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Sync: Complete project state with all MEGA SPRINT V1-V3 features and Codex stubs

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# MEGA SPRINT: PRO DJ ROADMAP V2
## Vision: From Track Generator to Autonomous Professional Virtual DJ
**Total Tasks: 100**
This overarching mega-sprint describes the progressive evolution of AbletonMCP-AI into a fully autonomous, professional DJ logic system capable of analyzing, mixing, transitioning, and performing full sets seamlessly.
The roadmap is divided sequentially into functional capability arcs. Each sprint acts as a foundational block for the next.
---
### ARC 1: Advanced Transition Engine (Tasks 1 - 20)
*Goal: Provide the agent with human-like transitioning skills, replacing harsh cuts with professional crossfades and frequency isolation techniques.*
1. **T001: Implement `apply_crossfade` macro**, spanning 2 clips for a specified length.
2. **T002: Create EQ Kill Logic**, adding low/mid/high frequency kill switches to `bus_routing`.
3. **T003: Automate Low-Kill Swap**, automatically killing the incoming track's bass until the swap point.
4. **T004: Filter Sweep Transitions**, implement high-pass/low-pass sweep curves matching typical DJ mixer filters.
5. **T005: Echo-Out Transition**, add an automated freeze-delay or reverb tail on the outgoing track.
6. **T006: Tempo-Ramp Transition**, create a linear BPM shift strategy across 8-16 bars.
7. **T007: Volume Fader Macro**, implement smooth, non-linear volume fades tailored for different genres.
8. **T008: Loop-to-Fade**, dynamically capture a 1-bar loop on the outgoing track while fading.
9. **T009: Reverse/Vinyl Stop**, simulate a turntable stop effect for dramatic drops.
10. **T010: Transition Gap Detection**, audit sets automatically for transitions lacking smoothness or frequency balance.
11. **T011: Implement "The Drop" Transition**, create silence (1 beat) right before the incoming drop.
12. **T012: Noise Riser Generation**, automatically synthesis/insert noise sweeps aligned to transition points.
13. **T013: Acapella Overlay Logic**, isolate vocals and extend them over the incoming track's intro.
14. **T014: Stutter Edit Macros**, implement 1/8th and 1/16th note looping build-ups.
15. **T015: Reverb Wash Transition**, apply a massive reverb macro with 100% wetness to mask clashes.
16. **T016: Impact/Crash Injection**, add transition impacts/cymbals automatically on the downbeat.
17. **T017: Backspin Simulation**, use pitch and time adjustments to emulate vinyl backspins.
18. **T018: Advanced Crossfade Shapes**, allow selection of exponential, logarithmic, and linear fading.
19. **T019: Sub-Bass Ducking**, dynamically sidechain the outgoing track's sub-bass to the incoming kick.
20. **T020: Integration Test: ARC 1**, perform a 10-minute automated mix showcasing exclusively advanced transitions.
---
### ARC 2: Real-time Harmonic & BPM Analysis (Tasks 21 - 40)
*Goal: The agent must understand Camelot wheel harmonics, key matching, and advanced warping just like a professional CDJ/Rekordbox setup.*
21. **T021: Camelot Wheel Integration**, add harmonic key dictionaries mapping standard musical keys to Camelot notation.
22. **T022: Key Detection Fallback**, integrate a basic spectral pitch analysis if metadata is missing.
23. **T023: Allowed Key Routing**, prevent the song generator from placing clashing key tracks sequentially unless modulated.
24. **T024: Energy Level Indexing**, assign energy levels (1-10) to tracks/clips to avoid jarring energy drops.
25. **T025: Clip Warping API Bridge**, add direct python LOM control over `warp_mode` (Beats, Complex, Pro, Tones).
26. **T026: Automatic Warp Strategy**, select Pro for vocals, Beats for drums automatically.
27. **T027: Pitch Shifting Macro**, shift out-of-key samples by +/- 1 or 2 semitones to match the master key.
28. **T028: Harmonic Mixing Ruleset**, enforce +/- 1 in Camelot wheel or energy-boost modulations (+1 or +2 semitones).
29. **T029: Rhythm Consistency Check**, audit BPM stability and prevent phase cancellation in kicks.
30. **T030: "Double Drop" alignment**, align two tracks perfectly so their primary drops hit on the exact same beat.
