- Implement Live Worker Streaming: wire ai_client.comms_log_callback to Tier 3 streams
- Add Parallel DAG Execution using asyncio.gather for non-dependent tickets
- Implement Automatic Retry with Model Escalation (Flash-Lite -> Flash -> Pro)
- Add Tier Model Configuration UI to MMA Dashboard with project TOML persistence
- Fix FPS reporting in PerformanceMonitor to prevent transient 0.0 values
- Update Ticket model with retry_count and dictionary-like access
- Stabilize Gemini CLI integration tests and handle script approval events in simulations
- Finalize and verify all 6 phases of the implementation plan
- Add cost tracking with new cost_tracker.py module
- Enhance Track Proposal modal with editable titles and goals
- Add Conductor Setup summary and New Track creation form to MMA Dashboard
- Implement Task DAG editing (add/delete tickets) and track-scoped discussion
- Add visual polish: color-coded statuses, tinted progress bars, and node indicators
- Support live worker streaming from AI providers to GUI panels
- Fix numerous integration test regressions and stabilize headless service
Addresses three gaps where Claude Code and Gemini CLI outperform Manual Slop's
MMA during actual execution:
1. Live worker streaming: Wire comms_log_callback to per-ticket streams so
users see real-time output instead of waiting for worker completion.
2. Per-tier model config: Replace hardcoded get_model_for_role with GUI
dropdowns persisted to project TOML.
3. Parallel DAG execution: asyncio.gather for independent tickets (exploratory
— _send_lock may block, needs investigation).
4. Auto-retry with escalation: flash-lite -> flash -> pro on BLOCKED, up to
2 retries (wires existing --failure-count mechanism into ConductorEngine).
7 new tasks across Phase 6, bringing total to 30 tasks across 6 phases.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Rewrites comprehensive_gui_ux_20260228 spec and plan using deep analysis of
the actual gui_2.py implementation (3078 lines). The previous spec asked to
implement features that already exist (Track Browser, DAG tree, epic planning,
approval dialogs, token table, performance monitor). The new spec:
- Documents 15 already-implemented features with exact line references
- Identifies 8 actual gaps (tier stream panels, DAG editing, cost tracking,
conductor lifecycle forms, track-scoped discussions, approval indicators,
track proposal editing, stream scrollability)
- Rewrites all 5 phases with surgical task descriptions referencing exact
gui_2.py line ranges, function names, and data structures
- Each task specifies the precise imgui API calls to use
- References docs/guide_architecture.md for threading constraints
- References docs/guide_mma.md for Ticket/Track data structures
Also adds architecture documentation fallback references to:
- conductor/workflow.md (new principle #9)
- conductor/product.md (new Architecture Reference section)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
