docs(06-01): complete consensus generation plan
Tasks completed: 2/2 - Add consensus generation to orchestrator and service - Create /consensus command handler SUMMARY: .planning/phases/06-consensus-export/06-01-SUMMARY.md
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**Goal**: Consensus generation from discussions and markdown export
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**Goal**: Consensus generation from discussions and markdown export
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**Depends on**: Phase 5
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**Depends on**: Phase 5
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**Research**: Unlikely (internal patterns, markdown generation)
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**Research**: Unlikely (internal patterns, markdown generation)
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**Plans**: TBD
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**Plans**: 2 (06-01 consensus generation, 06-02 export)
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**Status**: In progress
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## Progress
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## Progress
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@ -78,4 +79,4 @@ Phases execute in numeric order: 1 → 2 → 3 → 4 → 5 → 6
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| 3. Project CRUD | 3/3 | Complete | 2026-01-16 |
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| 3. Project CRUD | 3/3 | Complete | 2026-01-16 |
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| 4. Single Model Q&A | 2/2 | Complete | 2026-01-16 |
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| 4. Single Model Q&A | 2/2 | Complete | 2026-01-16 |
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| 5. Multi-Model Discussions | 4/4 | Complete | 2026-01-16 |
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| 5. Multi-Model Discussions | 4/4 | Complete | 2026-01-16 |
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| 6. Consensus & Export | 0/TBD | Not started | - |
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| 6. Consensus & Export | 1/2 | In progress | - |
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See: .planning/PROJECT.md (updated 2026-01-16)
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See: .planning/PROJECT.md (updated 2026-01-16)
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**Core value:** Get richer, more diverse AI insights through structured multi-model discussions—ask a team of AIs instead of just one.
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**Core value:** Get richer, more diverse AI insights through structured multi-model discussions—ask a team of AIs instead of just one.
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**Current focus:** Phase 6 — Consensus & Export (next)
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**Current focus:** Phase 6 — Consensus & Export (in progress)
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## Current Position
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## Current Position
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Phase: 5 of 6 (Multi-Model Discussions)
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Phase: 6 of 6 (Consensus & Export)
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Plan: 4 of 4 in current phase
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Plan: 1 of 2 in current phase
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Status: Phase complete
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Status: In progress
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Last activity: 2026-01-16 — Completed 05-04-PLAN.md (mention mode)
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Last activity: 2026-01-16 — Completed 06-01-PLAN.md (consensus generation)
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Progress: █████████░ ~85%
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Progress: █████████░ ~92%
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## Performance Metrics
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## Performance Metrics
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**Velocity:**
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**Velocity:**
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- Total plans completed: 14
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- Total plans completed: 15
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- Average duration: 4 min
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- Average duration: 4 min
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- Total execution time: 0.95 hours
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- Total execution time: 1.03 hours
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**By Phase:**
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**By Phase:**
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| 03-project-crud | 3 | 11 min | 4 min |
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| 03-project-crud | 3 | 11 min | 4 min |
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| 04-single-model-qa | 2 | 10 min | 5 min |
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| 04-single-model-qa | 2 | 10 min | 5 min |
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| 05-multi-model | 4 | 18 min | 5 min |
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| 05-multi-model | 4 | 18 min | 5 min |
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| 06-consensus-export | 1 | 5 min | 5 min |
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**Recent Trend:**
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**Recent Trend:**
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- Last 5 plans: 05-01 (2 min), 05-02 (3 min), 05-03 (5 min), 05-04 (8 min)
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- Last 5 plans: 05-02 (3 min), 05-03 (5 min), 05-04 (8 min), 06-01 (5 min)
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- Trend: Fast
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- Trend: Fast
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## Accumulated Context
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## Accumulated Context
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@ -71,6 +72,8 @@ Recent decisions affecting current work:
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- **05-04:** Direct messages prefix with "[Direct to you]:" for model awareness
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- **05-04:** Direct messages prefix with "[Direct to you]:" for model awareness
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- **05-04:** MessageHandler registered AFTER CommandHandlers for correct priority
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- **05-04:** MessageHandler registered AFTER CommandHandlers for correct priority
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- **05-04:** @mentions persist with is_direct=True in current round
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- **05-04:** @mentions persist with is_direct=True in current round
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- **06-01:** JSON format for consensus output (agreements array, disagreements array)
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- **06-01:** Graceful error handling returns empty consensus on JSON parse failure
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### Deferred Issues
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### Deferred Issues
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@ -82,6 +85,6 @@ None yet.