31. **T031: Sync Engine Bridge**, allow programmatic locking of track BPMs to a Master track.
32. **T032: Groove Pool Extraction**, extract groove/swing from a reference track.
33. **T033: Groove Application**, apply extracted swing to all incoming generated MIDI/Audio mathematically.
34. **T034: Phrase Matching Analysis**, identify 16-bar and 32-bar phrasing structures in incoming tracks.
35. **T035: Intro/Outro Alignment**, ensure track B's 16-bar intro overlays exactly onto track A's 16-bar outro.
36. **T036: Modulation Transition**, build a 4-bar bridge that modulates the key from Track A to Track B.
37. **T037: Key-Lock Toggle**, ensure `pitch_shift` doesn't affect tempo and vice versa via Live API.
38. **T038: Camelot Wheel Display**, add logging features that print the set's harmonic journey.
39. **T039: Auto-Fix Clashing Baselines**, detect overlapping bass frequencies and auto-mute the weaker one.
40. **T040: Integration Test: ARC 2**, generate a 5-track mini-mix that stays entirely harmonically locked and warped perfectly.
---
### ARC 3: Dynamic Set Construction & Phrasing (Tasks 41 - 60)
*Goal: Give the AI the ability to read a "virtual crowd" and construct hour-long arrangements with tension, release, and narrative.*
41. **T041: Setup Template Construction**, define 1-hour, 2-hour, and 4-hour set generation templates.
42. **T042: Energy Curve Definition**, program standard DJ curves: "Ramp up", "Mountain", "Rollercoaster".
43. **T043: Track Selection Algorithm**, index a local library and pick tracks based on the active energy curve.
44. **T044: Section Tagging Engine**, tag clips as `[Intro]`, `[Verse]`, `[Build]`, `[Drop]`, `[Break]`, `[Outro]`.
45. **T045: Hot Cue Generation**, auto-place Ableton locators at major phrasing changes.
46. **T046: Fast-Mixing Mode**, create a mode that only plays 32 bars of each track before transitioning.
47. **T047: Long-Blend Mode**, create a mode specialized for house/techno with 2-minute overlaid blends.
48. **T048: Set Coherence Engine v2**, replace basic coherence with strict phrasing enforcement.
49. **T049: "Banger" Detection**, reserve tracks with energy > 8 for peak time in the set curve.
50. **T050: Warm-up Set Logic**, restrict tempo fluctuations and keep energy below 6 for the first 30 mins.
51. **T051: Request Injection**, allow user to specify a "must play" track, and have the AI dynamically navigate to its BPM/Key.
52. **T052: Memory/History Check**, ensure no track or highly similar drum loops are played twice in a set.
53. **T053: Genre-Fluid Transitions**, build specialized transitions for moving from 125BPM House to 140BPM Dubstep.
54. **T054: Drum Fill Injection**, generate custom MIDI drum fills right before drops.
55. **T055: Crowd Noise Overlay**, simulate live environments with automated crowd cheers at drop points.
56. **T056: Continuous Arrangement**, stitch multiple independent song generations into one massive timeline without gaps.
57. **T057: Transition Type Randomizer**, use a probabilistic model to decide whether to cut, fade, or filter between tracks.
58. **T058: Drop Swap**, take the drop of Track B and stitch it directly after the build-up of Track A.
59. **T059: BPM Anchor Points**, allow dynamic BPM changes throughout the hour map without breaking warped loops.
60. **T060: Integration Test: ARC 3**, generate a 30-minute set with a "Mountain" energy curve and 100% logic coherence.
---
### ARC 4: FX Chains & Automation Pro (Tasks 61 - 80)
*Goal: Elevate the mix from basic crossfading to heavily processed, effect-driven live performance techniques.*
61. **T061: Core DJ Rack Setup**, instantiate a standard DJ effect rack (Filter, Wash, Delay, BeatMasher) on all tracks.
62. **T062: BeatMasher Automation**, program 1/4 and 1/8 note repeater automations on build-ups.
63. **T063: Tape Stop Automation**, integrate a plugin or pitch envelope to simulate tape stops.
64. **T064: Gater/Trance Gate Effect**, automate volume utility at 1/16 intervals for rhythmic chopping.
65. **T065: Automated Flanger Sweeps**, apply syncopated flanger LFOs on 16-bar build-ups.
