recursive-engine--generative-entity

RE:GE Project Roadmap

This document outlines the development roadmap for RE:GE (Recursive Engine: Generative Entity).

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Completed

Phase 1: Core Implementation

• Core data models (Fragment, Invocation, Patch, CanonEvent)
• Invocation parser with ritual syntax
• Soul Patchbay routing system with priority queue
• Depth tracking with configurable limits
• 5-tier charge system (LATENT → CRITICAL)
• Tag system for content classification

Phase 2: Organ Implementation (22/22)

• HEART_OF_CANON - Core mythology
• MIRROR_CABINET - Reflection and interpretation
• MYTHIC_SENATE - Law governance
• ARCHIVE_ORDER - Storage and retrieval
• RITUAL_COURT - Ceremonial logic
• CODE_FORGE - Symbol-to-code translation
• BLOOM_ENGINE - Generative growth
• SOUL_PATCHBAY - Modular routing
• ECHO_SHELL - Recursion interface
• DREAM_COUNCIL - Collective processing
• MASK_ENGINE - Identity layers
• CHAMBER_COMMERCE - Symbolic economy
• BLOCKCHAIN_ECONOMY - Immutable records
• PROCESS_MONETIZER - Creative monetization
• AUDIENCE_ENGINE - Fan cultivation
• PLACE_PROTOCOLS - Spatial context
• TIME_RULES - Temporal recursion
• ANALOG_DIGITAL - Format translation
• PROCESS_PRODUCT - Product conversion
• CONSUMPTION_PROTOCOL - Ethical consumption
• STAGECRAFT_MODULE - Performance rituals
• INTERLOCUTOR - Ghost dialogue protocols and symbolic being interfaces (AAW_CORE_09)

Phase 3: Protocols

• FUSE01 - Fragment fusion protocol
• Recovery protocol with snapshots
• Law enforcement with 7 core laws
• Checkpoint management

Phase 4: CLI & Interface

• Basic CLI with Click framework
• invoke command for ritual execution
• status command for system overview
• fragments command group
• checkpoint command group
• recover command
• Enhanced REPL with session state
• laws command group
• fusion command group
• depth command group
• queue command group
• batch command for scripted execution
• Output formatting (YAML, CSV, table, colors)

Phase 5: External Bridges

• Bridge infrastructure (base class, registry, config)
• Obsidian bridge - Fragment export/import
• Git bridge - Hook installation, commit logging
• Max/MSP bridge - OSC communication
• Bridge CLI commands

Phase 6: Workflow Orchestration

• Phase and Branch definitions
• RitualChain for multi-step workflows
• ChainExecution tracking
• RitualChainOrchestrator
• 6 built-in ritual chains
• Chain CLI commands

Phase 7: Documentation

• API reference (organs, models)
• CLI command reference
• Bridge setup guides
• Usage examples

Phase 8: Testing & Quality

• 1328 tests passing
• 85% code coverage
• Coverage tests for edge cases

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Planned

Phase 9: Coverage to 95%

• CLI module coverage improvements
• Orchestrator edge case testing
• Bridge error path testing
• Protocol failure scenario testing

Phase 10: Advanced Orchestration

• Custom chain builder CLI
• Chain persistence to file
• Chain import/export
• Parallel phase execution
• Timeout handling per phase
• Retry policies

Phase 11: Enhanced Bridges

• Notion bridge
• Markdown file bridge
• SQLite persistence option
• WebSocket bridge for real-time
• Bridge health monitoring
• Automatic reconnection

Phase 12: Web Interface

• REST API server
• WebSocket for real-time updates
• Browser-based REPL
• Visualization of fragment graphs
• Charge decay animations

Phase 13: LLM Integration

• Claude/GPT organ handlers
• Symbol interpretation via LLM
• Canon candidate suggestions
• Contradiction detection
• Automated grief processing

Phase 14: Plugin System

• Plugin discovery and loading
• Custom organ plugins
• Custom protocol plugins
• Custom bridge plugins
• Plugin marketplace concept

Phase 15: Performance & Scale

• Async organ execution
• Queue persistence across restarts
• Distributed processing concept
• Large fragment handling
• Memory optimization

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Future Considerations

Mobile & Desktop Apps

• Native macOS app with SwiftUI
• iOS companion app
• Electron desktop app

Creative Tools Integration

• Ableton Live bridge
• TouchDesigner bridge
• Unity/Unreal bridge
• p5.js export mode

Academic Features

• Citation graph visualization
• Genealogy engine completion
• Failure study analytics
• Mythical citation tracking

Community Features

• Shared canon spaces
• Collaborative ritual chains
• Fragment exchange protocols
• Public/private canon boundaries

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Version History

Version	Date	Highlights
0.1.0	2024-01	Initial core implementation
0.2.0	2024-01	10 organs, basic CLI
0.3.0	2024-01	16 organs, extended tests
0.4.0	2024-01	21 organs, protocols
0.5.0	2024-01	Bridges, orchestration, enhanced CLI

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Contributing

See CONTRIBUTING.md for how to propose roadmap items.

Priorities are determined by:

1. Core functionality gaps
2. User-requested features
3. Test coverage improvements
4. Documentation needs
5. Integration opportunities

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