project · proof of concept · open source
P/63D

wvf

A constrained notation format for encoding conceptual worldviews, built for LLM context persistence, in which the structure itself enforces what can and cannot be stored.

proof of concept
rust · python
open source · mit
since 2026

Most of what a mind writes down does not deserve to survive the writing. A memory system that persists everything persists mostly noise: restatement, hedging, narrative that was only ever scaffolding. The usual answer is curation, meaning judgment applied after the fact, expensive and late. wvf takes the structural alternative.

Everything stored must be a claim about a concept. The format admits exactly one shape, concept then facet then claim, and nothing else parses. Confidence, sourcing, and cross-references ride on a compact operator set rather than free prose, so the notation refuses drift before judgment has to catch it.

example.wvf
the format, at a glance
1 2 3 4 5 6 7 8 9
Trust
.formation
- slow
- requires consistency | over time
- contextual @personal-experience
.erosion
- fast !
- single violation => collapse?
- asymmetric vs formation &Trust.formation
the pieces

The repository carries the format specification, a Rust CLI and validator, and a Python evaluation framework that measures how well the constraint holds up under real use — whether a worldview round-trips through the notation without losing what mattered or gaining what didn't.


related
E/C96
A format that cannot store noise
The working thesis behind wvf: a storage format that refuses noise structurally, before judgment.