Soul Spec: An Evolving Specification for Declarative AI Persona Definition

As LLM-driven agents proliferate across consumer and enterprise applications, the lack of a shared specification for AI personas creates fragmented behavior, security gaps, and integration friction. We present Soul Spec, an open specification for declarative AI persona definition with a 5-file structure (SOUL, IDENTITY, AGENTS, TOOLS, USER) optimized for human-readable authoring, machine-verifiable validation, and cross-runtime portability. We trace the evolution of Soul Spec from v0.1 through v0.6 (currently at RFC discussion stage), documenting design decisions driven by real-world deployments. The specification serves as the schema layer for our memory synchronization and identity restoration runtime mechanisms. Concurrent open-source efforts — Karpathy's LLM Wiki and Google Cloud's Scion — validate the design space and clarify Soul Spec's distinctive role as the semantic schema layer that bridges single-agent declarative knowledge management and multi-agent infrastructure orchestration. Keywords: AI persona, declarative specification, multi-agent systems, LLM safety, persona portability, tier-based bootstrap, SoulScan, agent governance, open specification.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-26
DOI
https://doi.org/10.5281/zenodo.20932303
Primary Topic
Persona Design and Applications
Type
article
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article

Soul Spec: An Evolving Specification for Declarative AI Persona Definition

Tom Jaejoon Lee
Zenodo (CERN European Organization for Nuclear Research)
Persona Design and Applications
article

Soul Spec: An Evolving Specification for Declarative AI Persona Definition

Tom Jaejoon Lee
article en

Abstract

As LLM-driven agents proliferate across consumer and enterprise applications, the lack of a shared specification for AI personas creates fragmented behavior, security gaps, and integration friction. We present Soul Spec, an open specification for declarative AI persona definition with a 5-file structure (SOUL, IDENTITY, AGENTS, TOOLS, USER) optimized for human-readable authoring, machine-verifiable validation, and cross-runtime portability. We trace the evolution of Soul Spec from v0.1 through v0.6 (currently at RFC discussion stage), documenting design decisions driven by real-world deployments. The specification serves as the schema layer for our memory synchronization and identity restoration runtime mechanisms. Concurrent open-source efforts — Karpathy's LLM Wiki and Google Cloud's Scion — validate the design space and clarify Soul Spec's distinctive role as the semantic schema layer that bridges single-agent declarative knowledge management and multi-agent infrastructure orchestration. Keywords: AI persona, declarative specification, multi-agent systems, LLM safety, persona portability, tier-based bootstrap, SoulScan, agent governance, open specification.

Zenodo (CERN European Organization for Nuclear Research)
Hansol Chemical (South Korea) (KR)
Industry, innovation and infrastructure
Openalex Percentile: Top 5%
Persona Design and Applications
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