Loop Builder
Generates declarative, host-portable specs for running a multi-step non-coding process repeatably — with a built-in quality gate and a reproducible artifact.
The Problem
Plenty of valuable work isn’t coding — researching a question, auditing a deck, vetting a batch of sources — but it’s just as easy to do inconsistently. Each run drifts: a step gets skipped, the review is ad hoc, nothing reproducible comes out the other end. Build loops solve this for code; non-coding processes have no equivalent scaffolding.
What I Built
Loop Builder is a generator for declarative, host-portable focused-loop specs — the scaffolding for running a multi-step non-coding process consistently, with a quality gate and a reproducible artifact at the end. You describe the process; it emits a spec that any compatible host can run the same way every time.
When to Use It
Use it for a multi-step process with clear inputs and outputs, at least one review step with a pass/fail check, and one or more gates where you stop and confirm before an irreversible action (sending, publishing). Good fits:
- Answering a research question with sourced, citable evidence
- Auditing a presentation for structure, claims, and logical flow
- Ingesting and spot-checking a batch of data sources before downstream use
Why It Matters
It captures a process once and makes it repeatable — the same review rigor and the same handoff artifact whether it runs today or in six months, on your machine or someone else’s.