jeg-tables-figures — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited jeg-tables-figures (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.
transition paths, or cohort patterns.
estimator experiment.
financial development, migration, or political economy channels.
calibration targets, and parameter values.
per worker, schooling years, fertility rates, TFP, steady-state ratios.
Most JEG papers need one of these sequences:
heterogeneity -> robustness.
path -> sensitivity -> welfare or growth decomposition.
validation -> counterfactual.
The sequence should make the growth mechanism visible before the robustness appendix expands.
Each exhibit should state whether it shows a fact, identifies a mechanism, validates a model, or tests sensitivity. Do not let all tables look like robustness tables. A JEG reader should be able to follow the growth story from exhibits alone:
Fact -> mechanism -> model/estimate -> magnitude -> sensitivity -> implicationFor calibration exhibits, report the target moment, model moment, parameter value, and source. For empirical exhibits, report country/region coverage, period, units, fixed effects, clustering, and whether the estimate is meant to be causal or descriptive.
Persistence and comparative-development submissions live and die by their spatial exhibits:
Illustrative redesign of a weak Table 2 (outcome: log GDP per capita 2015 by district; regressor: early printing-press adoption):
The old version's six estimator-variation columns move to the appendix, and the schooling-channel table is promoted into the main text — mechanism before robustness.
Accepted articles at this journal commonly carry 6-10 main exhibits backed by a deep online appendix; treat that as a prior from recent issues rather than a rule, and check figure-format specifics against the journal's current author guidelines.
Generate exhibits from the fitted result, not by retyping numbers. Full map: execution-with-mcp. JEG (growth) uses cross-country and long-run panels with deep endogeneity; foreground identification and robustness to alternatives.
etable (multi-model) or did_summary_to_latex straight from the result_id.plot_from_result / enhanced_event_study_plot / event_study_table —axis units and the SE/clustering note baked in.
See a full fitted-result → exhibit chain in the JF execution walkthrough.
[Exhibit] table / figure / appendix
[Claim supported] ...
[Units and sample] ...
[Model/data status] empirical / calibrated / simulated
[Missing note fields] ...
[Next step] jeg-writing-style~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.