DjProducerTool

DJProducerTools – Extended Manual (v1.0.0, EN)

Fundamentals

• State: BASE_PATH/_DJProducerTools/{reports,plans,logs,config,quarantine,venv}. Use HOME_OVERRIDE=/path to isolate; avoid system disk and root.
• Safety: SAFE_MODE=1, DJ_SAFE_LOCK=1, DRYRUN_FORCE=0. --dry-run forces simulation. confirm_heavy for heavy ops.
• Minimal deps: bash, python3, ffprobe, sox, jq. Optional: ffmpeg (transcode/keyframes), librosa (BPM/onsets), python-osc, pyserial, onnxruntime/tensorflow (ML).
• Offline: DJPT_OFFLINE=1 forces heuristics/mocks; DJPT_TF_MOCK=1 avoids TF downloads.

Quick CLI usage & global flags

• Run: ./scripts/DJProducerTools_MultiScript_EN.sh (or _ES.sh). Use --help, --version, --test for quick checks.
• Override base: HOME_OVERRIDE=/path ./scripts/DJProducerTools_MultiScript_EN.sh to keep _DJProducerTools away from system disk.
• Force offline ML: DJPT_OFFLINE=1 ./scripts/DJProducerTools_MultiScript_EN.sh (applies across TF Lab flows).
• Force mock TF: DJPT_TF_MOCK=1 to skip TF downloads.
• Safe toggles (default on): SAFE_MODE=1, DJ_SAFE_LOCK=1; DRY global: DRYRUN_FORCE=1 for commands that support dry-run (ffmpeg/rsync helpers).
• General roots: GENERAL_ROOT=/path for duplicate submenus; EXTRA_SOURCE_ROOTS=/pathA,/pathB for consolidation.

Safety workflow (step by step)

1) Ensure SAFE_MODE=1, DJ_SAFE_LOCK=1, DRYRUN_FORCE=0 (default). Menu re-prompts to restore if set to 0. 2) Scan/catalog (6, 9, 10) before moving anything. Review TSVs. 3) Backups: 7/8 (rsync) and snapshot 27. Do this before quarantine/moves. 4) Apply moves only with Safe/Lock off and after manual confirmation (11, DMX send, etc.). 5) Use DJPT_OFFLINE=1 for labs when you cannot download models. Use --dry-run flags when offered.

Core (1–12)

• 1 Status: base/state, flags, recent reports/logs (read-only).
• 2 Change Base: reinit state; no file moves.
• 3 Volume summary: du -sh + recent reports.
• 4/5 Top dirs/files: size ranking (read-only).
• 6 Scan workspace: full listing -> reports/workspace_scan.tsv (warn on huge trees).
• 7/8 Backups: rsync _Serato_ and DJ metadata (respect Safe/Lock/DRY; confirm_heavy).
• 9 Hash index (SHA-256): reports/hash_index.tsv (heavy).
• 10 Exact dupes plan: plans/dupes_plan.tsv/json (KEEP/QUARANTINE).
• 11 Apply quarantine: reversible moves to quarantine/<hash>/file (confirm required).
• 12 Quarantine manager: list/restore/delete (blocked by Safe/Lock).

Example safe flow: 6 → 9 → 10 (review TSV) → 11 only if Safe/Lock=0 and not DRY.

Media / Organization (13–24)

• 13 ffprobe corrupt: media_corrupt.tsv.
• 14 Playlists per folder: playlist.m3u8 per audio dir.
• 15 Relink helper: rel/full paths -> TSV.
• 16 Mirror-by-genre plan: placeholder.
• 17 Find DJ libs: detect Serato/Traktor/Rekordbox/Ableton.
• 18 Smart rescan: full TSV with progress.
• 19 Tools diag: ffprobe/shasum/rsync/find/ls/du presence.
• 20 Ownership/flags plan: chown/chmod TSV.
• 21/22 Symlink cmd: dj, dj-en, dj-es (blocked if Safe).
• 23/24 Toggle SAFE_MODE / DJ_SAFE_LOCK.

