Org Babel Execution

Org-Babel Execution Engine

Transform asi from knowledge graph to execution engine via literate programming

Trit: 0 (COORDINATOR - orchestrates execution across languages)

Overview

Enables literate programming across Julia, Python, Clojure via org-babel.

Core Concept

Embed executable code in narrative .org files:

• Execute in-place (C-c C-c)
• Tangle to extract source files (C-c C-v t)
• Pass data between languages
• Generate documentation with results

Template

#+TITLE: Skill Name
#+PROPERTY: header-args:julia :tangle Skill.jl

* Implementation
#+BEGIN_SRC julia
function skill_operation(input)
    # code here
end
#+END_SRC

* Tests
#+BEGIN_SRC julia :results output
@test skill_operation(42) == expected
#+END_SRC

Related Skills

• org (0) - Org-mode syntax
• emacs (0) - Editor integration
• julia-scientific (+1) - Julia execution
• python-development (+1) - Python execution

SDF Interleaving

This skill connects to Software Design for Flexibility (Hanson & Sussman, 2021):

Primary Chapter: 2. Domain-Specific Languages

Concepts: DSL, wrapper, pattern-directed, embedding

GF(3) Balanced Triad

org-babel-execution (+) + SDF.Ch2 (−) + [balancer] (○) = 0

Skill Trit: 1 (PLUS - generation)

Connection Pattern

DSLs embed domain knowledge. This skill defines domain-specific operations.