Self-validating generation, STEM scene library, 212 interactive curriculum demos, and a step-by-step tutor#3

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parameterized-demos

Commits on Jun 13, 2026

Refine generation→repair pipeline: resilience, latency, converging repairs

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Commits on Jun 14, 2026

Harden server: catch-all 500 + client-disconnect guard

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Faster + more reliable generation: validator, auto-fixer, library, cache

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Validator catches off-screen draws (data-vs-pixel coordinate mixups)

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Integrate 50-scene verified STEM library + smarter retrieval

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Commits on Jun 15, 2026

Validator catches motion that drifts off-screen and never loops

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Merge main into refine-generation-repair-pipeline (resolve squash-merge conflicts)

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Catch drifting-subject motion + steer the model away from it up front

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Pedagogy: teach the mechanism, don't solve the student's problem

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Run VisualLM as an app: one-click launcher + native-window option

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Fix Pylance type error: narrow node path before subprocess.run

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Commits on Jun 16, 2026

Build VisualLM as a real macOS app (double-click .app + custom icon)

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App foundation: in-process entry point + frozen-aware asset paths

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Self-contained app: PyInstaller bundle (dist/VisualLM.app)

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Test coverage for the app launcher (launch.py + app_main)

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Fix auto-fixer corrupting scenes that declare their own PI/TAU/math-fn names

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Fix sanitize_code corrupting t/H/ctx used as call or array values

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Lock sanitize_code unwrap behavior with edge-case tests

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Commits on Jun 18, 2026

Interactive curriculum demos: classify topic, fill in values, learn the why

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Tutor: step-by-step problem solver + robust LaTeX cleanup

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Commits on Jun 23, 2026

Add 200 interactive Algebra 1 / Algebra 2 / Precalculus demos

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Commits on Jun 24, 2026

Commits on Jun 25, 2026

Add chemistry: 3D molecule structures + equation balancing

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Apply correctness-audit fixes to curriculum libraries

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render.yaml: deploy the parameterized-demos branch (full feature set)

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Add browser edition (static, client-side) + GitHub Pages

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Add 87 Geometry + front-half Calculus demos

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Commits on Jun 26, 2026

Add step-by-step worked-solution slides (triangle solver)

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Browser edition: lazy-load demos (fix upfront-load lag)

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Add 182 AP Physics + AP Chemistry demos

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Route classic equations correctly (E=mc^2, F=ma, PV=nRT, ...)

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Address evaluation: equation solver, routing, mobile, tutor regex, badge

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Commits on Jun 27, 2026

Declutter the browser-edition help card

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Commits on Jun 29, 2026

Code-only AI, canvas light theme, pro value controls, desktop installer

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Commits on Jun 30, 2026

Resizable AI Tutor + app-shell layout; allow file:// previews

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Commits on Jul 1, 2026

Study Packs (DLC) + resizable columns + working Quick Questions

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Package DLCs as .zip folders (import + export)

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