expecon-replication-package — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited expecon-replication-package (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Experimental Economics is an ESA journal, and since 2021 the ESA Data and Replication Policy requires authors to deposit, in a trusted online repository, the materials needed to reproduce or replicate the study (检索于 2026-06;以官网为准). Reproducibility here is stronger than at most economics journals because it has two layers:
Treat the package as a deliverable engineered for both.
settings.py, requirements pinned). Include screenshots or the comprehension quiz as run. This is what makes re-running possible..xls/.sbj, oTree CSV), with a codebook for every variable and the session/treatment/matching-group identifiers./instructions treatment_A.pdf, treatment_B.pdf (+ translations)
/software ztree/ *.ztt OR otree/ (full app, requirements.txt)
/data/raw session exports as collected (.xls/.sbj or .csv)
/data/clean analysis-ready files built by /code
/code 00_master.* , 01_clean.* , 02_analysis.* , 03_figures.*
/output tables + figures regenerated by /code
README.md map, versions, run order, exhibit→script table
ETHICS.md IRB ref, consent text, no-deception statementThe single rule the policy enforces in spirit: a stranger with a clean machine runs 00_master and gets your paper's exact numbers, and another lab opens /software and /instructions and re-runs your experiment.
/data/clean and /output, run the master script, confirm every table/figure regenerates byte-for-byte (or value-for-value for stochastic steps with a fixed seed)./software + /instructions to a colleague who was not on the project and confirm they can launch a session and understand what subjects faced..ztt / oTree app deposited so the experiment can be re-run【Journal】Experimental Economics (ESA method flagship)
【Skill】expecon-replication-package
【Verdict】deposit-ready / incomplete
【Instructions】all treatments, at submission? [Y/N]
【Software】z-Tree .ztt / oTree app deposited (re-runnable)? [Y/N]
【Data + code】raw + codebook + master script (seeded) reproduce all exhibits? [Y/N]
【Repository】trusted-repo DOI; versions pinned; anonymized? [Y/N]
【Pre-reg / ethics】PAP/RR link + IRB + no-deception statement
【Next skill】expecon-referee-strategy~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.