codemeta.json

{
  "@context": "https://doi.org/10.5063/schema/codemeta-2.0",
  "@type": "SoftwareSourceCode",
  "name": "MARGINAL",
  "description": "Open-source, local-first compute-governance and learning-loop foundation for AI agents.",
  "codeRepository": "https://github.com/SignalLayerLabs/Marginal",
  "issueTracker": "https://github.com/SignalLayerLabs/Marginal/issues",
  "license": "https://spdx.org/licenses/Apache-2.0",
  "version": "0.3.3",
  "datePublished": "2026-08-06",
  "programmingLanguage": "Python",
  "runtimePlatform": "Python 3.10-3.13",
  "author": {
    "@type": "Organization",
    "name": "SignalLayer Labs",
    "url": "https://github.com/SignalLayerLabs"
  },
  "keywords": [
    "AI agents",
    "agentic AI",
    "token optimization",
    "compute governance",
    "decision ledger",
    "shadow mode",
    "learning loop",
    "AI FinOps",
    "LLM infrastructure"
  ]
}