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TingxiYu/academic-figure-skill

A skill for academic research figure generation that autonomously handles the full workflow — data understanding, chart type recommendation, and format-compliant generation.

Research Operations Data

History

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Verified commit 1df9940dd01ac939f072b12fe28d6353b79b90f9

557GitHub stars

12stars in 7 days

1skill in this repository

0commits in 30 days

Heat

5.6

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Individual skills in this repository

academic-figure-skill /

How it works

academic-figure-skill

When your agent uses it

Academic-grade scientific figure creation for Nature/Cell/Science journals. Use when the user asks to create, polish, review, or export scientific figures for manuscript submission. DO NOT trigger for: interactive dashboards (Plotly/Bokeh/Altair), exploratory data analysis without publication intent, math function plots, pie/3D charts, PowerPoint slides, or Illustrator/Figma-first design. SKIP requests about statistical testing, data cleaning, literature review, or code debugging — these are not figure-making tasks.

What it loads into context

Frontmatter

111 tokens

Always available to the agent

SKILL.md

6,718 tokens

When the skill is activated

Reference documents

38,204 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Design Principles
Complete Workflow
Reviewer Simulation Mode
Anti-Pattern Recognition
Figure Type Routing
Eval & Quality Tracking
Cross-Platform Adapters
References

Scripts executed separately

assets/figures/AUROC/plot_AUROC1.py
assets/figures/AUROC/plot_AUROC2.py
assets/figures/AUROC/plot_AUROC3.py
assets/figures/BarAblation/plot_bar_ablation.py
assets/figures/BarAblation/plot_bars_ablation.py
assets/figures/BarAblation/plot_comparison_ablation.py
assets/figures/BarCategorical/plot_correctness_by_category.py
assets/figures/BarCategorical/plot_correctness_by_subcategory.py
assets/figures/BarComparison/plot_comparison_GeneRegulatory.py
assets/figures/BarComparison/plot_comparison_Trajectory.py
assets/figures/BarComparison/raw_data.py
assets/figures/BarComposition/plot_brute_force.py
assets/figures/BarComposition/plot_rewriting.py
assets/figures/BarDistribution/plot_selfcorrection_math.py
assets/figures/ConfusionMatrix/plot_SectorConfusionMatrix.py
assets/figures/GroupedBarChart/plot_GroupedBarChartv1.py
assets/figures/GroupedBarChart/plot_GroupedBarChartv2.py
assets/figures/GroupedBarChart/plot_GroupedBarChartv3.py
assets/figures/GroupedBarChart/plot_GroupedBarChartv4.py
assets/figures/GroupedViolin/plot_GroupedViolin.py
assets/figures/LineTrend/plot_posttraining.py
assets/figures/LineTrend/plot_sweep.py
assets/figures/LineTrend/plot_trend.py
assets/figures/Manifold/diffusion_swiss_roll.py
assets/figures/Manifold/plot_hole_manifold.py
assets/figures/Manifold/plot_manifold.py
assets/figures/MarginalDensity/plot_VariableCorrelation.py
assets/figures/MarkerGeneDotPlot/plot_MarkerGeneDotPlot.py
assets/figures/Radar/plot_comparison_radar.py
assets/figures/SankeyDiagram/plot_SankeyDiagram.py
assets/figures/StackedBarScatter/plot_StackedBarScatter.py
assets/figures/Violin/plot_Violin.py
assets/figures/heatmap/plot_comparison.py
assets/figures/heatmap/plot_composition.py
assets/figures/volcano/rnaseq_deseq2_standard.py
scripts/ab_test.py
scripts/check_colors.py
scripts/check_dimensions.py
scripts/check_export.py
scripts/check_figure.py
scripts/check_fontsize.py
scripts/check_references.py
scripts/compose.py
scripts/e2e_runner.py
scripts/eval_runner.py
scripts/generate_adapters.py
scripts/generate_atlas.py
scripts/qa_coverage.py
scripts/qa_validator.py
scripts/run_ab_tests.py
scripts/trigger_benchmark.py

Files

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SKILL.mdcore28,610 bytes
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SKILL.mdcore28,610 bytes
SKILL.mdcore28,610 bytes
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SKILL.mdcore28,610 bytes
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Read SKILL.md


# Academic Figure Skill Hub

Academic Figure Skill generates publication-grade scientific figures for Nature/Cell/Science family journals. Every figure starts from the scientific question, not from a template.

