A library of Agentic Skills for Claude Code and LLM agents, codified from social science standards and methodological texts for doing experimental and other kinds of work.

A single-file Python CLI that pre-registers AI/ML accuracy claims with SHA-256. Lock the threshold before the data, or it didn't happen.

KPM-1: pre-registered, hash-verified UK election predictions. SHA-256 committed before voting opened. 65,000-persona synthetic panel; 136 councils. Falsifiable forecast, not retro-explained.

An Implementation Guide for Researchers - DePaul University Open Science SLC, 2025-26

Biosecurity retrieval compendium — ESM-2 homology cliff analysis, 5 papers, 4 pre-registrations, 9360 per-cell results, SHA-256 manifest

ClaimBound: open pre-registered public-source evidence cards for reproducible AI/ML/Data claim checks.

Scientific TDD for AI coding agents: pre-registration before data, claims audit before submission, external novelty gate, reproducibility. Claude Code + 4 platforms.

Diagnostic of physics literacy in frontier LLMs. Evaluates induction, formulation, and prediction inside unfamiliar physics frameworks via dual-judge inter-rater reliability with human-audit resolution.

Axiomatic Inference Engine — controlled experiments validating two separable mechanisms: structural depth (TOPO) and immune-driven edge density (Q). | Axiomatikus következtető motor — kontroll-kísérletek két szétválasztott mechanizmus megerősítésére: TOPO ← struktúra, Q ← immunrendszer.

Independent thesis project replication Barkan et al. (2012): Ethical dissonance and distancing mechanism.

Ze-AL v4 Stage-0: pre-registered multivariate Bayesian-surprise allostatic load simulation (NPJ Digital Medicine submission)

R script to find good journals that do Registered Reports

Field manual for the PRML v0.1 specification. 8 patterns, 4 anti-patterns, 4 working examples. CC0.

Quarto Book to accompany Dr. Fink's Perception Lab course. This books steps through each week of the course, providing a high-level overview of content and assignments.

Public scorecard of how 25+ ML eval claims meet 9 PRML falsifiability criteria. CC0 data; MIT tooling.

PRML pre-registration adapter for Inspect AI eval logs. MIT.

Iterative leak-surface peeling — a falsifiability-anchored methodology for ML detection of blockchain validator infrastructure attacks. Working draft; v1 ships when arXiv submission lands.

Falsification-first biological law discovery — rejects 194 of 203 candidate laws, including its own.

Pre-registration page for Intellex Academy, a web application designed to connect individuals with career mentors

MLflow plugin: automatic PRML manifest hash tagging for runs. Pre-Registered ML Manifest evidence layer.