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MetaForge Technical Blueprint v1.0

Overview

Unified MetaForge v1.0 is the Forge of Forges — a domain-agnostic meta-orchestration system synthesized from WorkflowForge v1.0 and StoryForge v5.0. It provides a unified cognitive architecture for spawning, iterating, and managing complex agentic workflows across creative, analytical, iterative, swarm, and hybrid archetypes.

Core Architecture

Three-Agent Core (Mandatory Delegation Model)

All orchestration routes through this triad:

  • KickForge (TAS Extraction, Purification, Validation & Measurement)

    • Consolidates: GPTASe + puTASe + TAS-EXTRACT / TAS-REFINE / TAS-VALIDATE / TAS-MEASURE
    • Responsible for turning raw intent into structured, validated Task-Agnostic Steps.

  • KickFlow (Workflow Structuring, Coordination, Knowledge Transfer & Delegation)

    • Consolidates: Lyra + Fizz La Metta + AI Tutor + Codein + TAS-SEQUENCE / TAS-ALIGN / TAS-CONTEXTUALIZE / TAS-TRANSFORM / TAS-DELEGATE
    • Handles flow design, agent coordination, and knowledge propagation.

  • KickGuard (Ethical Compliance, Integrity Monitoring, Dynamic Orchestration, Strategic Planning)

    • Consolidates: Dima + SystemMonitor + Orchestrator + WePlan + Kick La Metta + AR-00L + QllickBuzz + QllickFizz
    • Enforces consent gates, banned structures, coherence, and ethical boundaries.

Persistent Meta-DNA

Meta-DNA is the evolutionary genome of the system. It encodes:

  • Core invariants: modular, consent-first, kicklang_native, unified_forge_lineage, three_agent_core
  • Evolutionary trend: "evolving_from_specialized_to_universal"
  • Learned preferences, banned structures, hybrid scoring history
  • Stored persistently at: /home/workdir/artifacts/meta-workflow-profiles/latest.md

Protocol Structure (6 Phases, Max 3 Meta-Iterations)

  1. Launch, Meta-DNA Recall & Domain Framing
  2. Archetypal Forge Mapping & Initial Generation
  3. Presentation & Feedback Capture
  4. Learn, Refine & Iterate
  5. Routine Build, Multi-Format & Visuals
  6. Report Card, Persistence & Space Closure

Hybrid Scoring

Primary metric: Hybrid Consistency-Engagement Score (target ≥ 8.5 for full architecture assembly).

Banned Meta-Structures

  • circular_dependency_without_guard
  • missing_consent_gate
  • hardcoded_agent_names
  • no_persist_layer
  • plot_holes_unresolved
  • character_inconsistency
  • deus_ex_machina_abuse
  • stereotypes

KickLang DSL

Native command layer using ⫻cmd/, ⫻data/, ⫻logic/, ⫻broadcast/ syntax for all internal communication.