scdenney/open-science-skills · plugin/skills/hypothesis-building/SKILL.md

hypothesis-building skillA

hypothesis-building is agent-read markdown (skill) from scdenney/open-science-skills: Turns a theory into falsifiable, pre-registerable hypotheses — DAGs and backdoor closure, how the design resolves the FPCI, SATE versus PATE, counterfactual and directional framing, a named theoretical and empirical estimand, a justified SESOI, the choice among NHST, interval, equivalence (TOST), and minimum-effect tests, scope conditions, and primary, secondary, and exploratory tiers across multi-experiment designs. Use when the user has a research question or theory and asks to turn it into hy.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add scdenney/open-science-skills/hypothesis-building@git:20260905.c12f077
Exact content
mdr add scdenney/open-science-skills/hypothesis-building@sha256:ff44322aa9789eaf

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3hvjncgoutesxuee.svg)](https://markdownregistry.com/a/art_3hvjncgoutesxuee)

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Versions

versioncommittedcommitsizeaudit
git:20260905.c12f077 latest2026-09-05 c12f077 17,069 BA view · diff
git:20260902.da5a2632026-09-02 da5a263 17,038 BA view · diff
git:20260702.539af7b2026-07-02 539af7b 16,390 BA view · diff
git:20260610.6572bfb2026-06-10 6572bfb 16,390 BA view · diff
git:20260509.985a1142026-05-09 985a114 16,368 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

scdenney/open-science-skills · 54 stars · license NOASSERTION · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3hvjncgoutesxuee
GET https://markdownregistry.com/api/v1/resolve?ref=scdenney/open-science-skills/hypothesis-building
GET https://markdownregistry.com/api/v1/blob/ff44322aa9789eafba187544c902181de53061db5a56deae839096180ab24baa