google Screened," "pay per lead," "LSA ranking," "LSA leads," "LSA disputes," or "LSA budget." For map pack ads, see local-search-ads. For geographic PPC, see local-ppc-ads.
vercel-react-best-practices
by agentset-ai
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
agent-orchestration-improve-agent
by rmyndharis
"Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
linkedin-success-factors
by sachacoldiq
7 key LinkedIn success factors and campaign takeaways. Use as a checklist before launching LinkedIn campaigns or reviewing campaign performance.
linkedin-campaign-complete
by sachacoldiq
Complete LinkedIn campaign guide - targeting strategy, copywriting rules, human-like campaign steps, and message templates. Use when building LinkedIn outreach sequences, writing LinkedIn messages, or planning multi-touch campaigns.
coding-conventions
by rsmdt
Apply consistent security, performance, and accessibility standards across all recommendations. Use when reviewing code, designing features, or validating implementations. Cross-cutting skill for all agents.
read-working-memory
by nowledge-co
Read your daily Working Memory briefing to understand current context. Contains active focus areas, priorities, unresolved flags, and recent knowledge changes. Load this automatically at the beginning of sessions for cross-tool continuity.
voice-blend
by jmagly
Built-in templates: ../../voices/templates/
decision-support
by jmagly
Trade-off catalog: docs/common-tradeoffs.md