Processes / Cleanup (25–39)

• 26 Export/Import state: DJPT_state_bundle.tar.gz.
• 27 Fast hash snapshot: quick hash TSV.
• 28 Logs viewer.
• 29 Toggle DRYRUN_FORCE.
• 30/31 Tags plans/reports: placeholders.
• 32 Video REPORT: ffprobe -> reports/serato_video_report.tsv/json.
• 33 Video PREP: transcode plan H.264 1080p -> plans/serato_video_transcode_plan.tsv/json; choose codec auto/videotoolbox/nvenc/libx264; can run ffmpeg (asks, respects DRY). Codec recorded in plan.
• 34 Normalize names plan; 35 Samples by type; 36–39 web clean/whitelist.

Example transcode (hw accel): Menu 33 → codec auto → run ffmpeg? y → if DRYRUN_FORCE=1, prints commands only.

Duplicates / Consolidation (D submenu)

• D1 General catalog (uses GENERAL_ROOT), D2 Duplicates by basename+size, D3 Smart report (ML hints).
• D4 Multi-disk consolidation plan (destination vs sources) → plans/consolidation_plan.tsv + helper consolidation_rsync.sh.
• D5 Exact dupes by hash (multi-root), D6 inverse consolidation (mark leftovers in sources), D7 matrioshka folders, D8 mirror folders by content, D9 audio similarity (YAMNet, TF).
• D10 Batch rsync helpers: splits consolidation_plan.tsv into consolidation_rsync_batchXX.sh (default 50 GB per batch), uses real file size, skips missing with warnings, prints per-batch summary (files + GB) and total; only generates scripts (Safe/Lock informative).

ML / Deep (40–52, 62–67)

• 40 Smart analysis (JSON), 41 heuristic predictor, 42 efficiency checklist, 43 smart workflow, 44 integrated dedup (placeholder), 45–48 org/metadata/backup/sync plans.
• 49 BPM/onsets: flags --tempo-min/--tempo-max, --max-duration; outputs BPM, confidence, key, energy, beat_count, first_beat_sec.
• 50 API/OSC server: HTTP /status,/reports,/dupes/summary,/logs/tail; OSC /djpt/ping,/djpt/status; optional Bearer token (unauthorized if missing); pid _DJProducerTools/osc_api_server.pid.
• 62 ML evolutive (opt-in scikit-learn), 63 Toggle ML, 64 Install TF.
• 65 TF Lab: models yamnet/musicnn/musictag/clap_onnx/clip_vitb16_onnx/musicgen_tflite/sentence_t5_tflite; DJPT_OFFLINE=1 for mocks. Outputs: embeddings, tags, similarity, anomalies, segments, loudness, matching, video_tags, music_tags, mastering (TSV).
• 66 LUFS plan: target/tolerance (pyloudnorm optional).
• 67 Auto-cues: onsets/segments (librosa if present).

Example TF Lab offline: DJPT_OFFLINE=1 + model clap_onnx in 65.1/65.2 (uses onnxruntime if present, else mock). Example API with token: Menu 50 → set token → curl with Authorization: Bearer <token>; OSC /djpt/ping with token arg returns “pong”.

Visuals / OSC / DMX (V submenu)

• V1 Ableton .als report; V2 Visuals inventory (ffprobe); V3 Send DMX plan (ENTTEC; Safe/Lock/DRY ⇒ dry-run; logs in logs/dmx_*.log).
• V4/V5 Video report+plan (same as 32/33); V6 resolution/duration; V7 visuals by resolution (plan); V8 visuals dupes; V9 optimize plan; V10 playlist→OSC; V11 playlist→DMX timed; V12 DMX presets template.

Why & Advantages

• SHA-256 + quarantine: exact dedupe, reversible, low risk.
• rsync backups: incremental, rollback-friendly.
• Video transcode: H.264 1080p compatibility; hw accel if available; ffmpeg opt-in/DRY-aware.
• API/OSC token: lightweight guard on shared nets; minimal endpoints avoid exposing data.
• BPM/librosa: tempo bounds + duration balance speed vs accuracy; beats help cueing without writing tags.
• ML local: privacy (no cloud); DJPT_OFFLINE guarantees fallback; ONNX/TFLite for lighter setups.
• DMX/OSC dry-run: simulation always possible; logs help validate without hardware.
• Packaging: git archive -o ../DJProducerTools_WAX.zip HEAD (include djpt_icon.icns); docs/internal export-ignore keeps collaborator material out.

