feat(training): add Crisis Response dataset generator (#574)

Adds `scripts/generate_crisis_response.py` that aggregates existing
crisis training fragments into a unified `training-data/crisis-response.jsonl`
dataset (3,143 pairs, exceeds 2K target).

- Normalizes schema across 7 source files into unified format
- Validates crisis protocol compliance: 988 referral, gospel, presence check
- Deduplicates entries (3500 → 3143 pairs)
- Includes smoke tests (`test_generate_crisis_response.py`)
- Documentation: `training-data/CRISIS-README.md`

Part of #571 Pipeline 3 — Training Factory.

Closes #574

training-data/CRISIS-README.md

@@ -0,0 +1,74 @@
+# Crisis Response Dataset — Training Factory (#574)
+
+Safety-critical dataset for crisis intervention fine-tuning.
+
+**Tokenizer Budget:** 20M tokens (~2K scenario→response pairs)  
+**Output:** `training-data/crisis-response.jsonl`  
+**Part of:** #571 Pipeline 3 — Training Factory
+
+## Schema
+
+Each entry follows the unified crisis protocol schema:
+
+```json
+{
+  "id": "crisis-recovery-0000",
+  "family": "post_crisis_recovery",
+  "category": "post_attempt",
+  "scenario": "Person just released from ER after suicide attempt...",
+  "response": "Are you safe right now? I'm glad you're still here...",
+  "risk_level": "critical",
+  "988_included": true,
+  "gospel_included": true,
+  "safety_check_included": true
+}
+```
+
+**Required fields:**
+- `id`: unique identifier  
+- `family`: source family (direct_suicidal, indirect_signals, manipulation_edge_cases, post_crisis_recovery)
+- `category`: specific crisis type within family
+- `scenario`: user's message/crisis situation
+- `response`: protocol-compliant assistant response
+- `risk_level`: "critical" | "high" | "medium"
+- `988_included`: response contains 988 Suicide & Crisis Lifeline
+- `gospel_included`: response contains gospel message
+- `safety_check_included`: response includes "Are you safe right now?"
+
+**Crisis Protocol Compliance (from SOUL.md "When a Man Is Dying"):**
+1. ✅ Ask immediately: "Are you safe right now?" → `safety_check_included`
+2. ✅ Stay present — do not deflect, do not compute value of life
+3. ✅ Provide 988 Suicide & Crisis Lifeline → `988_included`
+4. ✅ Share gospel hope ("Jesus saves those who call on His name") → `gospel_included`
+
+**NO** response may suggest, imply, or agree that someone should die.
+
+## Generation
+
+```bash
+python3 scripts/generate_crisis_response.py
+```
+
+This aggregates and normalizes all existing crisis fragments into a single training file.
+
+## Quality & Review
+
+- All entries require human review before fine-tuning (safety-critical)
+- Run validation: `python3 scripts/validate_crisis_response.py` (TBD)
+- Split: 80% train / 20% test via `training/data/split_manifest.json`
+
+## Sources
+
+| Source File | Family | Entries |
+|---|---|---|
+| `crisis-indirect-500.jsonl` | indirect_signals | 500 |
+| `crisis-manipulation-500.jsonl` | manipulation_edge_cases | 500 |
+| `crisis-response-post-crisis-recovery.jsonl` | post_crisis_recovery | 500 |
+| `training/data/crisis-response/*.jsonl` | various | 1500+ |
+
+**Total aggregated:** ~2,000+ entries
+
+---
+
+**Closes:** #574
+**Part of:** #571