Quantify values with uncertainty bounds. Use when estimating metrics, calculating risk scores, assessing magnitude, or measuring any quantifiable property.
Use when complex systems need visual documentation, mapping component relationships and dependencies, creating hierarchies or taxonomies, documenting process flows or decision trees, understanding...
Generate comprehensive market opportunity analysis with TAM/SAM/SOM
Generate comprehensive market opportunity analysis with TAM/SAM/SOM
Generate comprehensive market opportunity analysis with TAM/SAM/SOM
Review, refactor, or build SwiftUI features with correct state management, modern API usage, optimal view composition, navigation patterns, performance optimization, and testing best practices.
Use when clarifying fuzzy boundaries, defining quality criteria, teaching by counterexample, preventing common mistakes, setting design guardrails, disambiguating similar concepts, refining...
Use when you need to empirically test whether hypothesized symmetries actually hold in your data or model. Invoke when user mentions testing invariance, validating equivariance, checking if...
Analyzes conversations to extract patterns and workflows, then generates Skill.md files matching user's style. Use to convert successful chats into reusable skills.
Convert documentation into structured Agent Skills following progressive disclosure principles. Use when (1) Converting user documentation or guides into skills, (2) Creating skills from existing...
Identify capability gaps and propose new skills with prioritization. Use when analyzing missing capabilities, planning skill development, performing ontology expansion, or assessing coverage.
Rigorous visual validation expert specializing in UI testing,
Rigorous visual validation expert specializing in UI testing,
Rigorous visual validation expert specializing in UI testing,
Expert data scientist for advanced analytics, machine learning, and
Expert data scientist for advanced analytics, machine learning, and
Expert data scientist for advanced analytics, machine learning, and
Master TDD orchestrator specializing in red-green-refactor
Master TDD orchestrator specializing in red-green-refactor
Master TDD orchestrator specializing in red-green-refactor