Create or review structured study notes from narrative, case-based, parable, dialogue, puzzle, or problem-framing sources where the learning unit is misframing → reframing → consequence → reader application. Do not use for ordinary expository textbooks,…
shunta-sato/agent-study-note-playbook
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Create or review structured study notes from technical essay collections, engineering blogs, opinionated practice books, industry criticism, and experience-based software or engineering writing where the learning unit is claim → reasoning → anecdote/context →…
Review textbook-style Markdown learning notes for semantic usefulness. Use for concept, method, pattern, antipattern, chapter, and review notes that should explain why an idea matters, when to use it, inputs/outputs, examples, pitfalls, relationships, and…
Final gate for structured study-note packs. In textbook-full-gate mode, verify textbook note-type contracts, deterministic checker results, representative semantic learning quality, tags, wikilinks, corruption scans, and publish/sync readiness. For narrative…
Create or refresh structured textbook study notes from books, PDFs, OCR text, or existing Markdown packs. Use for expository or technical textbook sources whose durable learning units are stable concepts, methods, processes, patterns, antipatterns, or…