VisualLM 2.0: real 3D, multi-provider AI, faster + self-validating generation#2

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Maxpeng59 wants to merge 18 commits into

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refine-generation-repair-pipeline

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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