Claude Skills by LoopyLuci

Use when reviewing decisions through minimalist entrepreneur lens

**Trigger**: Use when creating, editing, or formatting DOCX documents — generation, template application, content extraction, and validation. Create, edit, and format DOCX documents via CLI tools or direct C# scripts built on OpenXML SDK (.NET).

Use mmx to generate text, images, video, speech, and music via the MiniMax AI platform. Use when the user wants to create media content, chat with MiniMax models, perform web search, or manage MiniMax API resources from the terminal.

**Trigger**: Use when generating music with AI — vocal songs, instrumentals, or covers using the MiniMax Music API. Generate songs (vocal or instrumental) using the MiniMax Music API. Supports two creation modes: **Basic** (one-sentence-in, song-out) and **Advanced Control** (edit lyrics, refine prompt, plan before generating).

**Trigger**: Use when generating personalized music playlists — analyzing music taste, planning tracklists, and generating songs with cover art. Scan the user's music taste, build a taste profile, generate a personalized playlist, and create an album cover. This skill is designed for both agent and direct user invocation — adapt interaction style to context.

**Trigger**: Use when creating, editing, or formatting PDF documents — generation, template application, content extraction, and validation. Three tasks. One skill.

Use when creating, editing, or validating Excel spreadsheets

Use when implementing MoE architectures for sparse models.

Use when deploying ML models to production.

Use when tracking ML experiments and managing runs.

Use when training and deploying ML models for Sentinel.

Use when designing end-to-end ML training pipelines.

Use when optimizing ML model serving and inference.

Use when running ML models for network threat detection.

Use when using MLflow tracking.

Use when building CI/CD pipelines for ML systems.

Use when generating media via MiniMax API CLI scripts

Use when testing mobile API security.

Use when testing mobile application security.

Use when configuring private DNS on iOS and Android.

Use when profiling mobile app performance.

Use when compressing models: pruning, quantization, distillation.

Use when evaluating ML model performance.

Use when implementing deep model interpretability methods.

Use when monitoring ML models for drift and degradation.

Use when managing ML model versions and registries.

Use when writing modern C++17/20/23: concepts, ranges, coros.

Use when writing MongoDB aggregations.

Use when managing monorepo structures and tooling.

Use when implementing MPLS VPNs.

Use when editing .csproj/.vcxproj MSBuild XML.

Use when compiling with MSVC on Windows.

Use when designing multi-agent collaboration and delegation.

Use when orchestrating multiple AI agents working together.

Use when designing multi-agent RL systems and environments.

Use when optimizing routing between specialized AI agents.

Use when designing multi-cloud networks.

Use when building multi-modal vision-language AI models.

Use when building installers for all target platforms.

Multi-platform apps: protocol-first, parallel delegation.

Use when distributing packet capture across CPU cores.

Use when implementing music information retrieval.

Run mutmut to measure test effectiveness by mutating code

Use when implementing mutation testing.

Use when building a minimum viable product with maximum constraints

Use when optimizing MySQL queries.

Use when querying Neo4j graph DB.

Use when implementing NPS programs.

Use when analyzing traffic with NetFlow.

Use when automating network configuration and management.