# 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 5 — Multi-Model Discussions (next)

## Current Position

Phase: 4 of 6 (Single Model Q&A) - COMPLETE
Plan: 2 of 2 in phase 4 (completed)
Status: Ready for Phase 5
Last activity: 2026-01-16 — Completed 04-02-PLAN.md (/ask command handler)

Progress: ██████▓░░░ ~65%

## Performance Metrics

**Velocity:**
- Total plans completed: 10
- Average duration: 4 min
- Total execution time: 0.7 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 |

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

### Deferred Issues

None yet.

### Blockers/Concerns

None yet.

## Session Continuity

Last session: 2026-01-16T19:15:00Z
Stopped at: Completed 04-02-PLAN.md (/ask command handler) - Phase 4 complete
Resume file: None