---

Legacy wiki summary (merged)

• What/for whom: Clean/organize Serato/Rekordbox/Traktor/Ableton libs (audio/video/DMX), safe backups, exact dupes + advanced plans, optional local ML.
• Main files: DJProducerTools_MultiScript_ES.sh / _EN.sh; install_djpt.sh for quick download.
• Quick install: install_djpt.sh snippet with curl (downloads EN/ES and chmod +x).
• Requirements: macOS + bash; python3; space in _DJProducerTools/; optional ML (300–600 MB depending on stack).
• Basic use: run EN/ES script (double-click keeps window); creates _DJProducerTools/ in BASE_PATH.
• Disk layout: config/reports/plans/quarantine/logs/venv under _DJProducerTools/ (detailed above).
• Safety/modes: Safe/Lock/DRY; confirmations; no destructive actions without prompt.
• Grouped menus: Core, Media/Org, Processes/Cleanup, Deep/ML, Extras, Automations (21 chains A/68), submenus L/D/V/H.
• Automated chains: 21 predefined flows (backup+snapshot, dedupe/quarantine, cleanup, show prep, integrity, efficiency, ML, sync, visuals, etc.).
• Outputs/plans: reports/ (hashes, corrupt, catalogs, playlists, ML), plans/ (dupes, workflows, sync, integration), quarantine/, logs/.
• ML notes: optional installs; TF only if chosen; ML can be disabled (63). Venv isolated in _DJProducerTools/venv.
• Best practices: hash+plan before moves; backup/snapshot first; exclude caches/heavy dirs; mirror check (61) for multi-disk.
• Visual assets: menu SVG/PNG, banners; can be linked in README/wiki.
• License: DJProducerTools License (Attribution + Revenue Share 20%); see LICENSE.

---

Option-by-option details (extended)

Core (1–12)

• 1 Status: shows BASE_PATH, SAFE/LOCK/DRY, recent reports/logs (read-only).
• 2 Change Base: re-init _DJProducerTools under new BASE_PATH (creates if missing). Does not move media.
• 3 Volume summary: du -sh on BASE_PATH/state; lists recent plans/reports.
• 4/5 Top dirs/files: size ranking; read-only.
• 6 Workspace scan: full listing -> reports/workspace_scan.tsv; use exclusions in config/djpt.conf to skip caches.
• 7/8 Backups: rsync _Serato_ and DJ metadata. Safe/Lock respected; confirm_heavy on large runs; DRY prints commands.
• 9 Hash index: SHA-256 under BASE_PATH -> reports/hash_index.tsv; can be slow.
• 10 Exact dupes plan: consumes hash_index -> plans/dupes_plan.tsv/json with KEEP/QUARANTINE.
• 11 Apply quarantine: moves to _DJProducerTools/quarantine/<hash>/file; blocked if Safe/Lock=1; asks confirmation.
• 12 Quarantine manager: list/restore/delete; Safe/Lock gates destructive actions.

Media / Organization (13–24)

• 13 ffprobe corrupt -> media_corrupt.tsv (path

  error); needs ffprobe.

• 14 Playlists per folder -> playlist.m3u8 per audio dir.
• 15 Relink helper: relative/full paths TSV for DAWs.
• 16 Mirror-by-genre plan: placeholder TSV (no writes).
• 17 Find DJ libs: detect Serato/Traktor/Rekordbox/Ableton roots.
• 18 Smart rescan: TSV with size/mtime/type; progress bar.
• 19 Tools diag: ffprobe/shasum/rsync/find/ls/du presence.
• 20 Ownership/flags plan: chown/chmod TSV (does not apply).
• 21/22 Symlink cmd install/remove dj/dj-en/dj-es; blocked by Safe/Lock.
• 23/24 Toggle SAFE_MODE / DJ_SAFE_LOCK with confirmation.

Processes / Cleanup (25–39)

• 26 Export/Import state bundle DJPT_state_bundle.tar.gz (config/reports/plans/logs/quarantine).
• 27 Fast hash snapshot -> reports/hash_snapshot.tsv.
• 28 Logs viewer: tails _DJProducerTools/logs/*.
• 29 Toggle DRYRUN_FORCE (forces dry-run when supported).
• 30/31 Tags plan/report: placeholders (TSV only).
• 32 Video report: ffprobe inventory -> TSV/JSON (codec, resolution, duration, bitrate).
• 33 Video prep: choose codec auto/videotoolbox/nvenc/libx264; writes plan TSV/JSON, asks to run ffmpeg; honours DRYRUN_FORCE.
• 34 Normalize names plan; 35 Samples by type; 36–39 Web clean/whitelist TSVs.

