translate-extract
Extract all Fitzgerald quotes from the metaphor analysis essay with chapter references. Use as the first step in the translation pipeline.
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Extract all Fitzgerald quotes from the metaphor analysis essay with chapter references. Use as the first step in the translation pipeline.
Look up official translations of Fitzgerald quotes from published Spanish/Chinese Gatsby texts. Use after translate-extract to find official translations.
Phase 7 of MIP pipeline - Generate final PDF document from the essay and appendix using pandoc.
Phase 4 of MIP pipeline - Create detailed essay outline with thesis, word budgets, and quote assignments for each section.
Phase 5 of MIP pipeline - Write the full analytical essay following the outline, hitting word targets, and including proper MIP analysis for each quote.
Phase 2 of MIP pipeline - Orchestrate parallel annotation of all 9 chapters using subagents. Each chapter analyzed independently for metaphors.
Phase 3 of MIP pipeline - Cluster all metaphor annotations into 4 major CMT systems, with quantitative analysis.
Phase 6 of MIP pipeline - Verify all quotes against source text, validate quantitative claims, and generate the appendix with sample annotations.
Translate the metaphor analysis essay to Spanish or Mandarin, using official quote translations. Use when translating analysis.md to another language.
Interview user in-depth about what they're building, then write a comprehensive spec. Use when the user wants to plan a feature, design a system, or needs help defining requirements.
Phase 1 of MIP pipeline - Research Gatsby metaphor scholarship, establish seed CMT systems, and document MIP procedure for annotators.
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