Add recipe: Socratic AI dialogue for technical learning#10
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Add recipe: Socratic AI dialogue for technical learning#10lawrenceberry wants to merge 1 commit into
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…rning Documents the workflow of using targeted, iterative AI dialogue to build deep understanding of a technical topic — illustrated by an 18-exchange session on IMEX Runge-Kutta and Rosenbrock ODE solvers that produced a 4,000-word reference document covering theory through CMB application. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Pull request overview
Adds a new AI Cookbook recipe documenting a “Socratic deep dive” workflow for targeted, iterative AI dialogue to build technical understanding, with both a card entry and a long-form companion page rendered under /cookbook/.
Changes:
- Added a new long-form recipe page at
/cookbook/socratic-deep-dive/with frontmatter aligned to the recipe schema and content starting at##(no duplicate H1). - Appended a matching recipe card entry to
_data/recipes.ymlso the recipe appears in the cookbook index and links to the companion page.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated no comments.
| File | Description |
|---|---|
_recipes/socratic-deep-dive.md |
Adds the companion long-form recipe page with matching id and cookbook content. |
_data/recipes.yml |
Registers the new recipe card (matching id) so it appears on /cookbook/ and links to the long-form page. |
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Summary
socratic-deep-diverecipe card to_data/recipes.yml_recipes/socratic-deep-dive.md(renders at/cookbook/socratic-deep-dive/)Recipe content
Case study: An 18-exchange Gemini conversation starting from "how do IMEX RK methods work?" that built precise understanding of IMEX-Rosenbrock-Wanner ODE solvers, ending with a commissioned 4,000-word synthesis document.
Three principles documented:
Key insight: The stiffness question for CMB Einstein-Boltzmann equations (ARK vs PRK) emerged from a student-formed hypothesis — this is the kind of domain-connected learning a textbook cannot produce on demand.
Test plan
script/cibuildexits 0 ("It builds!")/cookbook/socratic-deep-dive/returns 200 on local server/cookbook/returns 200 (card visible)id, filename, and frontmatter all agree onsocratic-deep-dive🤖 Generated with Claude Code