Duplicates / Consolidation (D)

• D1 Catalog general (uses GENERAL_ROOT).
• D2 Duplicates by basename+size -> general_dupes_plan.tsv/json.
• D3 Smart report with ML hints (text + TSV).
• D4 Multi-disk consolidation: destination vs sources, outputs consolidation_plan.tsv + consolidation_rsync.sh (plan only).
• D5 Exact dupes by hash (multi-root, optional max depth/size + excludes).
• D6 Inverse consolidation: mark leftovers in sources already present in destination (size threshold optional).
• D7 Matrioshka folders (structure duplicates) -> TSV KEEP/REMOVE suggestions.
• D8 Mirror folders by content (hash listings) -> TSV.
• D9 Audio similarity (YAMNet TF) with presets (fast/balanced/strict).
• D10 Batch rsync helpers: input consolidation_plan.tsv, batch size GB (default 50), min free GB check (default 20), optional --remove-source-files. Generates consolidation_rsync_batchXX.sh with space check, rsync version autodetect (drops --protect-args if unsupported), logs to _DJProducerTools/logs, skips missing with warning, shows per-batch files/GB and totals. Safe/Lock informative; generation no mueve archivos.

ML / Deep (40–52, 62–67)

• 40 Smart analysis JSON; 41 heuristic predictor; 42 efficiency checklist TSV; 43 smart workflow TSV; 44 integrated dedup placeholder.
• 45 Org plan; 46 Metadata harmonizer; 47 Predictive backup; 48 Cross-platform sync (TSV/JSON).
• 49 BPM/onsets: --tempo-min/--tempo-max --max-duration; outputs bpm/conf/key/energy/beat_count/first_beat_sec (librosa).
• 50 API/OSC: start/stop server; set port/token. HTTP /status,/reports,/dupes/summary,/logs/tail; OSC /djpt/ping,/djpt/status; unauthorized if token missing; PID stored.
• 62 ML evolutive (scikit-learn opt-in); 63 toggle ML; 64 install TF.
• 65 TF Lab: models yamnet/musicnn/musictag/clap_onnx/clip_vitb16_onnx/musicgen_tflite/sentence_t5_tflite; respects DJPT_OFFLINE/DJPT_TF_MOCK; outputs embeddings/tags/similarity/anomalies/segments/loudness/matching/video_tags/music_tags/mastering TSV. Warns and falls back if runtime missing.
• 66 LUFS plan (pyloudnorm+soundfile optional); 67 Auto-cues (librosa onsets/segments).

TF Lab models & offline first

DJPT_OFFLINE=1 keeps every TF Lab command in heuristic/mock mode; the flag can be set globally (menu prompt or shell environment) before opening the menu. When you unset it (DJPT_OFFLINE=0 or skip the --offline flag) and install the optional runtimes (onnxruntime, tflite-runtime, tensorflow), the submenu 65 flows load:

• TensorFlow Hub: yamnet, musicnn, musictag.
• ONNX: clap_onnx (audio+text), clip_vitb16_onnx (video), sentence_t5_tflite (text prompts/matching).
• TFLite: musicgen_tflite (lightweight embeddings and tags). Use ./lib/ml_tf.py download_model --name <model> (also menu 65.15) to cache weights under _DJProducerTools/venv/models or the DJPT_MODELS_DIR environment. When a runtime is missing, the CLI warns and falls back to hash-based embeddings, so the sequence always completes.

music_tags now combines CLAP embeddings with MUSIC_TAG_PROMPTS, while video_tags grabs ffmpeg keyframes and runs them against CLIP prompts. Matching/anomalies/segments/loudness/mastering re-use embeddings through DJPT_SHARED_CORPUS/SHARED_CORPUS_DIR, so a single deep analysis per disk can be reused across others.

MusicBrainz online metadata

The master report (menu 65.14) also accepts --online/--query to hit MusicBrainz, appending title, artist, release date to reports/ml_master_report.tsv. It respects DJPT_OFFLINE: the request runs only when you explicitly toggle --online. This gives a reliable external reference for cross-checking local analyses.

