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NanoResearch CLAUDE.md

NanoResearch CLAUDE.md is an instructions file for coding agents from OpenRaiser/NanoResearch. It costs 777 tokens per session, scanned A, original, MIT.

Instructions for using NanoResearch, an automated research pipeline that produces literature, experiment, analysis, paper, and review materials. Its stages run from finding a research idea through reviewing a draft.

In plain words
What is it for?
Use it to drive literature research, plan and run experiments, analyze results, create figures, draft a LaTeX paper, and review the output.
Why use it?
They give the coding agent a defined workspace and sequence for managing a research project. This keeps research evidence, experiments, figures, and the paper draft connected.

Instructions file

not rated 1.4k +2 10d ago A scan 777 tokens original MIT
View the source file OpenRaiser/NanoResearch
About the project

NanoResearch is an autonomous AI research system that turns research ideas into executable experiments and LaTeX papers supported by results from real training runs. It is for researchers validating prototypes, running GPU experiments, generating benchmarks, analyzing logs, and preparing paper drafts. The catalogue add-ons support its research pipeline and agent workflows.

OpenRaiser/NanoResearch · 1,364 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/openraiser/nanoresearch/claude-md
Clone the repo
git clone --depth 1 https://github.com/OpenRaiser/NanoResearch

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for NanoResearch CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/openraiser/nanoresearch/claude-md.svg)](https://agentmods.dev/instructions/openraiser/nanoresearch/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/openraiser/nanoresearch/claude-md"><img src="https://agentmods.dev/badge/instructions/openraiser/nanoresearch/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 777 This file is loaded in full into every session.
When invoked 777 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00777 $0.00777
Opus 5 $0.00388 $0.00388
Sonnet 5 $0.00155 $0.00155
Haiku 4.5 $0.00078 $0.00078

Measured 5d ago against content hash 70eae37d1294, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

NanoResearch CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 103 lines

How it starts

The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.

NanoResearch — Claude Code Integration Mode

NanoResearch is an end-to-end autonomous AI research engine. In Claude Code integration mode, Claude Code should drive the existing pipeline rather than inventing a second workflow.

Core Goal

Given a research topic, NanoResearch should produce a resumable research workspace containing:

  • literature artifacts
  • planning artifacts
  • runnable experiment code when needed
  • execution or literature-analysis evidence
  • figures
  • a LaTeX paper draft
  • review output and final exported assets

Pipeline

NanoResearch uses a 9-stage pipeline:

IDEATION -> PLANNING -> SETUP -> CODING -> EXECUTION -> ANALYSIS -> FIGURE_GEN -> WRITING -> REVIEW

Stage meanings:

  • ideation: literature search, gap finding, hypothesis or theme extraction
  • planning: experiment blueprint or survey blueprint generation
  • setup: environment and resource preparation
  • coding: runnable experiment generation
  • execution: local or SLURM-backed experiment execution
  • analysis: structured evidence extraction from outputs
  • figure_gen: figure generation for paper assets
  • writing: LaTeX paper drafting
  • review: critique, verification, and revision

Workspace Convention

Workspaces live under ~/.nanoresearch/workspace/research/. A typical workspace contains:

{session_dir}/
├── manifest.json
├── papers/
├── plans/
├── experiment/
├── drafts/
├── figures/
├── output/
└── logs/

Reuse an existing workspace when the user asks to continue, inspect status, resume, or revise a prior run.

Paper Modes

Topic prefixes:

  • original: Topic -> original_research
  • survey:short: Topic -> survey_short
  • survey:standard: Topic -> survey_standard
  • survey:long: Topic -> survey_long

Behavior:

  • original research follows the full 9-stage pipeline
  • survey modes skip experiment-heavy stages and use literature-grounded planning, writing, and review
  • the prefix is parsed by the existing CLI and manifest logic; Claude Code should reuse that behavior

Read the full file on GitHub · 103 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 103 lines · 777 tokens per session scan A 70eae37d1294

Subscribe to this mod's changes

NanoResearch CLAUDE.md is an instructions file published in the GitHub repository OpenRaiser/NanoResearch (1,364 stars, last pushed 10d ago), licensed MIT. It adds 777 tokens to every session, about $0.0039 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Researchagent-skillsagentsaiai-agentsai-scientistartificial-intelligence
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