## Design Principles

**1. One figure, one core message.**
CNS reviewers skim fast. A figure must convey its main conclusion in 3 seconds. Remove gridlines, borders, and legend entries that dilute the core message. Default to minimal, not maximal.

**2. Restrained color > abundant color.**
Default palettes (matplotlib tab10, ggplot2 hue_pal, Excel colors) signal "not designed" instantly. Use 2-4 semantic main colors + 1 accent. See `references/color-palettes.md`.

**3. Design for print, not screen.**
Journal column widths are fixed (89 mm single, 183 mm double). Set figure dimensions at creation time — never scale down post-render.

View the complete source on GitHub

Skills included

academic-figure-skill

Repository facts

License: Apache-2.0
Created: Jul 7, 2026
Last pushed: Jul 12, 2026
Forks: 27
Open issues: 2
Project activity: Slowing

Before you install

Local scripts

Automated signals, not a guarantee

Checked Nov 4, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 7 notes

SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
1 dangerous shell commandin 1 file: scripts/compose.py:419
31 network referencesin 3 files: README.md:6 README_EN.md:6 LICENSE:1
No hidden or obfuscated text
No instruction overrides
51 executable scriptsin 51 files: assets/figures/AUROC/plot_AUROC1.py:1 assets/figures/AUROC/plot_AUROC2.py:1 assets/figures/AUROC/plot_AUROC3.py:1 and 48 more
No access to secrets
No requests to vote in Hot

Show all 83 signals by file

`LICENSE`

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Apache License                            Version 2.0, January 2004                         http://www.apache.org/licenses/

