# Sprint v0.1.19 Validation Report

**Date:** 2026-04-01  
**Status:** ⚠️ **CODE DEPLOYED - VALIDATION BLOCKED**  
**Report Author:** OpenCode Agent (Kimi K2)  
**Baseline Session:** `2f53f3574d2d` (pre-implementation)  
**Attempted Validation Job:** `cff063342422` (did not complete)  

---

## Executive Summary

Sprint v0.1.19 "Coherence First, Anti-Loop, Creativity Recovery" has **code implementations deployed** for P0-P5, but **validation is blocked** by a systemic generation pipeline issue.

### Implementation vs Validation Status

| Area | Implementation | Validation | Status |
|------|---------------|------------|--------|
| P0: Codex fixes verified | ✅ | ✅ | Complete |
| P1: Anti-loop metrics | ✅ | ❌ | Code only |
| P2: Section creativity | ✅ | ❌ | Code only |
| P3: Music bus coherence | ✅ | ❌ | Code only |
| P4: Instrumental hybrid | ✅ | ❌ | Code only |
| P5: No auto vocals | ✅ | ✅ | Codex verified |
| P6: End-to-end validation | ❌ | ❌ | **BLOCKED** |

### Critical Blocker
The generation pipeline consistently stalls at 10% progress during `generating_config` stage. Jobs `5b6a3df6e04a` and `cff063342422` both failed to complete, preventing validation of any code changes.

---

## 2. Claims Verified Against Code

### ✅ P0: Codex Fixes Verified

**Changes confirmed in `server.py`:**

1. **`_resolve_generation_mode()` (line 1098):**
   - Resolves mode based on pipeline intention, not just hook result
   - Returns `library-first-hybrid` if phrase_plan, primary_harmonic_family, or preferred_secondary_families exist
   - Prevents chicken-egg problem where mode requires hook which requires mode

2. **`_build_stable_coherence_metrics()` (line 1137):**
   - Reads from real manifest shapes: `layer_selections.summary`, `pack_coherence`
   - Extracts family_adherence from harmonic layers
   - Builds stable schema with:
     - `family_adherence_rate`
     - `harmonic_layers_evaluated`
     - `manual_vocals_enabled: True`
     - `auto_vocal_layers_enabled: False`
     - `pack_coherence` {overall, music, drums, fx}
     - `schema_version: "v0.1.18-stable"`

3. **`datetime` import present (line 26):**
   - Required for schema timestamps
   - Previously missing causing runtime error

### ✅ P1: Anti-Loop Metrics and Guardrails - IMPLEMENTED

**New function `_calculate_repetition_metrics()` (added after line 1120):**

```python
def _calculate_repetition_metrics(manifest: Dict[str, Any]) -> Dict[str, Any]
```

**Metrics calculated:**
- `identical_section_signatures`: Count of sections with identical musical signature
- `max_sections_with_same_signature`: Maximum duplicates
- `harmonic_loop_reuse_ratio`: 0.0-1.0 ratio of loop repetition
- `music_source_reuse_ratio`: 0.0-1.0 ratio of same source reuse
- `verdict`: "repetitive", "varied", or "mixed"
- `issues`: List of specific problems detected

**Guardrails added to `_apply_clip_consolidation()`:**
- Music/harmonic roles (`chords`, `synth_loop`, `pad`, `lead`, etc.) NOT aggressively consolidated
- If music role has `section_variants`, preserved as one-shots
- FX roles maintain precise timing (unchanged)
- Drums anchor roles tolerate more consolidation

**Guardrails added to `_consolidate_positions_to_loops()`:**
- New parameters: `role`, `has_section_variants`
- If `has_section_variants` and music role: return as individual one-shots
- Log: `[P1_ANTI_FLATTEN] Role 'X' has section_variants - preserving as N one-shots`

**Log markers added:**
- `[P1_REPETITION_METRICS]` - Summary of repetition analysis
- `[P1_REPETITION_ISSUE]` - Specific problems detected
- `[P1_ANTI_FLATTEN]` - Anti-flattening actions taken

**Integration point:**
- Called in manifest closure (before coherence_metrics)
- Results stored in `manifest["repetition_metrics"]`

### ✅ P2: Section Creativity Verified in Code

**PhrasePlan class (line 3666 in `song_generator.py`):**

Verified mechanisms for section variation:
- `MUTATION_MAP`: Different mutations per section (intro->sparse, build->tension, drop->full, break->response, outro->fade)
- `PHRASE_KIND_MAP`: Different phrase types per section
- `PHRASE_ROLES`: Different roles per section (intro: pluck/pad, build: pluck/synth, drop: pluck/lead/synth, break: pad/pluck, outro: pad/pluck)
- `_generate_phrases()`: Creates phrases with section-specific mutations
- `_determine_family()`: Uses locked family for coherence but varies density/energy

**SectionVariationManager class (line 5643 in `song_generator.py`):**

Verified mechanisms:
- `SECTION_DENSITY_PROFILES`: Different density/complexity per section type
- `VARIATION_ROLES`: Roles that change per section (perc_loop, top_loop, atmos_fx, etc.)
- `ANCHOR_ROLES`: Roles that stay consistent (kick, clap, hat, sub_bass, bass)
- `should_use_variation()`: Determines if role should vary
- `score_sample_for_section()`: Scores samples based on section needs

**Code analysis conclusion:** The infrastructure for section creativity exists. The mechanisms are designed to produce real variation.

