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NanoResearch Planning

Turns a chosen research hypothesis into a structured experiment blueprint with datasets, baselines, metrics, and ablations.

EducationIntermediate★ 1,355⑂ 96AI score 5/10Last updated: May 26, 2026

What it does

  • Reads the selected hypothesis and cited literature from papers/ideation_output.json.
  • Runs a 7-step process: pick publicly available datasets, choose 2–4 baselines, define primary/secondary metrics, design ablation groups per novel component, and estimate compute plus timeline.
  • Writes a structured papers/experiment_blueprint.json ready for the execution stage.
  • Requires no external tools — pure LLM reasoning.

Who it's for

  • Grad students and researchers formalizing the experiments section of a paper.
  • ML/AI practitioners who want complete baseline and ablation coverage.
  • Users of the full NanoResearch pipeline (ideation → planning → experiments).

Examples

  1. Feed a "contrastive learning for document embeddings" hypothesis and get a blueprint with MS MARCO/BEIR datasets and BM25/DPR baselines.
  2. For a three-module method, generate three leave-one-out ablation groups with expected outcomes.
  3. Produce a GPU-hour estimate and experiment schedule to attach to a research proposal.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/OpenRaiser/NanoResearch/HEAD/skills/nanoresearch-planning/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/nanoresearch-planning folder from the GitHub repo OpenRaiser/NanoResearch into my ~/.claude/skills/nanoresearch-planning/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/OpenRaiser/NanoResearch.git && mkdir -p ~/.claude/skills && cp -r NanoResearch/skills/nanoresearch-planning ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal in your working directory.
  2. Clone the repo: git clone https://github.com/OpenRaiser/NanoResearch.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r NanoResearch/skills/nanoresearch-planning ~/.claude/skills/
  5. Recommended: also install the ideation skill from the same repo so papers/ideation_output.json exists first.
  6. Restart Claude Code and ask: "Use the planning skill to build my experiment blueprint."
View source on GitHub ↗License: MIT