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```
http://www.apache.org/licenses/
```

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http://www.apache.org/licenses/LICENSE-2.0

`README.md`

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</p>   <p>     <a href="LICENSE"><img alt="License" src="https://img.shields.io/badge/license-Apache--2.0-2ea44f"></a>

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<p>     <a href="LICENSE"><img alt="License" src="https://img.shields.io/badge/license-Apache--2.0-2ea44f"></a>     <a href="#安装与使用"><img alt="Install" src="https://img.shields.io/badge/install-Claude%20Code%20%7C%20Codex%20%7C%20Cursor%20%

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<a href="LICENSE"><img alt="License" src="https://img.shields.io/badge/license-Apache--2.0-2ea44f"></a>

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<a href="#安装与使用"><img alt="Install" src="https://img.shields.io/badge/install-Claude%20Code%20%7C%20Codex%20%7C%20Cursor%20%7C%20Copilot-111827"></a>

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<a href="#图表类型全览"><img alt="Figure Types" src="https://img.shields.io/badge/figures-29-0ea5e9"></a>

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<a href="#assets-figure-atlas"><img alt="QA" src="https://img.shields.io/badge/QA-4%20pass%2030%2B%20checks-success"></a>

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<a href="README_EN.md"><img alt="Language" src="https://img.shields.io/badge/语言-English%20%7C%20中文-1f6feb"></a>

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mkdir -p ~/ai-skills cd ~/ai-skills git clone https://github.com/TingxiYu/academic-figure-skill.git

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cd ~/ai-skills git clone https://github.com/TingxiYu/academic-figure-skill.git cp -r academic-figure-skill ~/.claude/skills/

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git clone https://github.com/TingxiYu/academic-figure-skill.git

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git clone https://github.com/TingxiYu/academic-figure-skill.git

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从 https://github.com/TingxiYu/academic-figure-skill.git 安装 Codex skill。

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git clone https://github.com/TingxiYu/academic-figure-skill.git

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git clone https://github.com/TingxiYu/academic-figure-skill.git

`README_EN.md`

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</p>   <p>     <a href="LICENSE"><img alt="License" src="https://img.shields.io/badge/license-Apache--2.0-2ea44f"></a>

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<p>     <a href="LICENSE"><img alt="License" src="https://img.shields.io/badge/license-Apache--2.0-2ea44f"></a>     <a href="#installation"><img alt="Install" src="https://img.shields.io/badge/install-Claude%20Code%20%7C%20Codex%20%7C%20Cur

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<a href="LICENSE"><img alt="License" src="https://img.shields.io/badge/license-Apache--2.0-2ea44f"></a>

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<a href="#installation"><img alt="Install" src="https://img.shields.io/badge/install-Claude%20Code%20%7C%20Codex%20%7C%20Cursor%20%7C%20Copilot-111827"></a>

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<a href="#figure-type-gallery"><img alt="Figure Types" src="https://img.shields.io/badge/figures-29-0ea5e9"></a>

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<a href="#quality-assessment"><img alt="QA" src="https://img.shields.io/badge/QA-4%20pass%2030%2B%20checks-success"></a>

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<a href="README.md"><img alt="Language" src="https://img.shields.io/badge/语言-中文%20%7C%20English-1f6feb"></a>

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mkdir -p ~/ai-skills cd ~/ai-skills git clone https://github.com/TingxiYu/academic-figure-skill.git academic-figure-skill

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cd ~/ai-skills git clone https://github.com/TingxiYu/academic-figure-skill.git academic-figure-skill cp -r academic-figure-skill ~/.claude/skills/

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git clone https://github.com/TingxiYu/academic-figure-skill.git academic-figure-skill