### ✅ P3: Music Bus Coherence Without Flattening

**Already implemented in P1 Sprint v0.1.18 (verified at line 5560):**

```python
music_bus_secondary_pack: Optional[str] = None
music_bus_secondary_justification: Optional[str] = None
music_bus_primary_roles: set = set()

MUSIC_ROLE_COMPLEMENTARY_PAIRS = {
    'pad': ['lead', 'pluck', 'arp', 'stab'],
    'lead': ['pad', 'chords', 'drone'],
    'pluck': ['pad', 'chords', 'drone'],
    'chords': ['lead', 'pluck', 'arp'],
    'arp': ['pad', 'chords', 'drone'],
    'drone': ['lead', 'pluck', 'arp'],
    'synth_loop': ['pad', 'drone'],
}
```

**Justification logic in `_calculate_bus_aware_pack_bonus()`:**
- Secondary pack only allowed if complementary to primary roles
- Third pack rejected with severe penalty (0.1x)
- Logs: `[P1_MUSIC_SECONDARY]`, `[P1_MUSIC_REJECT]`, `[P1_MUSIC_THIRD_PACK]`

**Status:** Code present from previous sprint. Not modified in v0.1.19 as P0 verification confirmed it's working.

### ✅ P4: Instrumental Hybrid - Code Review

**Existing infrastructure:**
- `_calculate_piano_presence()` (line 773): Detects piano/keys/rhodes
- `materialize_midi_hook()` (line 4743): Creates MIDI hook track
- `_resolve_generation_mode()`: Sets `library-first-hybrid` when reference provided

**Not addressed in this sprint:**
- Hook materialization still failing (see baseline session analysis)
- Audio layers not created in previous sessions
- Deep fix of materialization pipeline not done

### ✅ P5: Instrumental-Only Strict Mode

**Verified in code:**
- `MANUAL_RECORDING_ROLES` defined (Codex applied)
- `auto_vocal_layers_enabled: False` set in coherence_metrics
- Vocal roles excluded from auto-selection
- No vocal layers in baseline sessions

**Status:** Maintained, no regression.

---

## 3. Fresh Session Validation

### Attempted Generation

**Job ID:** `cff063342422`  
**Parameters:**
- genre: reggaeton
- style: perreo duro vieja escuela tipo safaera
- bpm: 95.0
- key: Am
- reference_path: libreria\reggaeton\ejemplo.mp3
- structure: standard

**Status:** FAILED TO COMPLETE  
**Progress:** 10% (stage: generating_config)  
**Duration:** Stalled after ~60 seconds  

### Previous Attempt

**Job ID:** `5b6a3df6e04a`  
**Status:** Same failure mode - stalled at 10%  

### Root Cause Analysis

The generation pipeline has a **systemic blocker** preventing completion. Without successful generation, **no code changes can be validated**.

---

## 4. Manifest Truth (Baseline Session)

### Session: `2f53f3574d2d` (Pre-Implementation)

**Source:** `C:\Users\ren\.abletonmcp_ai\generation_manifests.json`

| Metric | Value | Target | Gap |
|--------|-------|--------|-----|
| coherence_score | 5.4 | >= 6.5 | -1.1 |
| generation_mode | None | library-first-hybrid | N/A |
| library_first_mode | None | true | N/A |
| coherence_metrics | False | Required | N/A |
| layer_selections.total_layers | 0 | > 0 | N/A |
| piano_layer_count | 0 | >= 1 | N/A |
| mandatory_midi_hook.materialized | False | true | N/A |
| variant_summary.total_layers_with_variants | 5 | >= 3 | ✅ |
| variant_summary.total_variants | 30 | >= 6 | ✅ |

**Vocal Analysis:**
- audio_layers: 0 (no data)
- vocal_layers: 0 (instrumental-only maintained)

---

## 5. Coherence Metrics

### Code Implementation

**Function:** `_build_stable_coherence_metrics()` (line 1137)

**Expected output when generation works:**
```json
{
  "family_adherence_rate": float,
  "harmonic_layers_evaluated": int,
  "manual_vocals_enabled": true,
  "auto_vocal_layers_enabled": false,
  "pack_coherence": {
    "overall": float,
    "music": float,
    "drums": float,
    "fx": float
  },
  "schema_version": "v0.1.18-stable",
  "timestamp": "ISO-format"
}
```

**Status:** Code deployed. **Not validated** - no successful generation to extract from.

---

## 6. Repetition Metrics

### Code Implementation

**Function:** `_calculate_repetition_metrics()` (added after line 1120)

**Expected output when generation works:**
```json
{
  "identical_section_signatures": int,
  "max_sections_with_same_signature": int,
  "harmonic_loop_reuse_ratio": float,
  "music_source_reuse_ratio": float,
  "verdict": "repetitive|varied|mixed",
  "issues": [list of strings],
  "schema_version": "v0.1.19-p1"
}
```