Resilient Acoustic Recognition with ShazamIO (Integrations Menu - Option 9)

Designed to identify full tracks, vinyl rips, sample chops, and untagged audio across all three ecosystem environments:

• Akai MPC Sample (/Volumes/MPCSMPL): Acoustic identification of orphaned chops and vinyl samples.
• Serato DJ Pro (/Volumes/SanDisk SSD/00_SERATO_MUSICA): Resolving “Track 01” files, live sessions, and tracks lacking ID3 tags.
• Production & Ableton / SP-404 (/Volumes/samsung PSSDT7): Audio stem traceability and sample clearance.

5-Layer Resilience Architecture

1. Heuristic Guard: Immediately skips short one-shots (<150 KB or <3.2s like isolated kicks or snares) to avoid wasting network calls.
2. Ultra-Fast SQLite Cache: Located at ~/.DJProducerTools/shazam_cache.db with chunk hashing (first 128 KB + last 128 KB + total size). Repeated queries respond in 0.001 ms ([CACHE HIT]).
3. Async Concurrency & Timeout Control: asyncio.Semaphore(3) and strict 8.0s timeout per file to prevent hanging sockets.
4. Decoupled FFmpeg Audio Sanitizer: If the audio file header or container is malformed, extracts a pristine 16-bit 44.1 kHz PCM chunk on-the-fly.
5. Autonomous Offline Heuristic Fallback: If network fails or no match is found on Shazam servers, heuristically parses artist, clean title, and mix/version from filename and directory path without raising unhandled exceptions.

Output: structured TSV report (_DJProducerTools/reports/shazam_matches.tsv) with columns: file_path, match_status, title, artist, album, genre, shazam_url.

Visuals / OSC / DMX (V)

• V1 Ableton .als quick report; V2 Visuals inventory; V3 DMX send plan (ENTTEC dry-run by default, logs frames); V4/V5 video report/plan; V6 resolution/duration; V7 visuals by resolution; V8 visuals dupes; V9 optimize plan; V10 playlist→OSC; V11 playlist→DMX timed; V12 DMX presets template (edit channels/values for your rig).

Automation (A/68)

• 21 predefined chains (backup+snapshot, dedupe/quarantine, cleanup, show prep, integrity, efficiency, ML, sync, visuals, etc.). Safe/Lock/DRY are respected. Option 68 installs Python deps in venv.

Safety and modes

• Defaults: SAFE_MODE=1, DJ_SAFE_LOCK=1, DRYRUN_FORCE=0. Do not disable without reviewing plans.
• Offline: DJPT_OFFLINE=1 forces heuristics; DJPT_TF_MOCK=1 avoids TF downloads; applies across TF Lab flows.
• Avoid root/system disk; heavy actions prompt via confirm_heavy_action.

Install / venv / deps

• Minimal deps: bash, python3, ffprobe, sox, jq. Optional: ffmpeg, librosa, python-osc, pyserial, onnxruntime/tflite-runtime, tensorflow.
• Venv path: _DJProducerTools/venv (BASE_PATH-local). To rebuild: python3 -m venv _DJProducerTools/venv && source _DJProducerTools/venv/bin/activate && pip install --upgrade pip.
• Fresh install: use install_djpt.sh snippet (downloads EN/ES, chmod +x).

Outputs and logs

• Plans: _DJProducerTools/plans/*.tsv/json; reports: _DJProducerTools/reports/*; logs: _DJProducerTools/logs/*; quarantine: _DJProducerTools/quarantine/; batch helpers: _DJProducerTools/plans/consolidation_rsync_batchXX.sh.

Practical recipes

• Safe dedupe: 6 → 9 → 10 (review) → disable Safe/Lock if applying → 11 quarantine.
• Multi-disk merge: D4 plan → D10 batches (50 GB chunks) → run helpers manually.
• Video prep: 32 report → 33 codec auto → confirm ffmpeg (or DRY print).
• BPM cues (no tag writes): 49 with --tempo-min 70 --tempo-max 180 --max-duration 600; use beat_count/first_beat_sec.
• API with token: menu 50 set token; curl -H "Authorization: Bearer TOKEN" http://127.0.0.1:9000/status.
• CLI one-liners:
  • Minimal dry run (offline ML): DJPT_OFFLINE=1 DRYRUN_FORCE=1 ./scripts/DJProducerTools_MultiScript_EN.sh --test
  • Base override sandbox: HOME_OVERRIDE=/tmp/djpt_sandbox ./scripts/DJProducerTools_MultiScript_EN.sh
  • TF Lab mock: DJPT_TF_MOCK=1 ./scripts/DJProducerTools_MultiScript_EN.sh then go to 65.
  • Fast video plan from terminal (no menu): BASE_PATH=/your/base ./scripts/DJProducerTools_MultiScript_EN.sh --dry-run then pick 33 and answer N to run.

