# gp201

> Open-source publisher. Listings imported from github.com/gp201 — credited to the original author with their license.

- **Listings:** 6
- **Total installs:** 0
- **Profile:** https://agentstack.voostack.com/s/gp201
- **Website:** https://github.com/gp201

## Published listings

- [Marimo Figures](https://agentstack.voostack.com/l/skill-gp201-agent-skills-marimo-figures) — Skill · Free · security-reviewed — `agentstack add skill-gp201-agent-skills-marimo-figures`
  Use when the user wants to build, refine, or "Tufte-check" a figure in a marimo notebook — phrases like "plot this", "make a figure", "visualize these results", "tufte review this plot", or any request to iterate on a chart inside a `.py` marimo notebook. Pairs an author pass with a reviewer subagent that scores the figure against Tufte's principles and returns concrete revisions. Do not invoke f…
- [Experiment Report](https://agentstack.voostack.com/l/skill-gp201-agent-skills-experiment-report) — Skill · Free · security-reviewed — `agentstack add skill-gp201-agent-skills-experiment-report`
  Use when the user asks to "write up", "summarize", or "report on" an experiment run — phrases like "draft a report for run X", "write up these results", "summarize what we found". Produces an IMRaD-style markdown report under `reports/<slug>.md` and runs a scientific-writing reviewer subagent over it before handing back. Do not invoke for blog posts, commit messages, or casual summaries.
- [Plan Pi Fleshout](https://agentstack.voostack.com/l/skill-gp201-agent-skills-plan-pi-fleshout) — Skill · Free · security-reviewed — `agentstack add skill-gp201-agent-skills-plan-pi-fleshout`
  Use when a grad student arrives with a fuzzy experimental idea and wants help turning it into a concrete `PLAN.md`. Phrases like "I have an idea but it's not concrete", "help me think through…", "let's plan this out", "flesh this out", "I'm not sure what I want yet". You are the PI; the user is a grad student. You have no idea what the user actually wants — your job is to find out, term by term,…
- [Podman Runner](https://agentstack.voostack.com/l/skill-gp201-agent-skills-podman-runner) — Skill · Free — `agentstack add skill-gp201-agent-skills-podman-runner`
  Use when the user wants to run an experiment script, command, or pipeline step inside a reproducible container — phrases like "run this in a container", "containerize this run", "execute train.py under podman", "reproduce this run". Handles the Containerfile, build, GPU passthrough, log capture, and `runs/<id>/` provenance. Do not invoke for local-only dev loops or for production deployments.
- [Dataset Insights](https://agentstack.voostack.com/l/skill-gp201-agent-skills-dataset-insights) — Skill · Free · security-reviewed — `agentstack add skill-gp201-agent-skills-dataset-insights`
  Use when the user wants to explore, profile, or "find something interesting" in a dataset — phrases like "what's in this data", "give me insights on X", "profile this dataset", "anything weird here?". Produces a ranked list of insights under `analysis/<slug>/` plus a reviewer pass that scores each insight for novelty, actionability, and evidence. Do not invoke for pre-specified hypothesis tests o…
- [Experiment Structure](https://agentstack.voostack.com/l/skill-gp201-agent-skills-experiment-structure) — Skill · Free · security-reviewed — `agentstack add skill-gp201-agent-skills-experiment-structure`
  Use when the user starts a new experiment, asks "how should I organize this", "where should X live", "scaffold an experiment folder", or when other skills (podman-runner, experiment-report, marimo-figures) need a canonical layout to write into. Lays down a reproducible directory structure and the rules that keep it honest. Do not invoke to reorganize an existing, working project without the user'…

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Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add <slug>`.