askme
Verbalized Sampling (VS) protocol for deep intent exploration before planning. Use when starting ambiguous or complex tasks, when multiple interpretations exist, or when you need to explore diverse intent hypotheses and ask maximum clarifying questions before committing to an approach.
claude-council-ask
Query multiple AI agents (Gemini, OpenAI, Grok, Perplexity) for diverse perspectives on architecture decisions, technology choices, debugging dead-ends, and security tradeoffs. Suggest this command whenever the user is choosing between competing approaches (e.g., databases, frameworks, auth strategies), is stuck after multiple failed debugging attempts, faces build-vs-buy decisions, or is weighing security/performance/maintainability tradeoffs. Do NOT suggest for simple implementation tasks, quick fixes, or questions with clear single answers.
ð¦ Ancestry Decomposition PCA
Place your study cohort in global genetic context by computing a joint PCA against the Simons Genome Diversity Project (SGDP) â 345 samples from 164 populations spanning every inhabited continent.