Advanced adjustments & tuning (per section)

• Safety & state: keep Safe/Lock=1 unless applying a reviewed plan; DRYRUN_FORCE=1 for ffmpeg/rsync helpers when testing. Prefer HOME_OVERRIDE to isolate state and avoid mixing with legacy ~/.DJProducerTools.
• Exclusions: edit config/djpt.conf or use menu 57 to skip caches (*/Cache/*, *.asd, DAW temp). Reduces false positives in dupes and speeds scans.
• Hash/dupe plans: for huge trees set max depth/size in D5; for hashed dupes set exclusions to avoid large video/stems if not needed. Always review plans/dupes_plan.tsv before option 11.
• Consolidation (D4/D10): set batch size to fit free space (20–50 GB recommended). Use min free GB guard (default 20). Paths with trailing spaces are preserved—run helpers from terminal to keep quoting. Logs in _DJProducerTools/logs/*.log. Add --remove-source-files only when you’re sure copies succeeded and want to clean sources.
• Video prep (33/V5): codec auto will prefer hardware (videotoolbox) if available; fall back to libx264. DRYRUN_FORCE prints ffmpeg commands only. Plans include codec used; audio defaults to AAC 160 kbps unless you override inside script settings.
• BPM (49): narrow --tempo-min/--tempo-max for speed/accuracy; --max-duration caps long files. Outputs beats/first beat for cueing; no tag writes.
• API/OSC (50): set token for shared networks; HTTP is local-only by default. OSC unauthorized if token missing. PID saved; use menu to stop cleanly.
• TF Lab (65): choose model based on resources (ONNX/TFLite for light CPU, TF for full). Use DJPT_OFFLINE=1 to avoid downloads; DJPT_TF_MOCK=1 to force mocks. Outputs: embeddings/tags/similarity/anomalies/segments/loudness/matching/video_tags/music_tags/mastering TSV under reports/.
• DMX/OSC send (V3/V10/V11): Safe/Lock/DRY block live send; logs frames. Review presets (V12) and adjust channel maps before use.
• Automation (A/68): each chain honors Safe/Lock/DRY when applicable. For big moves, run chains with DRYRUN_FORCE=1 first to inspect.
• Space checks: use option 59 (health) and D10 min-free guard. For staging to an external disk, regenerate plan or edit batch scripts to point to the staging path.

Performance, troubleshooting, and best practices

• Rsync compatibility: older macOS rsync may not support --protect-args; D10 auto-detects. If you run manual rsync, prefer rsync -av --info=progress2 source dest and keep paths quoted.
• Disks with low space: run D10 with smaller batches (10–20 GB) and high min-free threshold. Use option 59 to watch free space; stop batches if <15–20 GB remain.
• Paths with spaces/trailing spaces: avoid trimming; drag&drop is safe. D10 preserves quoting; run helpers from terminal, not copy/paste without quotes.
• Legacy state: if ~/.DJProducerTools exists, use HOME_OVERRIDE=/new/state to avoid mixing. The menu warns if legacy state is found.
• Logs and noise control: D10 logs per batch in _DJProducerTools/logs. For ffmpeg-heavy runs, keep DRYRUN_FORCE on to inspect commands first.
• Testing quick checks: ./scripts/VERIFY_AND_TEST.sh --fast for syntax/structure; --fast skips network/URLs. For TF/ML, ensure venv is active and runtimes installed.
• When Safe/Lock are 0: the menu will ask to restore to 1/1. Keep them off only while applying a reviewed plan (e.g., option 11) and re-enable afterwards.
• ffmpeg availability: if ffmpeg is missing, video plan still generates TSV/JSON but won’t run transcodes; install ffmpeg for full flow.
• OSC/API security: set a token when on shared networks; endpoints are minimal and local-only by default.
• DMX hardware: ENTTEC/serial send is guarded by Safe/Lock/DRY. Always test dry-run and confirm channel maps before live use.

License

• DJProducerTools License (Attribution + 20% revenue share on derivatives/commercial). Keep credit; see LICENSE.

This site is open source. Improve this page.