recall-compiler/CITATION.cff at main · semanticintent/recall-compiler · GitHub

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cff-version: 1.2.0
message: "If you use RECALL or cite the Machine Legibility Dimensions framework, please use the metadata below."
title: "RECALL: A COBOL-Inspired Publishing Language for the Web, and the Machine Legibility Dimensions Framework"
abstract: >
  RECALL is a declarative publishing language with COBOL-inspired syntax that compiles
  to self-contained HTML. It was designed from the foundation for AI compositor use —
  where the primary reader of source is an AI system rather than a human programmer.
  This repository also contains the Machine Legibility Dimensions (MLD) framework
  (v0.1), a proposed evaluation framework for notations where the primary reader
  is an AI system. MLD is a companion to the Cognitive Dimensions of Notations
  framework (Green & Petre, 1996) and covers properties that the human-reader
  framework does not address: tokenisation alignment, ambiguity surface, state surface,
  schema availability, error signal fidelity, intent density, round-trip fidelity,
  constraint completeness, and decomposability.
authors:
  - family-names: Shatny
    given-names: Michael
    alias: semanticintent
    website: "https://semanticintent.dev"
repository-code: "https://github.com/semanticintent/recall-compiler"
doi: 10.5281/zenodo.19463347
identifiers:
  - type: doi
    value: 10.5281/zenodo.19463347
    description: "Zenodo DOI for RECALL v0.8.8 and the Machine Legibility Dimensions framework"
url: "https://semanticintent.dev"
license: MIT
version: 0.8.8
date-released: "2026-04-07"
keywords:
  - programming language design
  - publishing language
  - COBOL
  - AI composition
  - machine legibility
  - compiler design
  - notation evaluation
  - language design frameworks
  - declarative web
  - AI-first language design

references:
  - type: article
    title: "Usability Analysis of Visual Programming Environments: A 'Cognitive Dimensions' Framework"
    authors:
      - family-names: Green
        given-names: "Thomas R.G."
      - family-names: Petre
        given-names: Marian
    journal: "Journal of Visual Languages and Computing"
    volume: 7
    issue: 2
    pages: "131-174"
    year: 1996

  - type: conference-paper
    title: "Cognitive Dimensions of Notations"
    authors:
      - family-names: Green
        given-names: "Thomas R.G."
    collection-title: "People and Computers V"
    editors:
      - family-names: Sutcliffe
        given-names: A.
      - family-names: Macaulay
        given-names: L.
    publisher: "Cambridge University Press"
    pages: "443-460"
    year: 1989

  - type: article
    title: "ReAct: Synergizing Reasoning and Acting in Language Models"
    authors:
      - family-names: Yao
        given-names: Shunyu
    journal: "arXiv preprint"
    year: 2022
    notes: "arXiv:2210.03629"