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POLLN Feature Index

Last Updated: 2026-03-10 Purpose: Complete inventory of all features, capabilities, and system modules

Core Distributed Intelligence System

1. Core Tile System

  • Location: src/core/
  • Status: COMPLETE
  • Key Files:
    • src/core/tile.ts - Foundation tile implementation
    • src/core/TileChain.ts - Tile composition and chaining
    • src/core/Registry.ts - Tile registry and lookup
    • src/spreadsheet/tiles/core/Tile.ts - Advanced tile features
    • src/spreadsheet/tiles/core/TileChain.ts - Enhanced composition

Features:

  • Confidence cascade system (GREEN/YELLOW/RED zones)
  • Three-zone model decision making
  • Tile composition and inheritance
  • Type-safe tile definitions
  • Extensible architecture

2. Confidence Model

  • Status: COMPLETE
  • Zone Classification:
    • GREEN (≥0.90) - Auto-proceed
    • YELLOW (0.75-0.89) - Human review
    • RED (<0.75) - Stop, diagnose

Features:

  • Sequential multiplication (confidence decay)
  • Parallel averaging (consensus building)
  • Confidence flow algorithms
  • Zone monitoring and transitions

3. PoC Tile Implementations

  • Location: src/spreadsheet/tiles/

Implemented Tiles:

  1. Confidence Cascade Tile - Sequential confidence flows
  2. Stigmergy Tile - Pheromone-based coordination
  3. Tile Memory Tile - State and history management
  4. Fraud Detection Tile - Real-world ML example
  5. Sentiment Analysis Tile - NLP example

4. Advanced Cell System

  • Location: src/spreadsheet/core/

Cell Types:

  • CellBody - Core data container
  • CellHead - Input interface
  • CellOrigin - Source tracking
  • CellTail - Output interface
  • Sensation - Event system

Specialized Cells:

  • Input/Output cells
  • Decision/Filter cells
  • Analysis cells
  • Analytics cells (Monte Carlo, Optimization, Regression, TimeSeries)

Distributed Intelligence Architecture

5. Colony System

  • Location: src/core/colony.ts, src/microbiome/
  • Status: COMPLETE

Features:

  • Multi-agent colony management
  • Agent coordination and communication
  • Colony lifecycle management
  • Distributed decision-making
  • Emergent behavior orchestration

6. Agent System

  • Location: src/core/agent.ts, src/agents/

Agent Types:

  • Decision agents
  • Learning agents
  • Intelligence agents
  • Specialized domain agents

Capabilities:

  • Autonomous decision-making
  • Learning and adaptation
  • Memory management
  • Goal-oriented behavior

7. Federation System

  • Location: src/core/federation/, src/core/distributed/

Features:

  • Cross-colony communication
  • Federated learning
  • Privacy-preserving computation
  • Fault tolerance and resilience
  • Byzantine fault handling

8. Microbiome Ecosystem

  • Location: src/microbiome/
  • Status: COMPLETE
  • 30+ specialized files

Components:

  • Bacteria simulation
  • Colony ecosystem
  • Distributed evolution
  • Genetic algorithms
  • Creative generation
  • Immune system
  • Metalearning
  • Murmuration (bio-inspired coordination)
  • Performance optimization
  • Predictive analytics

LoRA & Expert Systems

9. LoRA (Low-Rank Adaptation) System

  • Location: src/core/lora/

Features:

  • Expert registry
  • Adapter management
  • Pipeline orchestration
  • Multi-expert composition
  • Efficient parameter adaptation

Safety & Constraints

10. Guardian System

  • Location: src/core/guardian/

Features:

  • Constraint enforcement
  • Safety boundaries
  • Learning guardrails
  • Operational limits
  • Autonomous safety checking

11. Security System

  • Location: src/core/security/

Features:

  • Cryptographic primitives
  • Key management
  • Audit logging
  • Access control
  • Encryption/decryption

Coordination & Communication

12. Stigmergy System

  • Location: src/core/stigmergy/, src/coordination/

Features:

  • Pheromone-based communication
  • Indirect coordination
  • Emergent task distribution
  • Self-organizing patterns

13. Bytecode System

  • Location: src/core/bytecode/

Features:

  • Compact instruction encoding
  • Bytecode compilation
  • Efficient execution
  • Stability analysis

14. Hydraulic System

  • Location: src/core/hydraulic/

Features:

  • Flow monitoring
  • Pressure control
  • Load balancing
  • Throughput optimization

Knowledge & Memory

15. KV Cache System

  • Location: src/core/kv*.ts

Implementations:

  • kvtile.ts - Tile-based KV storage
  • kvanchor.ts - Anchor-based storage
  • kvdream.ts - Dream-based caching
  • kvfederated.ts - Distributed KV
  • kvmeadow.ts - Meadow-based storage

Features:

  • Distributed caching
  • Federation support
  • Dream-based recall
  • Anchor-based retrieval

16. Memory Management

  • Location: src/memory/

Features:

  • Cache hierarchy
  • Memory pooling
  • Garbage collection
  • Retention policies

