Qualcomm MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Qualcomm mobile SoCs, RF front-end, WiFi/Bluetooth, modems, or power management ICs.

Generate oriented sprites using prompts.

Helpers to discover, rank, and invoke repository symbols from natural language with minimal context.

Implement agent evaluation and safety gates using MLflow 3.x. Use for creating LLM-as-Judge scorers, evaluation datasets, quality gates, tracing, and continuous evaluation. Triggers on "evaluate agent", "MLflow scorer", "LLM judge", "safety evaluation", "quality gate", "agent testing", "hallucination detection", or when implementing spec/010-agent-evaluation.md requirements.

This skill should be used when moving a single email message to the Archive folder in Microsoft 365 Mail. It provides a clean interface to move one specific email using its messageId without polluting the context window. Use this skill when processing bulk archive operations, moving spam emails, or any workflow requiring reliable one-email-at-a-time moves to Archive.

> **Purpose:** Build multi-system integrations, ETL workflows, and API connections. Design Make/n8n scenarios, implement webhooks, and create event-driven data pipelines.

Simplify code and remove legacy/backcompat shims while preserving behavior. Use when asked to clean up or simplify code.

Core trading operations with OpenAlgo - place orders, smart orders, basket orders, split orders, and order management across 25+ Indian brokers

STMicroelectronics MPN encoding patterns, suffix decoding, and handler guidance. Use when working with STM32, STM8, ST MOSFETs, or L78/L79 regulators.

Frontier content tracking automation - search papers, code, and blogs, deduplicate, download PDFs, analyze and generate research reports. Supports incremental updates.

Seoul Semiconductor LED MPN encoding patterns, series identification, package extraction, and color decoding. Use when working with Seoul Semi LEDs or SeoulSemiHandler.

Rigorous statistical analysis guidance for interpreting and reporting research findings in cardiology content.

Guides implementation of agent memory systems, compares production frameworks (Mem0, Zep/Graphiti, Letta, LangMem, Cognee), and designs persistence architectures for cross-session knowledge retention. Use when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph for agents", "track entities over time", "add long-term memory", "choose a memory framework", or mentions temporal knowledge graphs, vector stores, entity memory, adaptive memory, dynamic memory or memory benchmarks (LoCoMo, LongMemEval).

Cyntec power inductor MPN encoding patterns, value decoding, and handler guidance. Use when working with Cyntec inductors or CyntecHandler.

Split a 2x2 sprite sheet into four PNGs.

Search for customers by email or order number, view their purchase history, subscriptions, and license keys. Use for customer support, refund processing, or account verification. Triggers on "find customer", "lookup email", "check order", "customer support", or similar queries.

Options trading with OpenAlgo - single leg orders, multi-leg strategies (Iron Condor, Straddle, Strangle, Spreads), options chain analysis, and Greeks calculation

Adjust biome or terrain distribution parameters.

Ensure fixed count of goblin nests or hives per map.

Apply review comments (including comment-on-lines) and respond to each with what changed. Use when asked to address review feedback.