No description
Phase 3 (L39, ST13, ST9, ST10). - L39: deleted codegen/seed-midi-devices.ts. It regenerated — and therefore silently CLOBBERED — the hand-tuned device schemas it had originally created. Its purpose is served and git retains it. Confirmed nothing invokes it (the root package.json that once might have was deleted in Phase 1). - ST13: moved the provenance artifact out of the repo root. AUDIT CORRECTION: the finding's proposed destination, schemas/midi_devices/synth-midi-cc.sources.json, would have BROKEN codegen and CI — generate-midi-devices.ts treats every *.json directly under that directory as a device template and ajv-validates it, and the sources file has no device_id/midi/params, so the generator would exit non-zero. It went to schemas/midi_devices/sources/ instead. - ST9: schemas/schema.json's own description stated the direction of truth BACKWARDS. Rewritten: schemas are canonical, codegen emits C++ and TypeScript. (The audit cited params_notes.md; the real path is schemas/modes/params_notes.md.) - ST10: codegen/README.md rewritten against current reality — it described retired playground paths and a phantom temp dir. Descriptions are never emitted, so this is behaviour-inert; proven by regenerating all four generated directories byte-identically. |
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|---|---|---|
| .github/workflows | ||
| .vscode | ||
| assets/media | ||
| codegen | ||
| docs | ||
| firmware | ||
| manifold | ||
| nisps | ||
| schemas | ||
| scripts | ||
| src | ||
| tests/cpp | ||
| vcv | ||
| .envrc | ||
| .gitignore | ||
| .gitmodules | ||
| AGENTS.md | ||
| ALIGNMENT.md | ||
| CLAUDE.md | ||
| LICENSE | ||
| MAP.md | ||
| README.md | ||
| synth-midi-cc.json | ||
Neural Interactive Shaping of Parameter Spaces
https://musicallyembodiedml.github.io/memlnaut/approaches/nisps
Firmware
The hardware firmware targets the MEMLNaut RP2350 build and uses repo-local helper scripts for the known-good build configuration:
git submodule update --init --recursive
scripts/build-firmware.sh
scripts/flash-firmware.sh
scripts/build-and-flash-firmware.sh
Notes:
- The scripts build for
rp2040:rp2040:solderparty_rp2350_stamp_xlwithOptimize3. - The build forces C++20 because the firmware uses
std::spanand concepts. build-firmware.shaccepts an optional variant name such asMEMLCeliumorBreakOr. Matching remains case-insensitive, somemlceliumstill works. If you omit it in an interactive shell, the script parsesMEMLNaut-NISPS.ino, prompts for a variant, and rewrites the activeMEMLNAUT_MODE_TYPEbefore building.flash-firmware.shaccepts an optional mountpoint argument, or auto-detects common UF2 bootloader mounts such as/run/media/$USER/RP2350and/run/media/$USER/RPI-RP2.
Manifold (browser app)
Try NISPS in your browser — no hardware required. Manifold is the React front-end running the same C++ engines + ML as the firmware, compiled to WASM:
cd manifold
bun install
bun run dev
Staging deployment: https://meml.lnfinitemonkeys.org/next/
Train a neural network to map input gestures to synth parameters through interactive machine learning: place examples, or use verdict-based feedback (explore-and-place, geometric dislike).
(The former SolidJS playground was retired in July 2026 — archived on branch
archive/playground-solidjs, tag playground-solidjs-final.)