formula-authoring

# Formula Authoring ## Overview Create and manage TOML-based Formula templates that define repeatable multi-step workflows. Formulas are cooked into Protomolecules (frozen, ready to instantiate) and then activated as Molecules (durable, checkpoint-able workflows). ## When to Use - Defining repeatable workflow templates - Creating multi-step processes with variable binding - Building workflows that must survive restarts - When NDI (Nondeterministic Idempotence) is needed ## Process 1. **Define** formula steps and variables in TOML format 2. **Validate** formula structure and dependencies 3. **Cook** into protomolecule (resolve variables, freeze) 4. **Test** by instantiating a trial molecule 5. **Register** in the formula library for reuse ## Formula Lifecycle ``` Formula (TOML template) -> Protomolecule (frozen) -> Molecule (active, durable) ``` ## Key Concepts - **Formula**: TOML-based workflow template with variables - **Protomolecule**: Frozen template ready to instantiate - **Molecule**: Active durable workflow surviving restarts - **NDI**: Nondeterministic Idempotence - useful outcomes from unreliable processes ## Tool Use Invoke via babysitter process: `methodologies/gastown/gastown-molecule`