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git clone https://github.com/TingxiYu/academic-figure-skill.git

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Install the Codex skill from https://github.com/TingxiYu/academic-figure-skill.git.

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git clone https://github.com/TingxiYu/academic-figure-skill.git

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git clone https://github.com/TingxiYu/academic-figure-skill.git

`assets/figures/AUROC/plot_AUROC1.py`

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`assets/figures/AUROC/plot_AUROC2.py`

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`assets/figures/AUROC/plot_AUROC3.py`

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`assets/figures/BarAblation/plot_bar_ablation.py`

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`assets/figures/BarAblation/plot_bars_ablation.py`

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`assets/figures/BarAblation/plot_comparison_ablation.py`

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`assets/figures/BarCategorical/plot_correctness_by_category.py`

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`assets/figures/BarCategorical/plot_correctness_by_subcategory.py`

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`assets/figures/BarComparison/plot_comparison_GeneRegulatory.py`

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`assets/figures/BarComparison/plot_comparison_Trajectory.py`

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`assets/figures/BarComparison/raw_data.py`

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`assets/figures/BarComposition/plot_brute_force.py`

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`assets/figures/BarComposition/plot_rewriting.py`

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`assets/figures/BarDistribution/plot_selfcorrection_math.py`

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`assets/figures/ConfusionMatrix/plot_SectorConfusionMatrix.py`

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`assets/figures/GroupedBarChart/plot_GroupedBarChartv1.py`

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`assets/figures/GroupedBarChart/plot_GroupedBarChartv2.py`

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`assets/figures/GroupedBarChart/plot_GroupedBarChartv3.py`

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`assets/figures/GroupedBarChart/plot_GroupedBarChartv4.py`

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`assets/figures/GroupedViolin/plot_GroupedViolin.py`

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`assets/figures/LineTrend/plot_posttraining.py`

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`assets/figures/LineTrend/plot_sweep.py`

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`assets/figures/LineTrend/plot_trend.py`

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`assets/figures/Manifold/diffusion_swiss_roll.py`

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`assets/figures/Manifold/plot_hole_manifold.py`

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`assets/figures/Manifold/plot_manifold.py`

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`assets/figures/MarginalDensity/plot_VariableCorrelation.py`

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`assets/figures/MarkerGeneDotPlot/plot_MarkerGeneDotPlot.py`

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`assets/figures/Radar/plot_comparison_radar.py`

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`assets/figures/SankeyDiagram/plot_SankeyDiagram.py`

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`assets/figures/StackedBarScatter/plot_StackedBarScatter.py`

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`assets/figures/Violin/plot_Violin.py`

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`assets/figures/heatmap/plot_comparison.py`

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`assets/figures/heatmap/plot_composition.py`

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`assets/figures/volcano/rnaseq_deseq2_standard.py`

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`scripts/ab_test.py`

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#!/usr/bin/env python3
```

