Falsification-Driven Biological Law Engine 2026 — Rejected 194 of 203 Candidates
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.
ClaimBound: open pre-registered public-source evidence cards for reproducible AI/ML/Data claim checks.
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.
🪞 Catch false positives/negatives in AI eval claims — pre-registration, fair-baseline, small-sample CI. Zero training, zero deps.
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.
ESM-2 protein-retrieval failure-mode study with preregistered evidence, calibration analysis, and explicit curation limits.
An Implementation Guide for Researchers - DePaul University Open Science SLC, 2025-26
Scientific TDD for AI coding agents: pre-registration before data, claims audit before submission, external novelty gate, reproducibility. Claude Code + 4 platforms.
Can a model estimate software effort from public data? A pre-registered blind test on nine open datasets — reproducible, and honest about the negative result.
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.
Deterministic, drawdown-controlled ETF allocation framework (Convex Core) — reproducibility companion to the research paper: model engine, report code, tests, and computed result artifacts. Hypothetical/backtested; not investment advice.
Self-supervised vision-only world model for C. elegans — Phase 0 software validation on public data, pre-registered.
Pre-registered study of multi-agent LLM configuration: TOST equivalence testing, Sobol sensitivity decomposition, 509 unit and fuzz tests.
Tools for rigorously testing — and honestly falsifying — claims to decipher ancient undeciphered scripts, starting with Linear A.
Reproducibility package for a pre-registered negative result: an evolutionary LLM-agent ecology fails its hidden-cost adaptation test against a same-model bandit. Paper + analysis + frozen data.
R script to find good journals that do Registered Reports
Pre-registered World Cup 2026 forecasting: paper, 810-snapshot prediction log, and reproducible analysis. pitchprob.xyz
Live, publicly scored P(bike)/P(dock) forecasts for Dublin Bikes commute windows - pre-registered baselines, honest scoring
A validation framework that makes it hard for a trading backtest to lie to you: pre-registration, session-clustered statistics, Westfall-Young maxT multiplicity, drift attribution, lookahead detection.
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