# Research Experiment Driver

> Research Experiment Driver

- Skill: `ligphidonk/research-experiment-driver` (Agent Skill)
- Install (CLI): `npx skillmds@latest add ligphidonk/research-experiment-driver`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ligphidonk/research-experiment-driver/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: LigphiDonk (https://skillmd.com/u/ligphidonk)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/ligphidonk/research-experiment-driver

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# Research Experiment Driver

Use this skill when the project is ready to translate ideas into executable experiment work.

## Goals

- turn the chosen idea into implementation tasks
- define datasets, metrics, ablations, and failure checks
- keep implementation notes aligned with the paper claims

## Working Rules

1. Read the current brief and completed survey or ideation artifacts before drafting the plan.
2. Keep experiment plans falsifiable and measurable.
3. Separate implementation tasks from analysis tasks.
4. Do not claim results before they exist in the project.

## Expected Outputs

- experiment task decomposition
- implementation checklist
- analysis checklist tied to the target claims