# Academic Plotting

> Generate publication-quality plots for ML papers from experiment CSV/JSON logs, including ablations, confidence intervals, and camera-ready styling.

- Skill: `rycen7822/academic-plotting` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rycen7822/academic-plotting`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rycen7822/academic-plotting/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: Rycen7822 (https://skillmd.com/u/rycen7822)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/rycen7822/academic-plotting

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# Academic Plotting
## When to Use
Use when the user needs polished research figures, ablation plots, learning curves, confidence intervals, or camera-ready chart styling from local experiment data.
## Do Not Use When
Do not use for taxonomy CSV consolidation, document OCR conversion, or text humanization.
## Required Inputs
Data files, metric names, grouping variables, target venue style, figure size, and output path.
## Workflow
1. Load experiment logs and validate metric columns.
2. Aggregate means, standard deviations, and confidence intervals.
3. Render publication-quality plots with labels and legends.
4. Save figure files and reproducible plotting scripts.