Write idiomatic PHP code with generators, iterators, SPL data

Write idiomatic PHP code with generators, iterators, SPL data

Guidelines for building RoboCorp RPA automation with Python, emphasizing functional programming, Pydantic validation, and async operations.

Automatically discover machine learning and AI skills when working with machine learning. Activates for ml development tasks.

Guidelines for deep learning development with PyTorch, Transformers, Diffusers, and Gradio for LLM and diffusion model work.

Testing patterns and principles. Unit, integration, mocking strategies.

Expert in observing, benchmarking, and optimizing AI agents. Specializes in token usage tracking, latency analysis, and quality evaluation metrics. Use when optimizing agent costs, measuring...

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,...

>

Expert in forecasting, signal detection, and market intelligence. Specializes in time-series analysis, social listening, and predictive modeling for business trends.

Create and manipulate Excel spreadsheets with formulas, formatting, charts, and data analysis. Use when working with Excel files, CSV data, or spreadsheet operations.

Expert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers, Diffusers, and Gradio.

Expert guidance for Salesforce DX development with modern tooling, source-driven development, and CI/CD best practices

Process JSON with jq and YAML/TOML with yq. Filter, transform, query structured data efficiently. Triggers on: parse JSON, extract from YAML, query config, Docker Compose, K8s manifests, GitHub...

Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.

Guardian of Database Integrity. Architect of High-Performance PostgreSQL & Prisma 7 Systems. Expert in PostgreSQL 18, TypedSQL, and Zero-Trust RLS.

Best practices for NumPy array programming, numerical computing, and performance optimization in Python

Senior Site Reliability Engineer & Debug Architect. Expert in AI-assisted observability, distributed tracing, and autonomous incident remediation in 2026.

Process large contexts using RLM (Recursive Language Model) patterns - chunking, filtering, recursive sub-calls

Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.