From grimoire
Transforms passive reading into active comprehension using the SQ3R method (Survey, Question, Read, Recite, Review) for dense non-fiction texts.
How this skill is triggered — by the user, by Claude, or both
Slash command
/grimoire:apply-sq3rThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Transform passive reading into active comprehension by Surveying structure, generating Questions, Reading to answer them, Reciting from memory, and Reviewing gaps — the five-step method proven to double retention compared to re-reading the same material.
Transform passive reading into active comprehension by Surveying structure, generating Questions, Reading to answer them, Reciting from memory, and Reviewing gaps — the five-step method proven to double retention compared to re-reading the same material.
Adopted by: Taught in academic skills programs at virtually all research universities in the US, UK, Australia, and Canada. Found in Woolfolk's "Educational Psychology" (12th ed., used in teacher training worldwide), AVID college-readiness curriculum (US, 600,000+ students), and UK university study skills programs (Oxford Learning Institute, University of Edinburgh). The National Council of Teachers of English and International Literacy Association both endorse active reading strategy instruction of which SQ3R is the canonical implementation. Impact: Hattie's Visible Learning (2009, 800+ meta-analyses) reports an effect size of 0.55–0.58 for comprehension strategy instruction — well above the 0.40 threshold for meaningful educational interventions. National Reading Panel (2000) meta-analysis identified question generation (SQ3R's Q step) as one of 7 strategies with the strongest evidence for reading comprehension improvement. The critical mechanism is the Recite step: Roediger & Karpicke (2006) found a single retrieval practice attempt produced 50% better long-term recall than re-studying the same material for equal time. Re-reading alone (the default approach) is rated low utility by Dunlosky et al. (2013) across 10 learning techniques studied. Why best: Passive re-reading — the default strategy most learners use — produces an illusion of knowing (fluency without recall). SQ3R forces two high-impact mechanisms at the right moments: question generation before reading (activates prior knowledge, creates purpose) and retrieval practice after reading (the Recite step encodes the material rather than just re-exposing the reader to it). Highlighting and annotation alone are rated "low utility" by Dunlosky et al. because they don't involve retrieval; SQ3R builds retrieval into the reading workflow.
Sources: Robinson (1946) "Effective Study"; Hattie (2009) "Visible Learning"; National Reading Panel (2000); Dunlosky et al. (2013) Psychological Science in the Public Interest; Roediger & Karpicke (2006) Psychological Science
Before reading a word of body text, skim the entire chapter or document:
Survey checklist:
□ Title and subtitle
□ All headings and subheadings (read every one)
□ Introduction (first paragraph)
□ Conclusion or summary (last paragraph or "Summary" box)
□ Bold or italicized terms
□ Figures, tables, and their captions
□ Any review questions at the end
Goal: build a mental scaffolding of the structure. After surveying, you should be able to answer: "What are the 4–6 main topics covered?" without having read the text. If you cannot, survey again.
Why before reading: Survey activates relevant prior knowledge and sets up "slots" in working memory for new information to attach to. Reading without a mental map is like assembling furniture without looking at the picture first.
Convert every heading and subheading into a specific question. Write each question on paper or in a notes document.
Transformation examples:
Heading: "The Limbic System"
Question: "What is the limbic system and what does it do?"
Heading: "3.2 Caching Strategies"
Question: "What caching strategies exist and when should each be used?"
Heading: "Causes of the 1929 Crash"
Question: "What caused the 1929 stock market crash?"
Write questions before reading — don't generate them during reading. The act of forming questions is what activates purpose and curiosity. Leave space after each question for your answer (Step 4).
Aim for 1 question per heading/subheading. A 20-page chapter with 8 headings → 8 questions.
Read one section at a time to answer the question you wrote for that section:
Do NOT read the whole chapter before doing Step 4. Complete Steps 3–4 section by section.
After reading each section: close the book or scroll up so the text is not visible. Answer the question for that section from memory, in writing.
Rules for Recite:
- Write 1–3 complete sentences, not bullet fragments
- Do not look at the text while writing
- If you cannot answer, note specifically what you don't know: "I couldn't recall the
three phases — I remembered two of them"
- After writing from memory, open the text and check accuracy
- Correct errors immediately — do not leave wrong answers uncorrected
This is retrieval practice. The difficulty of recalling from memory (not just recognizing text) is what drives encoding into long-term memory. If reciting feels effortless, it means you haven't closed the text — close it.
Optional Reflect step (PQ4R variant — Thomas & Robinson, 1972): After reciting each section, add one sentence connecting the material to prior knowledge: "This relates to X because..." or "This contradicts what I knew about Y because...". Dunlosky et al. (2013) rates elaborative interrogation at moderate utility — it improves retention most for complex theoretical material where connections to prior knowledge are non-obvious. Skip for factual or procedural content where connections are not meaningful.
Repeat Steps 3–4 for every section before proceeding to Step 5.
After completing all sections, review the whole material:
Review sequence:
1. Re-read your questions list (Step 2)
2. Answer each from memory without looking at your Step 4 answers
3. For any you cannot answer: re-read that section only
4. Write a 3-sentence summary of the entire chapter from memory
5. Connect to prior knowledge: "This relates to X because..."
6. Identify the 1–2 concepts you found hardest — flag for spaced repetition
Review should take 5–10 minutes for a typical textbook chapter. If it takes longer, you have too many unresolved gaps — go back to Step 4 for the failing sections.
npx claudepluginhub jeffreytse/grimoire --plugin grimoireDesign study strategies and instructional activities that use testing and recall to strengthen long-term memory through retrieval practice.
Extracts mental models, maps debates, generates discriminative questions, and runs Socratic tutoring from learning materials. Use for analyzing docs, structuring knowledge, tutoring sessions.