rethink
Challenge system assumptions against accumulated evidence. Triages observations and tensions, detects patterns, generates proposals. The scientific method applied to knowledge systems. Triggers on "/rethink", "review observations", "challenge assumptions", "what have I learned".
validating-ai-ethics-and-fairness
This skill enables Claude to validate the ethical implications and fairness of AI/ML models and datasets. It is triggered when the user requests an ethics review, fairness assessment, or bias detection for an AI system. The skill uses the ai-ethics-validator plugin to analyze models, datasets, and code for potential biases and ethical concerns. It provides reports and recommendations for mitigating identified issues, ensuring responsible AI development and deployment. Use this skill when the user mentions "ethics validation", "fairness assessment", "bias detection", "responsible AI", or related terms in the context of AI/ML.
cross-domain-thinking
Structured methods for finding connections across disciplines. Use when exploring how concepts from one field illuminate another, seeking novel applications, or analyzing structural similarities between domains.
debugging-causal-reasoning-foundations
Uses causal reasoning to isolate root causes and avoid symptom-only fixes.
research-cultural-trends
Research the cultural zeitgeist — emotional mood, movements, nostalgia cycles, narrative hooks, geographic moments, persona archetypes, and AI perception. Use this skill during Phase 1, when the brainstorm skill needs cultural context, when the manager requests a cultural read, or when anyone asks about what resonates culturally right now.
roast-en
Deep thought roasting engine — progressively interrogates thinking to uncover fallacies, blind spots, hidden assumptions. Triggers: user says 'roast me'/'challenge my thinking'/'poke holes', describes idea with fuzzy logic, types /roast. All deep-thinking scenarios. Does NOT trigger on explicit execution-only or emotional breakdown.
rudin-real-complex-analysis
Problem-solving with Rudin's Real and Complex Analysis textbook
convergence
Problem-solving strategies for convergence in real analysis
continuity
Problem-solving strategies for continuity in real analysis
socratic
Socratic examination skill for guided inquiry. Use when helping someone examine beliefs, surface assumptions, or reach clearer understanding through questioning rather than direct instruction. Triggers on requests to help someone think through a problem, challenge their own reasoning, examine assumptions, or when the user explicitly asks for Socratic dialogue.
meta-prompting
Enhanced reasoning via /think, /verify, /adversarial, /edge, /compare, /confidence, /budget, /constrain, /json, /flip, /assumptions, /tensions, /analyze, /trade, /postmortem. Use when stress-testing reasoning or applying structured thinking.
explainer-writer
Explain complex topics simply — analogies, Feynman technique breakdowns, and layered explanations for any audience.
skill-mcp-first
Check skills and MCPs before reasoning on your own — leverage existing knowledge first