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## Session Continuity
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## Session Continuity
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Last session: 2026-01-16T19:58:00Z
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Last session: 2026-01-16T20:07:55Z
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Stopped at: Completed 05-04-PLAN.md (mention mode) - Phase 5 complete
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Stopped at: Completed 06-01-PLAN.md (consensus generation)
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Resume file: None
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Resume file: None
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99
.planning/phases/06-consensus-export/06-01-SUMMARY.md
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99
.planning/phases/06-consensus-export/06-01-SUMMARY.md
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---
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phase: 06-consensus-export
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plan: 01
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subsystem: ai, discussion
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tags: [consensus, json-parsing, orchestrator, telegram-commands]
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# Dependency graph
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requires:
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- phase: 05-multi-model-discussions
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provides: build_context(), discussion service, orchestrator patterns
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provides:
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- generate_consensus() for AI-powered discussion synthesis
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- save_consensus() and get_consensus() service functions
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- /consensus command handler
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affects: [06-export, future-consensus-features]
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# Tech tracking
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tech-stack:
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added: []
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patterns: [json-structured-ai-output, consensus-persistence]
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key-files:
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created: []
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modified:
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- src/moai/core/orchestrator.py
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- src/moai/core/services/discussion.py
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- src/moai/bot/handlers/discussion.py
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- src/moai/bot/handlers/__init__.py
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key-decisions:
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- "JSON format for consensus output with agreements array and disagreements array"
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- "Graceful error handling returns empty consensus on parse failure"
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patterns-established:
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- "CONSENSUS_PROMPT: structured prompt for JSON output from AI"
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- "Consensus retrieval before generation to avoid duplicates"
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issues-created: []
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# Metrics
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duration: 5 min
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completed: 2026-01-16
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---
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# Phase 6 Plan 1: Consensus Generation Summary
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**AI-powered consensus generation via CONSENSUS_PROMPT constant, generate_consensus() orchestrator function, and /consensus command handler**
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## Performance
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- **Duration:** 5 min
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- **Started:** 2026-01-16T20:02:13Z
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- **Completed:** 2026-01-16T20:07:55Z
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- **Tasks:** 2
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- **Files modified:** 4
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## Accomplishments
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- Added CONSENSUS_PROMPT constant with JSON output instructions for agreements/disagreements
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- Implemented generate_consensus() function using existing build_context() and AI client
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- Created save_consensus() and get_consensus() service functions for persistence
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- Added /consensus command handler with Markdown formatting
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## Task Commits
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Each task was committed atomically:
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1. **Task 1: Add consensus generation to orchestrator and service** - `8242de5` (feat)
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2. **Task 2: Create /consensus command handler** - `ee9f8ca` (feat)
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## Files Created/Modified
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- `src/moai/core/orchestrator.py` - Added CONSENSUS_PROMPT, generate_consensus()
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- `src/moai/core/services/discussion.py` - Added save_consensus(), get_consensus()
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- `src/moai/bot/handlers/discussion.py` - Added consensus_command handler
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- `src/moai/bot/handlers/__init__.py` - Registered consensus CommandHandler
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## Decisions Made
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- JSON format for consensus output (agreements: string[], disagreements: [{topic, positions}])
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- Graceful error handling on JSON parse failure returns empty consensus
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- Check for existing consensus before generating new one
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## Deviations from Plan
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None - plan executed exactly as written.
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## Issues Encountered
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None.
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## Next Phase Readiness
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- Consensus generation complete, ready for 06-02 (export functionality)
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- /consensus command fully functional for active discussions
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---
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*Phase: 06-consensus-export*
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*Completed: 2026-01-16*
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