`scripts/check_colors.py`

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#!/usr/bin/env python3
```

`scripts/check_dimensions.py`

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#!/usr/bin/env python3
```

`scripts/check_export.py`

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#!/usr/bin/env python3
```

`scripts/check_figure.py`

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#!/usr/bin/env python3
```

`scripts/check_fontsize.py`

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#!/usr/bin/env python3
```

`scripts/check_references.py`

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#!/usr/bin/env python3
```

`scripts/compose.py`

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Dangerous shell operationline 419

eval(parse(text=Sys.getenv("CNS_PNG_DEVICE")))

`scripts/e2e_runner.py`

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#!/usr/bin/env python3
```

`scripts/eval_runner.py`

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```
#!/usr/bin/env python3
```

`scripts/generate_adapters.py`

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#!/usr/bin/env python3
```

`scripts/generate_atlas.py`

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```
#!/usr/bin/env python3
```

`scripts/qa_coverage.py`

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```
#!/usr/bin/env python3
```

`scripts/qa_validator.py`

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```
#!/usr/bin/env python3
```

`scripts/run_ab_tests.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`scripts/trigger_benchmark.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 80 facts

Network access in prose of documentationREADME.md:6Low confidence
Network access in prose of documentationREADME.md:7Low confidence
Network access in prose of documentationREADME.md:8Low confidence
Network access in prose of documentationREADME.md:9Low confidence
Network access in prose of documentationREADME.md:10Low confidence
Network access in prose of documentationREADME.md:11Low confidence
Network access in prose of documentationREADME.md:12Low confidence
Network access in code of documentationREADME.md:147Low confidence
Network access in code of documentationREADME.md:148Low confidence
Network access in code of documentationREADME.md:149Low confidence
Network access in code of documentationREADME.md:176Low confidence
Network access in code of documentationREADME.md:187Low confidence
Network access in code of documentationREADME.md:197Low confidence
Network access in code of documentationREADME.md:208Low confidence
Network access in prose of documentationREADME_EN.md:6Low confidence
Network access in prose of documentationREADME_EN.md:7Low confidence
Network access in prose of documentationREADME_EN.md:8Low confidence
Network access in prose of documentationREADME_EN.md:9Low confidence
Network access in prose of documentationREADME_EN.md:10Low confidence
Network access in prose of documentationREADME_EN.md:11Low confidence
Network access in prose of documentationREADME_EN.md:12Low confidence
Network access in code of documentationREADME_EN.md:147Low confidence
Network access in code of documentationREADME_EN.md:148Low confidence
Network access in code of documentationREADME_EN.md:149Low confidence
Network access in code of documentationREADME_EN.md:176Low confidence
Network access in code of documentationREADME_EN.md:187Low confidence
Network access in code of documentationREADME_EN.md:197Low confidence
Network access in code of documentationREADME_EN.md:208Low confidence
Executable script in code of a file that runsassets/figures/AUROC/plot_AUROC1.py:1High confidence
Executable script in code of a file that runsassets/figures/AUROC/plot_AUROC2.py:1High confidence
Executable script in code of a file that runsassets/figures/AUROC/plot_AUROC3.py:1High confidence
Executable script in code of a file that runsassets/figures/BarAblation/plot_bar_ablation.py:1High confidence
Executable script in code of a file that runsassets/figures/BarAblation/plot_bars_ablation.py:1High confidence
Executable script in code of a file that runsassets/figures/BarAblation/plot_comparison_ablation.py:1High confidence
Executable script in code of a file that runsassets/figures/BarCategorical/plot_correctness_by_category.py:1High confidence
Executable script in code of a file that runsassets/figures/BarCategorical/plot_correctness_by_subcategory.py:1High confidence
Executable script in code of a file that runsassets/figures/BarComparison/plot_comparison_GeneRegulatory.py:1High confidence
Executable script in code of a file that runsassets/figures/BarComparison/plot_comparison_Trajectory.py:1High confidence
Executable script in code of a file that runsassets/figures/BarComparison/raw_data.py:1High confidence
Executable script in code of a file that runsassets/figures/BarComposition/plot_brute_force.py:1High confidence
Executable script in code of a file that runsassets/figures/BarComposition/plot_rewriting.py:1High confidence
Executable script in code of a file that runsassets/figures/BarDistribution/plot_selfcorrection_math.py:1High confidence
Executable script in code of a file that runsassets/figures/ConfusionMatrix/plot_SectorConfusionMatrix.py:1High confidence
Executable script in code of a file that runsassets/figures/GroupedBarChart/plot_GroupedBarChartv1.py:1High confidence
Executable script in code of a file that runsassets/figures/GroupedBarChart/plot_GroupedBarChartv2.py:1High confidence
Executable script in code of a file that runsassets/figures/GroupedBarChart/plot_GroupedBarChartv3.py:1High confidence
Executable script in code of a file that runsassets/figures/GroupedBarChart/plot_GroupedBarChartv4.py:1High confidence
Executable script in a comment of a file that runsassets/figures/GroupedViolin/plot_GroupedViolin.py:1Low confidence
Executable script in code of a file that runsassets/figures/LineTrend/plot_posttraining.py:1High confidence
Executable script in code of a file that runsassets/figures/LineTrend/plot_sweep.py:1High confidence

