Org Babel Execution

---
name: org-babel-execution
description: Literate programming execution engine via org-babel for polyglot skill execution
version: 1.0.0
trit: 0
---

# 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

```org
#+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.


## REPL atlas

Part of: `repl-commons`. Family canonical: `emacs`.