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cff-version: 1.2.0
message: "If you use this research harness, please cite it using the metadata from this file."
type: software
title: "research-harness-template: an MIF-backed AI research harness"
abstract: >-
  A Copier-distributable template that instantiates a complete, self-contained AI
  research harness. Everything in and out of the harness is MIF (Modeled Information
  Format): findings are MIF memory units, the knowledge graph is MIF EntityReferences
  and typed relationships, and citations and provenance are MIF objects. The research
  flow is goal-driven — an orchestrator fans out per-dimension analysts, runs a single
  adversarial falsification gate, and synthesizes surviving, citation-backed findings
  into the canonical MIF Level-3 report and optional published projections. Ontologies
  type findings into a cross-topic concordance; optional packs add channels, report
  genres, and methodologies.
version: "0.4.1"
date-released: "2026-06-28"
license: MIT
url: "https://github.com/modeled-information-format/research-harness-template"
repository-code: "https://github.com/modeled-information-format/research-harness-template"
authors:
  - family-names: Allen
    given-names: Robert
    email: zircote@gmail.com
    orcid: "https://orcid.org/0009-0007-9691-004X"
identifiers:
  - type: url
    value: "https://github.com/modeled-information-format/research-harness-template"
    description: "GitHub repository"
keywords:
  - ai-research
  - research-harness
  - modeled-information-format
  - mif
  - falsification
  - knowledge-graph
  - ontology
  - provenance
  - copier
  - template
  - claude-code
  - orchestration
preferred-citation:
  type: software
  title: "research-harness-template: an MIF-backed AI research harness"
  abstract: >-
    A Copier-distributable template for a self-contained, goal-driven AI research
    harness built entirely on the Modeled Information Format (MIF). It orchestrates
    fan-out dimension analysts, a single adversarial falsification gate, and synthesis
    into MIF Level-3 reports, with ontology-typed findings composed into a cross-topic
    concordance.
  version: "0.4.1"
  date-released: "2026-06-28"
  license: MIT
  url: "https://github.com/modeled-information-format/research-harness-template"
  repository-code: "https://github.com/modeled-information-format/research-harness-template"
  authors:
    - family-names: Allen
      given-names: Robert
      email: zircote@gmail.com
      orcid: "https://orcid.org/0009-0007-9691-004X"
references:
  - type: software
    title: "MIF: Modeled Information Format"
    abstract: >-
      The open standard the harness is built on: an opinionated, OKF-compliant content
      model for agent-readable knowledge providing a type system, typed relationships,
      provenance/trust, and validity/freshness semantics. Markdown is canonical; JSON-LD
      is a derived projection.
    version: "1.0.0"
    date-released: "2026-06-18"
    license: MIT
    url: "https://mif-spec.dev"
    repository-code: "https://github.com/modeled-information-format/MIF"
    authors:
      - family-names: Allen
        given-names: Robert
        email: zircote@gmail.com
        orcid: "https://orcid.org/0009-0007-9691-004X"