feat(knowledge-flywheel): add Phase 3 Knowledge Flywheel — AI analysis, review queue, analytics

Phase 3 implementation:
- AI session analysis service that generates flow proposals from resolved sessions
- APScheduler job for batch processing pending analyses (max_instances=1)
- Knowledge gap detection (weak options, high escalation signals)
- Flow proposals CRUD with team admin review workflow (approve/edit/dismiss/reject)
- FlowPilot analytics dashboard with confidence tiers, PSA metrics, knowledge gaps
- In-session script generator component
- Review queue page with filtering and proposal detail panel

Bug fixes from review (12 total):
- Fix "Edit & Publish" navigating to non-existent /editor/new route
- Hide Approve button for enhancement proposals (require Edit & Publish)
- Add max_instances=1 to scheduler to prevent TOCTOU race
- Fix eventual_success case() double-counting failed retries
- Add tree_structure validation before creating tree from proposal
- Simplify script generator rendering condition
- Add severity style fallback, toFixed on rates, Link instead of <a href>
- Add toast.warning on dismiss failure, fix dedup for domain-less sessions
- Cast Decimal to int in knowledge gap evidence dicts

Also updates CLAUDE.md with lessons 67-71 and Phase 3 project structure.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

backend/app/api/deps.py

@@ -145,6 +145,22 @@ async def require_engineer_or_admin(
     )
 
 
+async def require_team_admin(
+    current_user: Annotated[User, Depends(get_current_active_user)]
+) -> User:
+    """Require team admin, account owner, or super admin role."""
+    if current_user.is_super_admin:
+        return current_user
+    if current_user.is_team_admin:
+        return current_user
+    if current_user.account_role == "owner":
+        return current_user
+    raise HTTPException(
+        status_code=status.HTTP_403_FORBIDDEN,
+        detail="Team admin access required"
+    )
+
+
 async def require_account_owner(
     current_user: Annotated[User, Depends(get_current_active_user)]
 ) -> User: