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Zouroboros Implementation Roadmap

Overview

This roadmap tracks the consolidation of all Zouroboros enhancements into a unified monorepo.

Phase 0: Foundation ✅ (Complete)

Goal: Establish core infrastructure that all packages depend on.

Deliverables

  • Monorepo structure with pnpm workspaces
  • zouroboros-core package with types and config
  • Shared TypeScript configurations
  • Build pipeline
  • Core types complete (ZoComputerConfig, MemoryConfig, SwarmConfig, etc.)
  • Configuration management (load, save, validate)
  • Constants and defaults
  • Utility functions

Files Created

  • packages/core/src/types.ts - Complete type definitions
  • packages/core/src/constants.ts - All constants and defaults
  • packages/core/src/config/loader.ts - Config loading/saving
  • packages/core/src/utils/index.ts - Shared utilities

Phase 1: Memory System ✅ (Complete)

Goal: Port zo-memory-system into zouroboros-memory.

Deliverables

  • SQLite schema with migrations
  • Database management module
  • Vector embeddings (Ollama integration)
  • Facts storage and retrieval
  • Exact, vector, and hybrid search
  • Episodic memory (events)
  • Auto-capture for conversations
  • Cognitive profiles
  • HyDE expansion
  • Graph-boosted search
  • MCP server for memory access
  • CLI commands

Files Created

  • packages/memory/src/database.ts - SQLite schema and migrations
  • packages/memory/src/embeddings.ts - Ollama vector embeddings (includes HyDE)
  • packages/memory/src/facts.ts - Fact storage and search
  • packages/memory/src/episodes.ts - Event-based memory
  • packages/memory/src/capture.ts - Auto-capture for conversations
  • packages/memory/src/profiles.ts - Cognitive profile tracking
  • packages/memory/src/graph.ts - Graph-boosted search
  • packages/memory/src/mcp-server.ts - MCP server (stdio transport)
  • packages/memory/src/cli.ts - CLI commands

Phase 2: OmniRoute Integration (Removed)

OmniRoute has been removed from the Zouroboros ecosystem. The zouroboros-omniroute package and all related integrations have been deprecated.

Phase 3: Workflow Tools ✅ (Complete)

Goal: Port Ouroboros-derived workflow tools.

Deliverables

  • zouroboros-workflow package
  • Spec-first interview (Socratic questioning)
  • Ambiguity scoring algorithm
  • Seed specification generation
  • Three-stage evaluation pipeline
    • Stage 1: Mechanical verification
    • Stage 2: Semantic evaluation
    • Stage 3: Consensus (placeholder)
  • Unstuck lateral thinking (5 personas)
    • Hacker strategy
    • Researcher strategy
    • Simplifier strategy
    • Architect strategy
    • Contrarian strategy
    • Auto-selection based on signals
  • Autoloop optimization engine
    • Program.md parser
    • Loop state management
    • Stagnation detection
    • Experiment tracking
  • CLI tools for all components

Files Created

  • packages/workflow/src/interview/ - Interview and seed generation
  • packages/workflow/src/evaluate/ - Three-stage evaluation
  • packages/workflow/src/unstuck/ - Lateral thinking personas
  • packages/workflow/src/autoloop/ - Optimization loop
  • packages/workflow/src/cli/ - Command-line interfaces

Phase 4: Swarm Orchestrator ✅ (Complete)

Goal: Port zo-swarm-orchestrator and zo-swarm-executors.

Deliverables

  • zouroboros-swarm package
  • Circuit Breaker V2 (CLOSED/OPEN/HALF_OPEN)
  • 6-signal composite routing
  • DAG execution (streaming and waves)
  • Executor bridge management
  • Registry loader
  • CLI with doctor command
  • Token optimization (Phase 8+)
  • Stagnation detection (Phase 8+)

Files Created

  • packages/swarm/src/circuit/breaker.ts - Circuit breaker implementation
  • packages/swarm/src/routing/engine.ts - 6-signal routing
  • packages/swarm/src/dag/executor.ts - DAG execution
  • packages/swarm/src/executor/bridge.ts - Bridge execution
  • packages/swarm/src/registry/loader.ts - Registry management
  • packages/swarm/src/orchestrator.ts - Main orchestrator
  • packages/swarm/src/cli/index.ts - CLI

Phase 5: Personas & Agents ✅ (Complete)

Goal: Port zo-persona-creator and Agency Agents integration.

Deliverables

  • zouroboros-personas package
  • 8-phase persona creation workflow
  • SOUL.md constitution generator
  • IDENTITY.md presentation generator
  • Safety rules framework with domain templates
  • Prompt template generator
  • Interactive and non-interactive CLI
  • Agency Agents reference support
  • SkillsMP API client (deferred to Phase 8)

Files Created

  • packages/personas/src/generators/persona.ts - Main generator
  • packages/personas/src/templates/soul.ts - SOUL template
  • packages/personas/src/templates/identity.ts - IDENTITY template
  • packages/personas/src/templates/prompt.ts - Prompt template
  • packages/personas/src/templates/safety.ts - Safety rules
  • packages/personas/src/cli/index.ts - CLI interface

Phase 6: Self-Heal System ✅ (Complete)

Goal: Port zouroboros-introspect, prescribe, and evolve.

Deliverables

  • zouroboros-selfheal package
  • Daily introspection scorecard
  • Metric collection (7 metrics)
  • Playbook registry
  • Governor with safety rules
  • Seed specification generator
  • Evolution executor
  • Pre/post-flight scorecard snapshots
  • CLI commands: zouroboros-introspect, zouroboros-prescribe, zouroboros-evolve

Files Created

  • packages/selfheal/src/types.ts - Core types
  • packages/selfheal/src/introspect/ - Scorecard collection
  • packages/selfheal/src/prescribe/ - Playbook mapping, governor, seed generation
  • packages/selfheal/src/evolve/ - Execution engine with baseline/delta measurement

Phase 7: CLI & TUI ✅ (Complete)

Goal: Unified command-line and terminal interfaces.

Deliverables

  • zouroboros-cli package complete
  • Main zouroboros command with all subcommands
  • init - Initialize configuration
  • doctor - Health check with component verification
  • config - Get/set/list configuration
  • memory - Memory search, store, stats
  • swarm - Run campaigns, check status
  • persona - Create and list personas
  • workflow - Interview, evaluate, unstuck, autoloop
  • heal - Introspect, prescribe, evolve
  • tui - Launch terminal dashboard
  • zouroboros-tui package
  • Visual dashboard with blessed
  • Status panels, metrics, activity log
  • Quick command shortcuts

Commands

zouroboros init              # Initialize configuration
zouroboros doctor            # Health check
zouroboros config get/set    # Configuration management
zouroboros memory search     # Search memory
zouroboros memory capture    # Capture conversation
zouroboros swarm run         # Run swarm campaign
zouroboros persona create    # Create new persona
zouroboros workflow interview # Run spec-first interview
zouroboros workflow evaluate # Run three-stage eval
zouroboros heal introspect   # Run health check
zouroboros heal prescribe    # Generate improvement plan
zouroboros heal evolve       # Execute improvement
zouroboros tui               # Launch terminal UI

Files Created

  • cli/src/index.ts - Main CLI entry point
  • cli/src/commands/ - All command implementations
  • cli/src/utils/doctor.ts - Health check utility
  • tui/src/index.ts - Terminal dashboard

Phase 8: Documentation & Polish ✅ (Complete)

Goal: Make it usable for Zo Computer novices.

Deliverables

  • Complete README with Zo chat examples
  • Installation guide (one-command install script)
  • Quick start tutorial
  • API documentation (in packages)
  • Example projects
    • basic-memory/ — Memory fundamentals
    • swarm-campaign/ — Multi-agent orchestration
  • Docker setup (Dockerfile + docker-compose.yml)
  • Onboarding script (scripts/install.sh)

Documentation Structure

docs/
├── getting-started/
│   ├── installation.md      ✅
│   ├── quickstart.md        ✅
│   └── tutorial.md          🔄 (can be expanded)
├── architecture/            🔄 (can be expanded)
├── reference/               🔄 (can be expanded)
└── examples/                ✅

examples/
├── basic-memory/            ✅
│   ├── README.md
│   └── index.ts
├── swarm-campaign/          ✅
│   ├── README.md
│   ├── campaign.json
│   └── index.ts
├── persona-creation/        🔄 (placeholder)
└── self-healing/            🔄 (placeholder)

scripts/
└── install.sh               ✅ One-command installer

docker/
├── Dockerfile               ✅
└── docker-compose.yml       ✅

Final Status

✅ PHASES COMPLETE — v2.0.0 Released (2026-04-26)

Overall Progress: 8/8 original phases + RAG package (added in v2.0.0) Repository: https://github.com/marlandoj/zouroboros Latest Release: v2.0.0 — umbrella release covering RAG package, swarm decision gate, Hermes integration, persona-scoped memory, Mimir synthesis, 40% p50 latency drop. See CHANGELOG.md for full notes.

Note: Phases 4 and 5 each have deferred items (Token optimization, Stagnation detection, SkillsMP API client) that are explicitly scoped to future work. See BACKLOG.md for active follow-ups.

Completed Packages (9)

Package Status Description
zouroboros-core ✅ Types, config, utilities
zouroboros-memory ✅ SQLite + vector memory, persona-scoped facts, Mimir synthesis
zouroboros-rag ✅ RAG enrichment + sage-node DAG (added v2.0.0)
zouroboros-workflow ✅ Interview, eval, unstuck, autoloop
zouroboros-personas ✅ Persona creation framework
zouroboros-swarm ✅ Multi-agent orchestration + decision gate + Hermes alerts
zouroboros-selfheal ✅ Introspection & evolution
zouroboros-cli ✅ Unified CLI
zouroboros-tui ✅ Terminal UI

Completed Documentation

  • ✅ Comprehensive README
  • ✅ Installation guide with one-line install
  • ✅ Quick start tutorial
  • ✅ Docker setup
  • ✅ Example projects
  • ✅ Package READMEs