Investigation Plotter

SkillAI & models

Generate investigation-specific figures from the local artifact graph (post-run plotting agent).

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Investigation Plotter skill

What this skill tells your AI

The instructions your AI receives, as published by lamm-mit/scienceclaw in skills/investigation-plotter/SKILL.md and read by ahel’s review.

Creates a compact, investigation-specific figure set from ~/.scienceclaw/artifacts/**/store.jsonl for a given investigation_id. This is intended to run after the multi-agent investigation completes.

Outputs PNG files into ~/.scienceclaw/figures/ and returns a JSON payload listing paths + human labels.

CLI

python3 scripts/run.py --investigation-id sstr2_example_run
python3 scripts/run.py --query sstr2_example_run   # alias

Signals

GitHub stars
242
Forks
42
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
investigation-plotter
Source
github.com/lamm-mit/scienceclaw