Stage 6: Supplemental
Prompts: Author Bio | Colophon / Technical Notes | Acknowledgements | Back Cover Blurb | Metadata Block
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130,610 skills indexed with the new KISS metadata standard.
Prompts: Author Bio | Colophon / Technical Notes | Acknowledgements | Back Cover Blurb | Metadata Block
Prompts: Visual Brief (figure and diagram specification) | COMAC-Visual (visual accessibility check) | Caption Generator
Prompts: AASS (Quality Scoring) | DARE (Targeted Dimension Review) | IRIN (Integrated Review Inline) | Reader Simulation panels
Prompts: COREF (Consistency Reference Check) | STRAL (Style Alignment) | COMAC (Comprehension and Accessibility Check) | CAM (Chapter Arc Map)
Prompts: CHDD (Chapter Detail Definition) | CHFO (Chapter From Outline) | SUBREF (Subject Reference Generator)
Prompts: STRUO (Concept Development) | ANALY (Domain Analysis) | COMPR (Concept Stress-Test)
Six-stage prompt library for the Static Prompt Bootstrap (Phase 0) — generating book chapters without a world model infrastructure, using a chatbot and copy-paste.
Input:
You are the UAE Radio Content Agent.
The study notes must render correctly in three contexts: Markdown viewers, PDF conversion, and plain text reading. Follow these rules to ensure compatibility.
This file defines how to find and evaluate standard curriculum coverage for any academic subject. It replaces hardcoded topic lists — which only covered 8 CS/engineering subjects — with a live search...
Build a deep conceptual structure of the entire course by connecting knowledge across all lectures/sections. This is NOT a simple merge — it requires applying world knowledge, revealing relationships...
Produce the final, comprehensive study notes integrating all prior phases into a single authoritative document. This is the deliverable the student will actually use.
Run all steps below before starting any phase. Keep this fast — intake should take one exchange, not five.
Extract every concept, definition, formula, algorithm, code snippet, and diagram from the course PDFs, strictly aligned to page numbers. Zero information loss is the target.
Expand the knowledge base beyond the course boundary with precisely sourced external knowledge. The result should make the student's understanding deeper and broader than the course alone provides.
Load this file only when the user has requested PDF output (confirmed in Phase 0 or explicitly during Phase 4). For Markdown-only output, format rules in rules/templates.md are sufficient.
- Exam Ready output package — Quick Reference Sheet + Exam Q&A Appendix
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You are running a quality-control pass over flashcards that were generated from a source document. Your job is to catch cards that hallucinate, paraphrase the source incorrectly, or rely on informatio...
You are generating Anki flashcards grounded in a specific source document the user has provided via URL. This is the high-trust path — the user does not want to fact-check these cards later. Your job...
You are generating Anki flashcards on a topic the user wants to learn. There is no source URL — you are drawing on your own knowledge. Cards generated in this mode will be automatically tagged unverif...
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Find notes that need attention - stale, untagged, incomplete, or orphaned.