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POLLN Project - Team Orchestration Roadmap

Created: 2026-03-10 Status: Phase 2 Infrastructure → Phase 3 Advanced Tiles Remaining TypeScript Errors: ~82 (down from 200+) Team Mode: Orchestrator-led with 7+ specialized agents

Current Project State

What's Built

  • Core Tile System (src/spreadsheet/tiles/core/)

    • Tile.ts - Base tile interface with confidence, trace, discriminate
    • TileChain.ts - Sequential tile composition
    • Registry.ts - Tile registration and discovery

  • Proof of Concepts (src/spreadsheet/tiles/)

    • confidence-cascade.ts - Three-zone model (GREEN/YELLOW/RED)
    • stigmergy.ts - Digital pheromone coordination
    • tile-memory.ts - L1-L4 memory hierarchy
    • composition-validator.ts - Algebraic composition validation

  • Backend Infrastructure (src/spreadsheet/tiles/backend/)

    • TileCache.ts - KV-cache for tile results
    • TileCompiler.ts - Tile compilation
    • TileWorker.ts - Distributed execution

  • Monitoring & Tracing (src/spreadsheet/tiles/monitoring/, tracing/)

    • Zone monitoring with real-time metrics
    • Tile tracer with execution visualization

  • Cell System (src/spreadsheet/cells/)

    • LogCell.ts - Base cell with head/body/tail
    • ExplainCell.ts - Human-readable explanations
    • AnalysisCell.ts, FilterCell.ts, TransformCell.ts

  • Research Documentation (docs/research/smp-paper/)

    • 140+ research documents across 15 breakthrough domains
    • Formal mathematical foundations
    • Quantum tiles, streaming tiles, TCL (Tile Composition Language)

What's Broken (TypeScript Errors)

Error Distribution by File:

src/spreadsheet/ui/admin/FeatureFlagPanel.tsx      - 436 errors
src/spreadsheet/features/cell-theater/CellInspectorWithTheater.tsx - 301 errors
src/spreadsheet/mobile/TouchCellInspector.tsx                     - 253 errors
src/spreadsheet/ui/admin/ExperimentReport.tsx                   - 242 errors
src/spreadsheet/ui/components/CellInspector.tsx                 - 237 errors
src/spreadsheet/io/ui/ExportImportButtons.tsx                   - 219 errors
src/spreadsheet/ui/admin/AuditLogViewer.tsx                    - 184 errors
src/spreadsheet/ui/components/ConflictModal.tsx                - 179 errors
src/backup/strategies/*.ts                                       - ~30 errors
src/api/*.ts                                                   - ~20 errors
src/cli/commands/*.ts                                          - ~15 errors

Error Types:

  1. Missing imports - Modules not found or wrong paths
  2. Type mismatches - Buffer types, enum incompatibilities
  3. Implicit any - Parameters without type annotations
  4. Override modifiers - Missing override keywords
  5. Module resolution - Missing .js extensions

Team Completion Plan (Orchestrator-led)

Phase A: Clean Up TypeScript Errors (Priority: CRITICAL)

Estimated Time: 2-3 hours

  1. UI Component Fixes (60% of errors)

    • Fix import paths with .js extensions
    • Add proper type annotations for implicit any
    • Fix React component prop types
    • Files: FeatureFlagPanel.tsx, CellInspectorWithTheater.tsx, TouchCellInspector.tsx

  2. Backend Fixes (20% of errors)

    • Fix Buffer type mismatches in backup strategies
    • Add override modifiers where needed
    • Fix enum type assignments

  3. API/CLI Fixes (20% of errors)

    • Fix module imports
    • Add type declarations
    • Fix function signatures

Phase B: Integration Testing (Priority: HIGH)

Estimated Time: 1 hour

  1. Run tile integration tests
  2. Validate confidence flow (sequential multiplication, parallel averaging)
  3. Test zone classification (GREEN ≥0.90, YELLOW 0.75-0.89, RED <0.75)

Phase C: Advanced Tiles Implementation (Priority: MEDIUM)

Estimated Time: 2-4 hours

  1. Cross-Modal Tiles - Text/image/audio shared latent space
  2. Counterfactual Branching - Parallel "what if" simulations
  3. Distributed Execution - Multi-node tile processing
  4. Federated Learning - Organization tile sharing

Phase D: Documentation & Polish (Priority: LOW)

Estimated Time: 1 hour

  1. Update CLAUDE.md with final state
  2. Create API documentation
  3. Add usage examples

File Fix Priority Order

Immediate (Do First)

  1. src/spreadsheet/ui/admin/FeatureFlagPanel.tsx - 436 errors
  2. src/spreadsheet/features/cell-theater/CellInspectorWithTheater.tsx - 301 errors
  3. src/spreadsheet/mobile/TouchCellInspector.tsx - 253 errors

Second Wave

  1. src/spreadsheet/ui/admin/ExperimentReport.tsx - 242 errors
  2. src/spreadsheet/ui/components/CellInspector.tsx - 237 errors
  3. src/spreadsheet/io/ui/ExportImportButtons.tsx - 219 errors

Third Wave

  1. src/spreadsheet/ui/admin/AuditLogViewer.tsx - 184 errors
  2. src/spreadsheet/ui/components/ConflictModal.tsx - 179 errors
  3. Backup strategy files - ~30 errors

Final Cleanup

  1. API files - ~20 errors
  2. CLI files - ~15 errors

Key Architectural Decisions

Three-Zone Confidence Model

GREEN (≥0.90) → Auto-proceed, no human review needed
YELLOW (0.75-0.89) → Human review recommended
RED (<0.75) → Stop execution, diagnose issues

Confidence Flow Rules

  • Sequential Composition: Confidence MULTIPLIES
    • 0.90 × 0.80 = 0.72 (drops to RED zone)
  • Parallel Composition: Confidence AVERAGES
    • (0.90 + 0.70) / 2 = 0.80 (YELLOW zone)

Memory Hierarchy (L1-L4)

  • L1 Register: Immediate, single execution
  • L2 Working: Current session, limited capacity
  • L3 Session: Full session data, larger capacity
  • L4 Long-term: Persistent across sessions

Success Criteria

Minimum Viable Completion

  • Zero TypeScript compilation errors
  • All tests pass
  • Core tile examples work
  • README documentation updated

Full Completion

  • All Phase A-D tasks complete
  • Integration tests validate confidence flow
  • At least 2 advanced tiles implemented
  • API documentation generated

Quick Reference Commands

# Check TypeScript errors
npx tsc --noEmit 2>&1 | grep "error TS" | wc -l

# Group errors by file
npx tsc --noEmit 2>&1 | grep "error TS" | sed 's/(.*//' | sort | uniq -c | sort -rn | head -20

# Run tests
npm test

# Run specific test file
npx vitest run src/spreadsheet/tiles/tests/integration.test.ts

# Commit progress
git add -A && git commit -m "fix: TypeScript error batch"
git push origin main

Notes for Team Coordination

  1. Don't over-engineer - Fix what's broken, don't add features
  2. Batch similar fixes - Fix all "implicit any" errors together
  3. Test after each batch - Run tsc after every 5-10 file fixes
  4. Commit frequently - Small commits are easier to rollback
  5. Trust the research - The docs/research/ folder has 140+ documents with implementation guidance
  6. Coordinate via agent-messages - Leave progress updates and questions in /agent-messages/
  7. Share breakthroughs - Document key insights immediately for other agents
  8. Cross-reference understanding - Read other agents' output files periodically

Last Updated: 2026-03-10 Status: Ready for Team Orchestration