preregistration

Composable computational-science methodology skills for AI research agents — pre-registration over TDD. A science-domain reimplementation of Superpowers.

Pre registration utility

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Node.js SDK is a connector library for the insanely fast CentralNic Reseller (formerly RRPProxy) Backend API.

In this repository you are going to find the documents we produced to support the discussion in our Digital Methods of the Month. These documents will help you orienting yourself if you want to pickup the method in your research. Go to the readme file

A theta-driven CA1 spiking model in which the standard gamma statistic reports the drive's harmonic comb rather than the rhythm, and no screen recovers it. Code, run logs and figures for the preprint.

A Quarto preregistration template for preregistering ecological modelling studies

GO/GOLANG SDK is a connector library for the insanely fast HEXONET Backend API.

Designing, Evaluating and Testing Preregistration Templates for Ecology and Conservation

🪞 Catch false positives/negatives in AI eval claims — pre-registration, fair-baseline, small-sample CI. Zero training, zero deps.

Python SDK is a connector library for the insanely fast HEXONET Backend API.

BITSS Reproducibility Workshop, New Delhi March 2017

A method for keeping AI-assisted research honest: pre-registration + an independent agent that recomputes every claim from raw data. Forged on markets — 16 certified dead hypotheses. Runnable demo included.

Lesson templates for use with the UKRN Workshop Builder

An evaluation methodology for context-augmentation experiments: a format-matched control that separates whether added context helps because of its information or its format. Pre-registered instrument, mutation-audited scorer, worked example in SVG reference resolution.

Java SDK is a connector library for the insanely fast HEXONET Backend API.

Pre-data recovery tests for planned study designs: simulate whether a planned design-analysis pair can recover its target estimand, with PASS/RISK/FAIL verdicts under versioned threshold profiles. Companion R package to the recovery-test methods paper.

An autonomous trading agent that has never placed a single trade — and that's the point.

Preregistration and data analysis of vegetation responses to environmental flows

Python mirror of recoverlite: pre-data recovery tests for planned study designs (protocol-identical to the R package; results agree within Monte Carlo error)