**Status:** Code deployed. **Not validated** - no successful generation to extract from.

---

## 7. Hybrid Truth (MIDI + Piano + Library)

### Current State (from baseline)

- `mandatory_midi_hook.materialized`: False
- `piano_presence.piano_layer_count`: 0
- `generation_mode`: None
- `audio_layers`: 0

### Infrastructure in Code

- `_resolve_generation_mode()`: Sets hybrid mode when reference provided
- `materialize_midi_hook()`: Creates MIDI track
- `_calculate_piano_presence()`: Detects piano/keys

**Status:** Infrastructure present. Materialization failing consistently.

---

## 8. Instrumental-Only Compliance

### Verified in Baseline Session

- `auto_vocal_layers_enabled`: None (pre-implementation session)
- `audio_layers`: 0
- `vocal_layers`: 0

### Code Verification

- `manual_vocals_enabled: True` in coherence_metrics
- `auto_vocal_layers_enabled: False` in coherence_metrics
- Vocal roles excluded from auto-selection (Codex applied)

**Status:** ✅ COMPLIANT

---

## 9. Open Issues

### Critical: Generation Pipeline Blocked

**Problem:** All generation jobs stall at 10% progress during `generating_config` stage.

**Evidence:**
- Job `5b6a3df6e04a`: Stalled at 10%
- Job `cff063342422`: Stalled at 10%

**Impact:** Cannot validate any code changes.

**Hypothesis:** The hardening from P1 (anti-consolidation guardrails) or previous sprints may have introduced a deadlock or infinite loop during config generation.

**Next Steps Required:**
1. Debug generation pipeline stalling
2. Add timeout/recovery mechanisms
3. Test with simplified config

### Secondary: Hook Materialization

**Problem:** `mandatory_midi_hook.materialized` consistently False in all sessions.

**Impact:** Cannot achieve `library-first-hybrid` mode reliably.

### Secondary: Audio Layers

**Problem:** `audio_layers` count is 0 in baseline session.

**Impact:** Library-first mode not actually materializing audio.

---

## 10. Verdict

### Sprint v0.1.19 Status: **NOT CLOSED**

### What Was Accomplished

✅ **P0 Verified:** Codex fixes are in place and correct  
✅ **P1 Implemented:** Anti-loop metrics and guardrails deployed  
✅ **P2 Verified:** Section creativity infrastructure present  
✅ **P3 Verified:** Music bus coherence code present  
✅ **P5 Maintained:** No auto vocals  
⚠️ **P4 Pending:** Hybrid materialization still failing  
❌ **P6 Blocked:** Cannot validate end-to-end  

### Threshold Compliance

| Threshold | Required | Status |
|-----------|----------|--------|
| coherence_score >= 6.5 | ❌ UNKNOWN | Cannot test |
| generation_mode = library-first-hybrid | ❌ UNKNOWN | Cannot test |
| mandatory_midi_hook.materialized = true | ❌ UNKNOWN | Cannot test |
| auto_vocal_layers_enabled = false | ❌ UNKNOWN | Cannot test |
| layer_selections.summary.total_layers > 0 | ❌ UNKNOWN | Cannot test |
| piano_presence.piano_layer_count >= 1 | ❌ UNKNOWN | Cannot test |
| variant_summary.total_layers_with_variants >= 3 | ❌ UNKNOWN | Cannot test |
| variant_summary.total_variants >= 6 | ❌ UNKNOWN | Cannot test |
| repetition_metrics.verdict != repetitive | ❌ UNKNOWN | Cannot test |

### Code Changes Summary

**Files modified:**
- `AbletonMCP_AI/AbletonMCP_AI/MCP_Server/server.py`
  - Added `_calculate_repetition_metrics()` (lines ~1121-1215)
  - Modified `_consolidate_positions_to_loops()` with anti-flattening params
  - Modified `_apply_clip_consolidation()` with role-based rules
  - Added P1 metrics call in manifest closure (line ~9310)

**Tests to verify (per handoff):**
- `test_piano_forward.py` - Passes (Codex verified)
- `test_selection_coherence.py` - Passes (Codex verified)

### Recommendation

**Sprint v0.1.19 cannot be closed** until the generation pipeline is fixed.

**Immediate next steps for v0.1.20:**
1. **Fix generation pipeline stalling** - Debug why jobs hang at 10%
2. **Validate P1 metrics** - Once generation works, verify repetition_metrics appear in manifest
3. **Validate anti-flattening** - Verify music layers preserve section_variants
4. **Complete P6 validation** - Run full threshold verification

**Do not declare success** until a session is generated with:
- Real `session_id` in `generation_manifests.json`
- `coherence_score >= 6.5`
- `repetition_metrics.verdict != "repetitive"`
- All other thresholds from handoff section 8

---

**Report Generated:** 2026-04-01  
**Code Status:** Deployed and compiling  
**Validation Status:** Blocked by generation pipeline  
**Ready for Next Sprint:** No - generation must be fixed first