66. **T066: Send/Return DJ Strategy**, route all tracks to heavily compressed parallel Reverb/Delay returns.
67. **T067: Master Bus Filter**, allow a global low-pass filter sweep over the entire mix.
68. **T068: Ping-Pong Delay Throws**, map a specific macro to throw the vocal bus into a high-feedback delay.
69. **T069: Redux/Bitcrusher Build**, automate downsampling to build tension before a clean drop.
70. **T070: Resonance Riding**, automate filter resonance right at the filter cutoff point for aggressive sweeps.
71. **T071: Vinyl Distortion Overlay**, dynamically add crackle/vinyl noise during breakdown sections.
72. **T072: Chorus/Widening Tricks**, push high frequencies to the extreme stereo field during the chorus.
73. **T073: Sub-Bass Synthesizer**, inject an 808 or sub-bass enhancer during the drop if the original track lacks low end.
74. **T074: Multiband Transient Shaping**, automate punchiness on drums dynamically.
75. **T075: Freeze FX**, grab an audio buffer and freeze it indefinitely for atmospheric transitions.
76. **T076: Vocoder Integration**, use a synth sidechain to vocode the outgoing track’s vocals.
77. **T077: Phaser on Hi-Hats**, isolate top loops and apply 8-bar phaser sweeps.
78. **T078: Saturation Drive**, slowly drive saturation on the master bus by 2dB leading up to a drop.
79. **T079: Auto-Pan Rhythms**, use auto-pan mapped to 1/8 triplets to add movement to boring chords.
80. **T080: Integration Test: ARC 4**, perform an FX-heavy transition medley proving LOM automation stability.
---
### ARC 5: Performance, Auditing & Mastering (Tasks 81 - 100)
*Goal: Finalize the system, ensuring the output meets Spotify, SoundCloud, or Club PA system loudness and quality standards.*
81. **T081: Professional Mastering Chain**, add Ozone, or Ableton native Limiter/Glue Compressor to Master.
82. **T082: LUFS Metering Integration**, implement CLI-based LUFS scanning to ensure the mix hits -14 to -9 LUFS.
83. **T083: True Peak Limiting**, guarantee 0 clipping (-1dB True Peak limit) throughout the set.
84. **T084: Club Tuning**, build a mastering profile specifically for heavy club systems (extra mono sub-bass info).
85. **T085: Headroom Management**, strictly enforce -6dB headroom on all sub-mix busses before the master.
86. **T086: Auto-Export Logic**, script the Live API to render the arrangement automatically to a WAV file.
87. **T087: Stem Exporting**, allow the mix to be exported into isolated drum/bass/synth/vox stems.
88. **T088: Real-time Audio Diagnostics**, build a script to detect silence gaps > 500ms and halt rendering.
89. **T089: Phase Correlation Check**, warn if stereo widening effects cause phase cancellation in mono.
90. **T090: Automated Tracklisting**, parse the set timeline and output a timestamped tracklist (e.g., 00:00 Track A - 03:20 Track B).
91. **T091: Set Profiler**, generate a visual chart of the set’s BPM, Energy, and Key changes for marketing.
92. **T092: Streaming Platform Normalization**, apply distinct export settings for Youtube vs Soundcloud vs Spotify.
93. **T093: Mixdown Cleanup**, automatically delete unused tracks, muted clips, and empty automation lanes before render.
94. **T094: Dynamic EQing**, utilize tools like Soothe2 or native EQ8 dynamic bands to tame harsh high frequencies set-wide.
95. **T095: High-Pass the Sides**, implement Mid/Side EQing on the master to ensure all bass below 100Hz is purely mono.
96. **T096: Overlap Safety Audit**, strictly prevent physical clipping by running an anticipatory gain-staging pass.
97. **T097: Hardware Integration Prep**, map Ableton macros to standard DJ controllers (Pioneer, Xone) so a human can take over.
98. **T098: The "Bailout" Macro**, create a safe, instant loop-and-fade button if the AI detects a trainwreck mix.
99. **T099: Final Performance Polish**, run the entire 100-step test suite to ensure 99.9% uptime and stability without DAW crashes.
100. **T100: The 3-Hour Autonomous Performance**, command the AI to generate, mix, master, and export a 3-hour professional club set continuously.