Learning & Evolution

17. Learning Systems

  • Location: src/core/learning.ts

Capabilities:

  • Reinforcement learning
  • Supervised learning
  • Meta-learning
  • Online adaptation

18. Evolution System

  • Location: src/core/evolution.ts, src/microbiome/genetic.ts

Features:

  • Genetic algorithms
  • Population evolution
  • Fitness-based selection
  • Mutation and crossover

Decision Making

19. Decision System

  • Location: src/core/decision.ts

Features:

  • Multi-criteria evaluation
  • Utility maximization
  • Risk assessment
  • Preference aggregation

Dream & Dreaming

20. Dreaming System

  • Location: src/core/dreaming.ts

Features:

  • Offline learning
  • Simulation-based training
  • Scenario exploration
  • Experience replay

Emergence & Complexity

21. Emergence Detection

  • Location: src/core/emergence/

Features:

  • Pattern recognition
  • Emergent property detection
  • Complexity analysis
  • System behavior metrics

Spreadsheet Platform Features

22. Formula System

  • Location: src/spreadsheet/formula/

Components:

  • Formula parser
  • Expression evaluator
  • Function registry
  • AST builder and traversal

Features:

  • 100+ built-in functions
  • Custom function registration
  • Error handling
  • Type coercion

23. Collaboration System

  • Location: src/spreadsheet/collaboration/

Features:

  • Yjs integration (CRDT)
  • Operational transformation
  • Real-time presence
  • Version control
  • Conflict resolution
  • Multi-user editing

24. Database System

  • Location: src/spreadsheet/database/

Features:

  • Repository pattern
  • Database migrations
  • Query optimization
  • CRUD operations
  • Transaction support

25. Import/Export

  • Location: src/spreadsheet/io/

Supported Formats:

  • Excel (XLSX)
  • CSV
  • JSON
  • Google Sheets
  • Airtable
  • Notion
  • Clipboard

Features:

  • Batch import
  • Streaming export
  • Format conversion
  • Data validation
  • Auto-save

26. Mobile Features

  • Location: src/spreadsheet/mobile/

Components:

  • Gesture handling
  • Touch UI
  • Mobile optimizations
  • Responsive layout

Features:

  • Two-finger zoom
  • Swipe navigation
  • Mobile formula bar
  • Touch-optimized editing

27. ML/AI Features

  • Location: src/spreadsheet/ml/

TensorFlow.js Integration:

  • Model training
  • Inference engine
  • Pattern detection (anomaly, trend)

NLP Features:

  • Formula generation from natural language
  • Cell content explanation
  • Intent recognition
  • Voice commands

28. GPU Acceleration

  • Location: src/spreadsheet/gpu/

Features:

  • Compute shaders
  • WebGL processing
  • GPU-accelerated heatmaps
  • Parallel computation

29. Performance Optimization

  • Location: src/spreadsheet/performance/

Components:

  • Virtual grid
  • Lazy rendering
  • Cell clustering
  • Progressive rendering

Tools:

  • Performance profiler
  • Benchmarking suite
  • Optimization guides

30. Accessibility

  • Location: src/spreadsheet/accessibility/

Features:

  • ARIA labels
  • Focus management
  • Screen reader support
  • Keyboard navigation
  • High contrast themes
  • Text scaling

31. Charts & Visualization

  • Location: src/spreadsheet/charts/

Components:

  • Chart renderer
  • Legend management
  • Tooltip system
  • Axis management
  • Multiple chart types

32. Error Handling

  • Location: src/spreadsheet/errors/

Features:

  • Error handler
  • Circuit breaker pattern
  • Retry manager
  • Graceful degradation

33. Event Sourcing

  • Location: src/spreadsheet/eventsourcing/

Features:

  • Event store
  • Command handler
  • Snapshot management
  • Event replay

34. Plugins System

  • Location: src/spreadsheet/plugins/

Features:

  • Plugin manager
  • Plugin loader
  • Plugin API
  • Hook system

35. I18n & Localization

  • Location: src/spreadsheet/i18n/

Features:

  • Multi-language support
  • Date/time formatting
  • Number formatting
  • Currency handling
  • Pluralization rules

36. Integrations

  • Location: src/spreadsheet/integrations/

Supported Services:

  • Slack
  • Microsoft Teams
  • GitHub
  • Cloud databases
  • Custom APIs

Backend Infrastructure

37. API Server

  • Location: src/api/

Components:

  • Express-based REST API
  • Authentication
  • Rate limiting
  • Connection pooling
  • Middleware stack

Features:

  • OAuth/OIDC support
  • API key management
  • Request validation
  • Response formatting

38. WebSocket Server

  • Location: src/spreadsheet/backend/websocket/

Features:

  • Real-time updates
  • Presence tracking
  • Message broadcasting
  • Connection management
  • Automatic reconnection

39. Cache System

  • Location: src/spreadsheet/backend/cache/

Types:

  • Tiered cache (L1, L2, L3)
  • Redis integration
  • In-memory cache
  • Cache invalidation

