Build a claim-to-source evidence matrix
Map each claim to the supplied document passages and expose unsupported conclusions.
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Map each claim to the supplied document passages and expose unsupported conclusions.
Group interview observations into themes without erasing minority views or inventing quotes.
Define a browser research question with source quality, freshness, and evidence requirements.
Turn an open question into a bounded research plan with credible sources and decision criteria.
Synthesize supplied material with traceable claims, disagreements, and limitations.
Combine supplied sources while keeping evidence, disagreement, and uncertainty visible.
Evaluate how well a supplied argument is supported and what would strengthen it.
Organize supplied papers into themes, methods, findings, and research gaps.
Translate a hypothesis into an interpretable test with metrics and guardrails.
Ask Gemini to compare supplied material while keeping evidence and assumptions visible.
Extract structured domain knowledge from AI models in-session or from local open-source models via Ollama. No API key needed.
Automatically fetch latest library/framework documentation for Claude Code via Context7 API. Use when you need up-to-date documentation for libraries and frameworks or asking about React, Next.js, Prisma, or any other popular library.
Convert narrative technical documents into grounded Mathematical Problem Specifications with variables, constraints, objectives, and uncertainty.
Protocol for token-efficient web research. Use when accessing URLs, GitHub repos, or running search queries. Prevents full-page fetching waste.
Semantic search, similar content discovery, and structured research using Exa API. Use when you need semantic/embeddings-based search, finding similar content, or searching by category (company, people, research papers, etc.).
Use when the user explicitly invokes CrossFrame or 跨尺度结构诊断 for Chinese-canonical structural diagnosis of complex relationships, organizations, institutions, public disputes, or long-term evolution.
Use when CrossFrame Suite routes explicit Chinese casebook work: turning materials into reusable cases, anonymized entries, mechanisms, and retrieval indexes.
Use only when the user explicitly names crossframe-critical for a Chinese structural critique dossier, article plan, or long-form critical essay.
Use when CrossFrame Suite routes explicit Chinese proposition testing, debate analysis, hidden-premise review, rebuttal design, or withdrawal condition checks.
Use when CrossFrame Suite routes explicit Chinese notes for books, theories, articles, excerpts, bidirectional reading, absorption, or conflict mapping.
Use when explicit CrossFrame output needs review for reasoning fidelity, evidence boundaries, source anchors, concept drift, article collapse, or repair steps.
Use when the user explicitly invokes CrossFrame Suite for Chinese structural diagnosis workflows across relationships, organizations, public issues, philosophy, research, or essay output.
When the user wants to conduct, analyze, or synthesize customer research.
Use DeepAPI for supported scraping, research, and email workflows with explicit credentials and approval.
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