All Skills

Use when editing an existing codebase and the goal is minimal, standard, and non-invasive changes - prioritizes simplest solution, standard libraries first, and surgical modification without unsolicited refactors

6-phase iterative specification execution workflow covering implementation, testing, review, improvement, commit, and progress tracking with quality-gated convergence.

Problem-solving with Rudin's Real and Complex Analysis textbook

Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models across multiple machines or running distributed hyperparameter sweeps.

Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Use when implementing new behavior or fixing bugs via tests-first (TDD) in VS Code Copilot Agent mode.

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.

Detects and flags AI writing patterns in text. Use when reviewing content for authenticity, editing AI-generated text, or checking your own writing for mechanical patterns. Identifies 24 documented patterns across categories including content structure, language choices, style markers, communication patterns, and filler language. Returns specific pattern violations with examples and suggestions.

Use when writing or reviewing tests - covers test philosophy, condition-based waiting, mocking strategy, and test isolation

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks.

21 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build automation, accessibility testing, and simulator lifecycle management. Optimized for AI agents with minimal token output.

PM2 process management, backend/frontend cascade execution, parallel worktree builds, and cross-service integration testing.

Use when writing clinical notes, documenting sessions, creating treatment plans for insurance/authorization, ensuring HIPAA compliance, or need structured documentation templates. Provides SOAP notes, progress notes (DAP format), and treatment plan templates. HIPAA-compliant guidance included.

Parse input and create todo items

Browser automation via agent-browser CLI. Use when you need to navigate websites, verify deployed UI, test web apps, read online documentation, scrape data, fill forms, capture baseline screenshots before design work, or inspect current page state. Triggers on "check the page", "verify UI", "test the site", "read docs at", "look up API", "visit URL", "browse", "screenshot", "scrape", "e2e test", "login flow", "capture baseline", "see how it looks", "inspect current", "before redesign".

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.

AI-powered high-quality PPT image and video generation with intelligent transitions and interactive playback. Pay-per-use model, no API key configuration required.

Interactive Archon integration for knowledge base and project management via REST API. On first use, asks for Archon host URL. Use when searching documentation, managing projects/tasks, or querying indexed knowledge. Provides RAG-powered semantic search, website crawling, document upload, hierarchical project/task management, and document versioning. Always try Archon first for external documentation and knowledge retrieval before using other sources.

This skill should be used when the user asks to "send a transaction", "call a contract", "sign a message", "use cast", "cast send", "cast call", "cast wallet", "decode calldata", "encode ABI", "check balance", or mentions Foundry cast CLI, RPC endpoints, or on-chain interactions.

Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or automating code vulnerability detection.

Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal tracing, activation patching, interchange intervention training, or testing causal hypotheses about model behavior.