# Research Toolkit · gioviat

> Skills and agents for the ML research pipeline: literature review, research ideation, math verification, experiment design, honest results reporting, and paper writing.

## Facts
- Page: https://tashan.sh/capability/plugin-gioviat-research-toolkit-research-toolkit
- tashan id: plugin:gioviat/research-toolkit/research-toolkit
- Source: https://github.com/gioviat/research-toolkit
- Type: plugin
- Category: other
- tashan score: 34.0 / 100
- Adoption: 13.0
- Upkeep: 55.0
- Freshness: 79.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- GitHub stars: 2
- License: MIT
- Official: no

## Install

```sh
/plugin marketplace add gioviat/research-toolkit
/plugin install research-toolkit@research-toolkit
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-09-13 by tashan (https://tashan.sh) from public evidence. Scorer s5.