40. Queue System

  • Location: src/spreadsheet/backend/queues/

Features:

  • Event queue
  • Sensation queue
  • Message sharding
  • Priority queues
  • Dead-letter handling

41. Monitoring & Observability

  • Location: src/monitoring/

Components:

  • Metrics collection
  • Logging system
  • Health checks
  • Distributed tracing
  • Alert management

Features:

  • Prometheus metrics
  • Structured logging
  • Span tracing
  • Custom dashboards

42. Backup & Recovery

  • Location: src/backup/, src/restore/

Storage Backends:

  • AWS S3
  • Azure Blob
  • Google Cloud Storage
  • Local filesystem

Features:

  • Full backups
  • Incremental backups
  • Snapshot-based recovery
  • Point-in-time restore
  • Retention policies
  • Automated scheduling
  • Disaster recovery

43. High Availability

  • Location: src/failover/

Strategies:

  • Cold standby
  • Hot standby
  • Multi-active setup
  • Health detection
  • Automatic failover

Features:

  • Periodic health checks
  • Graceful degradation
  • State synchronization
  • Leader election

44. Auto-scaling

  • Location: src/scaling/

Policies:

  • Cost-optimized
  • Predictive scaling
  • Proactive scaling
  • Reactive scaling

Features:

  • Metric-based scaling
  • Scheduled scaling
  • Custom thresholds
  • Scale-down protection

45. CLI Interface

  • Location: src/cli/

Commands (15+):

  • backup/create, backup/list, backup/restore
  • colony/create, colony/list, colony/manage
  • tile/deploy, tile/test, tile/monitor
  • config management
  • Health checks

46. Security Features

  • Location: src/api/security/, src/core/security/

Capabilities:

  • Key rotation
  • Memory protection
  • Certificate management
  • Encryption/decryption
  • Audit logging

47. Feature Flags

  • Location: src/spreadsheet/backend/features/

Components:

  • Feature flag manager
  • Experiment tracker
  • A/B testing
  • Gradual rollout

Dashboard & Visualization

48. Dashboard System

  • Location: src/dashboard/

Dashboards:

  • Emergence dashboard
  • System dashboard
  • Performance dashboard
  • Colony dashboard

Features:

  • Real-time metrics
  • Historical trends
  • Custom visualizations
  • Interactive controls

49. Cell Garden

  • Location: src/spreadsheet/features/cell-garden/

Features:

  • Visual cell representation
  • Garden metaphor interface
  • Cell growth visualization
  • Interactive exploration

50. Cell Theater

  • Location: src/spreadsheet/features/cell-theater/

Features:

  • Advanced cell inspection
  • Confidence visualization
  • Flow diagrams
  • State exploration

SDK & Public API

51. Public SDK

  • Location: src/sdk/

APIs:

  • CellAPI - Cell operations
  • ColonyAPI - Colony management
  • SpreadsheetAPI - Sheet operations
  • TileAPI - Tile management

Features:

  • Type-safe interfaces
  • Chainable methods
  • Event subscriptions
  • Batch operations

52. Benchmarking

  • Location: src/benchmarking/, src/benchmarks/

Benchmark Suites:

  • Agent benchmarks
  • Communication benchmarks
  • Decision benchmarks
  • Integration benchmarks
  • KV cache benchmarks
  • Learning benchmarks
  • Worldmodel benchmarks

Features:

  • Comparative analysis
  • Baseline tracking
  • Performance profiling
  • HTML report generation

Research & Innovation

53. SMP White Paper Research

  • Location: docs/research/smp-paper/
  • 30+ subdirectories

Coverage:

  • Theoretical foundations
  • Formal methods
  • Distributed systems
  • Quantum aspects
  • Visualization schemas
  • Case studies
  • Simulations

54. Simulation Framework

  • Location: simulations/

Features:

  • SMP validation
  • Distributed scenarios
  • Performance modeling
  • Graph evolution
  • Advanced transfer learning

Summary Statistics

Category Count Status
Core Features 54 Complete
Cell Types 20+ Active
Tile Examples 5+ Functional
Benchmark Suites 7 Comprehensive
Integration Points 8+ Active
Supported Formats 7 Complete
CLI Commands 15+ Functional
API Endpoints 30+ Documented
Dashboard Views 4+ Active
Research Documents 200+ Extensive

Quick Access by Use Case

For Distributed Intelligence:

  • Core Tile System, Colony System, Agent System, Stigmergy, Bytecode, Hydraulic

For Enterprise Data:

  • Spreadsheet Platform, Import/Export, Database, Collaboration, Mobile

For Production Deployment:

  • Backup/Recovery, Failover, Auto-scaling, Monitoring, Security

For Research:

  • SMP White Paper, Simulations, Learning Systems, Evolution

For Developer Experience:

  • CLI, SDK, Benchmarking, Documentation, Examples

Last Reviewed: 2026-03-10 Total Features: 50+ major features across all systems Production Ready: YES Test Coverage: Comprehensive (150+ test files)