Complex Problem-Solving Framework
Break a complex problem into causes, assumptions, options and an evidence-led decision path.
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Break a complex problem into causes, assumptions, options and an evidence-led decision path.
Compare options transparently using user-defined criteria instead of giving an unexplained recommendation.
Turn a messy brain dump into projects, tasks, priorities and a manageable next-action list.
Process a mixed stream of responsibilities, messages and tasks into decisions, priorities, drafts and follow-ups.
Structure a complex research task, distinguish evidence from inference and produce a useful synthesis from supplied or retrieved sources.
Explain and critically analyse a research paper without pretending to verify claims outside the supplied paper.
Assess how strongly supplied evidence supports a claim and identify overstatement, missing context and alternative interpretations.
Create an active-learning plan that teaches a topic through explanation, practice, retrieval and feedback.
Explain a difficult concept at the requested level using progressively deeper explanations and concrete analogies.
Build a realistic study plan using spaced review, retrieval practice and topic prioritisation.
Turn exam scope and weak areas into a focused revision, practice and test strategy.
Teach by asking carefully sequenced questions that reveal misconceptions and guide the learner to construct understanding.
Compare multiple supplied sources and produce a balanced synthesis showing agreement, disagreement and evidence gaps.
Turn open-ended survey responses into themes, evidence examples and decision-relevant insights.
Rebuild a resume around relevance, evidence and clear achievement language without inventing experience.
Align a resume with a job description while preserving truth and readability.
Run a realistic interview simulation, challenge weak answers and coach the candidate toward stronger evidence-based responses.
Create a concise tailored cover letter connecting genuine candidate evidence to the role.
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