Fix bugs 1-11: interactive research/design, doc review phase, orchestrator state machine, design phase in workflow, fix verdict task creation contradiction

ONBOARDING.md

@@ -26,30 +26,48 @@ The agent must report back with:
 
 Once onboarded, the project moves through these phases. The agent should use the provided prompts to transition between them.
 
+### Easier workflow with "orchestrate"
+
+Instead of memorizing trigger phrases for each phase, you can just say **"orchestrate"** or **"continue"** and the Orchestrator will:
+- In **Autopilot mode**: automatically drive the task all the way to completion
+- In **manual mode**: tell you the next step and give you the command
+
 ### Phase 1: Research
 **Template**: `prompts/research.md`
 **Output**: `SPEC.md`
-**Trigger**: *"Research {task-description}"*
+**Trigger**: *"Research {task-description}"* (or just *"orchestrate"* in manual mode)
+**Interaction**: Agent will grill you for requirements, edge cases, and constraints. Present draft for review. Get your sign-off before finalizing.
+
+### Phase 1b: Design (Optional)
+**Template**: `prompts/design.md`
+**Output**: `DESIGN.md`
+**Trigger**: *"Design the {task-name} task"* (or just *"orchestrate"* in manual mode)
+**Interaction**: Agent will grill you for design decisions, trade-offs, and constraints. Present draft for review. Get your sign-off before finalizing.
 
 ### Phase 2: Implementation
 **Template**: `prompts/implement.md`
 **Output**: Code changes + test results
-**Trigger**: *"Implement the {task-name} task"*
+**Trigger**: *"Implement the {task-name} task"* (or just *"orchestrate"* in manual mode)
 
 ### Phase 3: Bug Finding
 **Template**: `prompts/bug_finder.md`
 **Output**: `BUG_REPORT.md`
-**Trigger**: *"Find bugs in the {task-name} task"*
+**Trigger**: *"Find bugs in the {task-name} task"* (or just *"orchestrate"* in manual mode)
 
 ### Phase 4: Adversarial Verification
 **Template**: `prompts/adversarial_bug_find.md`
 **Output**: `ADVERSARIAL_BUG_REPORT.md`
-**Trigger**: *"Perform adversarial bug find for {task-name}"*
+**Trigger**: *"Perform adversarial bug find for {task-name}"* (or just *"orchestrate"* in manual mode)
 
-### Phase 5: Referee
+### Phase 5: Documentation Review
+**Template**: `prompts/doc_review.md`
+**Output**: `DOC_REVIEW.md`
+**Trigger**: *"Review docs for the {task-name} task"* (or just *"orchestrate"* in manual mode)
+
+### Phase 6: Referee
 **Template**: `prompts/referee.md`
 **Output**: `VERDICT.md`
-**Trigger**: *"Review the {task-name} task"*
+**Trigger**: *"Review the {task-name} task"* (or just *"orchestrate"* in manual mode)
 
 ## Prompt Rendering Convention