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Use when working with logic IC similarity calculations - comparing 74xx series, CD4000 CMOS, technology families (LS, HC...

조사지역 주변 유사 유적 매칭 및 비교 분석

Use when working with MCU/microcontroller similarity calculations - comparing microcontroller MPNs, understanding family...

Use when working with memory IC similarity calculations - comparing EEPROM/Flash MPNs, understanding I2C/SPI interface m...

Use when working with op-amp similarity calculations - comparing op-amp MPNs, understanding single/dual/quad configurati...

Use when working with voltage regulator similarity calculations - comparing 78xx/79xx fixed regulators, LM317/LM337 adju...

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest nei...

Use when working with sensor similarity calculations - comparing temperature/accelerometer/humidity sensor MPNs, underst...

Build single-file HTML tools following Simon Willison's patterns - self-contained HTML+JS+CSS applications optimized for...

Explains things in plain language for someone new to them - short sentences, one idea at a time, a concrete example or a...

Simple Mode - Natural language orchestrator for TappsCodingAgents. Coordinates multiple skills (@enhancer, @planner, @ar...

Create a simple PR from staged changes with an auto-generated commit message

Suggest small refactors that improve readability without changing behavior. Use when a junior developer asks to clean up...

A simple skill for testing basic functionality. Use when you need to test the skillet CLI.

Format and validate JSON data structures. Use when you need to pretty-print JSON, validate syntax, or convert between co...

Comprehensive test coverage analysis and improvement for Ruby and Rails applications using SimpleCov and SimpleCov Conso...

This skill should be used when the user asks to "implement", "build", "create", "add feature", "develop", "design", "arc...

Reviews code for unnecessary complexity and suggests simplifications that make it easier for developers to understand

Finds insights that eliminate multiple components; "if this is true, we don't need X, Y, or Z". Used when implementing t...

Apply simplification principles (Occam's Razor) when debugging complex issues, evaluating competing theories, or simplif...

Refactor code to be simpler while maintaining identical functionality

Flatten nested conditionals with early returns or table-driven methods - keep nesting depth under 3 levels

Identify over-engineering in Ruby - prefer simple data structures (Hash, Struct, Data) and pure functions over unnecessa...

Write JavaScript code in the style of Kyle Simpson, author of "You Don't Know JS". Emphasizes deep understanding of Java...

Run what-if scenarios to explore outcomes and test hypotheses. Use when evaluating alternatives, stress-testing designs,...

Simulate high-stakes reasoning by modeling how top experts in the relevant domain would think, disagree, and converge on...

Simulate the UAT workflow (create PR, comment, poll) on GitHub or Azure DevOps using a minimal test artifact and simulat...

Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Tri...

Abstract base for runtime state — adventure, city-sim, ecosystem all inherit from this

Design and implementation of comprehensive simulation studies

Encodes validation patterns for robotics simulation code (ROS 2, Gazebo, Isaac Sim). Ensures code examples are testable,...

Configure TraitorSim game parameters including regional rule variants (UK/US/Australia), recruitment mechanics, end-game...

Simulator.Company chart and dashboard specialist. Use when the user wants to create, configure, or query charts (line, b...

Common Sinatra patterns, routing strategies, error handling, and application organization. Use when building Sinatra app...

Security best practices for Sinatra applications including input validation, CSRF protection, and authentication pattern...

Guide users through creating Sindri extensions. Use when creating new extensions, understanding extension.yaml structure...

Walk through omicverse's single-cell preprocessing tutorials to QC PBMC3k data, normalise counts, detect HVGs, and run P...

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based fi...

You are a coding standards expert specializing in single chunk edits rule.

Creates self-contained Python scripts with inline PEP 723 metadata for UV. Embeds dependencies directly in script header...

Use each variable for exactly one purpose - no hybrid coupling or hidden meanings

读取并解析单个Excel工作表数据，支持合并单元格处理、数据清洗、交叉分析及多维度可视化，适用于需要从单表中提取关键指标并进行趋势模拟与图表生成的场景。

ENFORCEMENT tool that detects when Skills automation is duplicated in agent definitions, lessons learned, or process doc...

Ensure a class has only one instance and provide a global access point to it.

This skill should be used when the user asks about "Effect Sink", "Sink.collectAll", "Sink.sum", "Sink.fold", "stream co...

Use when handling SDP offer/answer, codec negotiation, media capabilities, and RTP session setup in SIP applications.

Document-first automation — the doc is the source of truth

Read real traffic for your websites — who actually came, who came back, which pages, from where — using PostHog as the p...