and 30 more

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

TingxiYu/academic-figure-skill

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

academic-figure-skill

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

LICENSE

README.md

README_EN.md

assets/figures/AUROC/plot_AUROC1.py

assets/figures/AUROC/plot_AUROC2.py

assets/figures/AUROC/plot_AUROC3.py

assets/figures/BarAblation/plot_bar_ablation.py

assets/figures/BarAblation/plot_bars_ablation.py

assets/figures/BarAblation/plot_comparison_ablation.py

assets/figures/BarCategorical/plot_correctness_by_category.py

assets/figures/BarCategorical/plot_correctness_by_subcategory.py

assets/figures/BarComparison/plot_comparison_GeneRegulatory.py

assets/figures/BarComparison/plot_comparison_Trajectory.py

assets/figures/BarComparison/raw_data.py

assets/figures/BarComposition/plot_brute_force.py

assets/figures/BarComposition/plot_rewriting.py

assets/figures/BarDistribution/plot_selfcorrection_math.py

assets/figures/ConfusionMatrix/plot_SectorConfusionMatrix.py

assets/figures/GroupedBarChart/plot_GroupedBarChartv1.py

assets/figures/GroupedBarChart/plot_GroupedBarChartv2.py

assets/figures/GroupedBarChart/plot_GroupedBarChartv3.py

assets/figures/GroupedBarChart/plot_GroupedBarChartv4.py

assets/figures/GroupedViolin/plot_GroupedViolin.py

assets/figures/LineTrend/plot_posttraining.py

assets/figures/LineTrend/plot_sweep.py

assets/figures/LineTrend/plot_trend.py

assets/figures/Manifold/diffusion_swiss_roll.py

assets/figures/Manifold/plot_hole_manifold.py

assets/figures/Manifold/plot_manifold.py

assets/figures/MarginalDensity/plot_VariableCorrelation.py

assets/figures/MarkerGeneDotPlot/plot_MarkerGeneDotPlot.py

assets/figures/Radar/plot_comparison_radar.py

assets/figures/SankeyDiagram/plot_SankeyDiagram.py

assets/figures/StackedBarScatter/plot_StackedBarScatter.py

assets/figures/Violin/plot_Violin.py

assets/figures/heatmap/plot_comparison.py

assets/figures/heatmap/plot_composition.py

assets/figures/volcano/rnaseq_deseq2_standard.py

scripts/ab_test.py

scripts/check_colors.py

scripts/check_dimensions.py

scripts/check_export.py

scripts/check_figure.py

scripts/check_fontsize.py

scripts/check_references.py

scripts/compose.py

scripts/e2e_runner.py

scripts/eval_runner.py

scripts/generate_adapters.py

scripts/generate_atlas.py

scripts/qa_coverage.py

scripts/qa_validator.py

scripts/run_ab_tests.py

scripts/trigger_benchmark.py

How the signals fit together

Works with

You might also use

mvanhorn/last30days-skill

K-Dense-AI/scientific-agent-skills

wanshuiyin/Auto-claude-code-research-in-sleep

Imbad0202/academic-research-skills-codex

HKUSTDial/Supervisor-Skills

`SKILL.md`

`LICENSE`

`README.md`

`README_EN.md`

`assets/figures/AUROC/plot_AUROC1.py`

`assets/figures/AUROC/plot_AUROC2.py`

`assets/figures/AUROC/plot_AUROC3.py`

`assets/figures/BarAblation/plot_bar_ablation.py`

`assets/figures/BarAblation/plot_bars_ablation.py`

`assets/figures/BarAblation/plot_comparison_ablation.py`

`assets/figures/BarCategorical/plot_correctness_by_category.py`

`assets/figures/BarCategorical/plot_correctness_by_subcategory.py`

`assets/figures/BarComparison/plot_comparison_GeneRegulatory.py`

`assets/figures/BarComparison/plot_comparison_Trajectory.py`

`assets/figures/BarComparison/raw_data.py`

`assets/figures/BarComposition/plot_brute_force.py`

`assets/figures/BarComposition/plot_rewriting.py`

`assets/figures/BarDistribution/plot_selfcorrection_math.py`

`assets/figures/ConfusionMatrix/plot_SectorConfusionMatrix.py`

`assets/figures/GroupedBarChart/plot_GroupedBarChartv1.py`

`assets/figures/GroupedBarChart/plot_GroupedBarChartv2.py`

`assets/figures/GroupedBarChart/plot_GroupedBarChartv3.py`

`assets/figures/GroupedBarChart/plot_GroupedBarChartv4.py`

`assets/figures/GroupedViolin/plot_GroupedViolin.py`

`assets/figures/LineTrend/plot_posttraining.py`

`assets/figures/LineTrend/plot_sweep.py`

`assets/figures/LineTrend/plot_trend.py`

`assets/figures/Manifold/diffusion_swiss_roll.py`

`assets/figures/Manifold/plot_hole_manifold.py`

`assets/figures/Manifold/plot_manifold.py`

`assets/figures/MarginalDensity/plot_VariableCorrelation.py`

`assets/figures/MarkerGeneDotPlot/plot_MarkerGeneDotPlot.py`

`assets/figures/Radar/plot_comparison_radar.py`

`assets/figures/SankeyDiagram/plot_SankeyDiagram.py`

`assets/figures/StackedBarScatter/plot_StackedBarScatter.py`

`assets/figures/Violin/plot_Violin.py`

`assets/figures/heatmap/plot_comparison.py`

`assets/figures/heatmap/plot_composition.py`

`assets/figures/volcano/rnaseq_deseq2_standard.py`

`scripts/ab_test.py`

`scripts/check_colors.py`

`scripts/check_dimensions.py`

`scripts/check_export.py`

`scripts/check_figure.py`

`scripts/check_fontsize.py`

`scripts/check_references.py`

`scripts/compose.py`

`scripts/e2e_runner.py`

`scripts/eval_runner.py`

`scripts/generate_adapters.py`

`scripts/generate_atlas.py`

`scripts/qa_coverage.py`

`scripts/qa_validator.py`

`scripts/run_ab_tests.py`

`scripts/trigger_benchmark.py`