# Project State

## Project Reference

See: .planning/PROJECT.md (updated 2026-01-16)

**Core value:** Get richer, more diverse AI insights through structured multi-model discussions—ask a team of AIs instead of just one.
**Current focus:** Phase 6 — Consensus & Export (next)

## Current Position

Phase: 5 of 6 (Multi-Model Discussions)
Plan: 4 of 4 in current phase
Status: Phase complete
Last activity: 2026-01-16 — Completed 05-04-PLAN.md (mention mode)

Progress: █████████░ ~85%

## Performance Metrics

**Velocity:**
- Total plans completed: 14
- Average duration: 4 min
- Total execution time: 0.95 hours

**By Phase:**

| Phase | Plans | Total | Avg/Plan |
|-------|-------|-------|----------|
| 01-foundation | 3 | 15 min | 5 min |
| 02-bot-core | 2 | 4 min | 2 min |
| 03-project-crud | 3 | 11 min | 4 min |
| 04-single-model-qa | 2 | 10 min | 5 min |
| 05-multi-model | 4 | 18 min | 5 min |

**Recent Trend:**
- Last 5 plans: 05-01 (2 min), 05-02 (3 min), 05-03 (5 min), 05-04 (8 min)
- Trend: Fast

## Accumulated Context

### Decisions

Decisions are logged in PROJECT.md Key Decisions table.
Recent decisions affecting current work:

- **01-01:** hatchling as build backend with explicit src layout config
- **01-01:** ruff-pre-commit v0.14.13 with --fix for auto-corrections
- **01-02:** String(36) for UUID storage (SQLite compatibility)
- **01-02:** JSON type for list/dict fields (no ARRAY for SQLite)
- **01-03:** expire_on_commit=False for async session usability
- **01-03:** Module-level globals for engine/session factory (simple singleton)
- **02-01:** Module-level config reference for post_init callback access
- **02-01:** Config stored in bot_data for handler access
- **02-02:** Markdown parse_mode for formatted help text
- **02-02:** Placeholder status until project CRUD in Phase 3
- **03-01:** Service layer pattern (core/services/) for database operations
- **03-01:** Single /project handler with subcommand parsing
- **03-02:** Case-insensitive name matching with ilike
- **03-02:** user_data dict for storing selected_project_id
- **03-03:** Explicit project ID required for delete (safety)
- **03-03:** Comma-separated model list parsing
- **04-01:** OpenAI SDK for router abstraction (Requesty/OpenRouter compatible)
- **04-01:** Module-level singleton for AI client (matches database pattern)
- **04-02:** AI client initialized in post_init alongside database
- **04-02:** Typing indicator shown while waiting for AI response
- **05-02:** asyncio.gather for parallel model queries with graceful per-model error handling
- **05-02:** SYSTEM_PROMPT includes participant list and topic for roundtable context
- **05-03:** Sequential model execution with for-loop so each model sees prior responses
- **05-03:** Context stored in user_data["discussion_state"] for multi-command flows
- **05-04:** Direct messages prefix with "[Direct to you]:" for model awareness
- **05-04:** MessageHandler registered AFTER CommandHandlers for correct priority
- **05-04:** @mentions persist with is_direct=True in current round

### Deferred Issues

None yet.

### Blockers/Concerns

None yet.

## Session Continuity

Last session: 2026-01-16T19:58:00Z
Stopped at: Completed 05-04-PLAN.md (mention mode) - Phase 5 complete
Resume file: None