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Send commands to ESP32 and microcontrollers via serial port to emulate button presses and user actions. Use for automated testing, stress testing, and debugging without physical interaction.
Structured workflow for fact-checking claims in journalism. Use when verifying statements for publication, rating claims for fact-check articles, or building pre-publication verification processes. In…
Specialized skills in using Testcontainers for containerized database testing. Use this when you need to test real database behavior, use SQL Server/PostgreSQL/MySQL containers, and test EF Core/Dappe…
Responsible for handling requirements of the RIF (Required Behavior Frame) type. Reads the specification directory structure, generates/reviews Event Handler design and implementation. Supports idempo…
Generates Flutter widget tests, integration tests, and golden tests in Dart. Supports local execution and TestMu AI cloud for real device testing. Use when user mentions "Flutter", "widget test", "Wid…
Analyze agent failures and automatically generate harness fixes to prevent recurrence. Use whenever an agent session went wrong, produced broken output, got stuck in a loop, failed to complete feature…
Content moderation API integration using OpenAI Moderation, Perspective API, and others
Expert skill for SLAM algorithm selection, configuration, and tuning. Configure visual SLAM (ORB-SLAM3, RTAB-Map), LiDAR SLAM (Cartographer, LIO-SAM), tune parameters, evaluate accuracy, and optimize …
Use when auditing a systematic review or meta-analysis manuscript against the PRISMA 2020 checklist. Triggers on systematic reviews, meta-analyses, pooled analyses, forest plots, search strategies, or…
Optimize CLAUDE.md, SKILL.md, agent definitions, and other AI-facing files for Claude comprehension and economy. Measures baseline metrics, delegates to @contextual-ai-documentation-optimizer agent wi…
Systematically analyzes the source code of a software project. Upon entering the project path, it gradually understands the architecture, data flow, design patterns, and dependencies. Activates when s…
Creates and manages budgets, provides budget recommendations based on spending history. Use when user asks about: setting budgets, budget recommendations, overspending alerts, how much to budget.
Generates Behave BDD tests for Python with Gherkin feature files and step implementations. Use when user mentions "Behave", "Python BDD", "Python Gherkin". Triggers on: "Behave", "Python BDD", "behave…
Expert in Natural Language Processing, designing systems for text classification, NER, translation, and LLM integration using Hugging Face, spaCy, and LangChain. Use when building NLP pipelines, text …
Optimize and format prompts specifically for AI music generation platforms like Suno and Udio, including platform-specific syntax and tag optimization
AI-powered crypto trading agent and LLM gateway via natural language. Use when the user wants to trade crypto, check portfolio balances, view token prices, transfer crypto, manage NFTs, use leverage, …
INVOKE THIS SKILL when your Deep Agent needs memory, persistence, or filesystem access. Covers StateBackend (ephemeral), StoreBackend (persistent), FilesystemMiddleware, and CompositeBackend for routi…
You are an expert in Java programming, Spring Boot, Spring Framework, Maven, JUnit, and related Java technologies.
Explains testing strategy for modern web applications including unit, integration, component, end-to-end, contract, accessibility, visual, and performance testing. Use when deciding what to test at ea…
logrotate log file rotation administration: config syntax, rotation frequency, compression, postrotate scripts, application signal handling, troubleshooting rotation failures, and state file inspectio…
Analyzes Java code execution chains and generates Mermaid flowcharts with precision. Traces method logic, identifies branches/loops/calls, and outputs syntax-correct diagrams.
Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.
Deep learning based object detection and segmentation for robotics applications
Use AI to merge individual page HTML files into a unified chapter document. Creates continuous document format for improved reading experience and semantic consistency.