Domain Sensemaking
Use proactively when the user needs to make sense of an unfamiliar, ambiguous, complex, or messy domain before acting. Trigger not only on explicit requests about 快速掌握未知领域, 深度调研, 调研方法论, exploratory search, sensemaking, knowledge graph learning, frontier exploration, research workflow, evidence synthesis, or industry consulting, but also on vague questions, 'I do not know where to start', learning…
Expert Redteam Review
Use when a user asks to evaluate a complex, high-impact, ambiguous, cross-functional, or hard-to-reverse decision; mentions expert panel, red team, adversarial review, rebuttal, judge, arbitration, risk review, challenge assumptions, poke holes, or wants stronger decision quality than a normal review.
Surge
Use when a user provides a PRD, spec, or detailed requirements document and needs a full project delivered through iterative expert orchestration — multi-round analyze/research/design/implement/QA cycles with convergence detection. NOT for: single-file edits, quick prototypes, simple Q&A, or tasks without a written spec.
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