table-1-generator

Automated baseline characteristics table generation for clinical papers

3.66x

Quality

35%

Does it follow best practices?

Impact

99%

3.66x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/Data analysis/table-1-generator-advanced/SKILL.md

Evaluation results

98%

76%

Cardiovascular RCT Baseline Characteristics Report

Two-group RCT baseline comparison

Criteria

Without context

With context

Script entry point

100%

--data parameter

100%

--output parameter

100%

--group parameter

100%

Requirements installed

75%

t-test for continuous

100%

Chi-square for categorical

100%

Mean±SD format

100%

n(%) format

100%

CSV output file

100%

Without context: $0.3570 · 1m 33s · 20 turns · 25 in / 5,043 out tokens

With context: $0.4547 · 1m 29s · 25 turns · 29 in / 4,236 out tokens

100%

75%

Diabetes Drug Dose-Response Trial: Demographic Summary

Multi-arm study with variable selection

Criteria

Without context

With context

Script entry point

100%

--group parameter used

100%

--vars flag used

100%

ANOVA for continuous

100%

No t-test for continuous

100%

Chi-square for categorical

100%

Requirements installed

25%

100%

Mean±SD format

100%

n(%) format

100%

CSV output saved

44%

100%

Without context: $0.5248 · 2m 7s · 29 turns · 36 in / 6,898 out tokens

With context: $0.4952 · 1m 36s · 26 turns · 157 in / 4,792 out tokens

100%

66%

Cohort Registry Demographic Report

Missing data handling and type detection

Criteria

Without context

With context

Script entry point

100%

--data parameter

100%

--output parameter

100%

Requirements installed

100%

Script completes without error

100%

Median[IQR] format in output

100%

Mean±SD format in output

100%

n(%) format for binary columns

100%

CSV output structure

100%

No crash on missing data

100%

Without context: $0.4207 · 2m 21s · 26 turns · 28 in / 6,061 out tokens

With context: $0.3289 · 1m 15s · 20 turns · 228 in / 3,542 out tokens

Repository: aipoch/medical-research-skills
Commit: ca9aaa4

Evaluated: 17 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Cardiovascular RCT Baseline Characteristics Report Diabetes Drug Dose-Response Trial: Demographic Summary Cohort Registry Demographic Report

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