AI4Scientist/nano-scientist

An autonomous research agent that turns a topic into a peer-reviewed technical report

This repository also configures its own agents. See what nano-scientist tells them →

128Stars on the repository
86Mods indexed here, across every type
3mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

research-wiki

73

AI4Scientist/nano-scientist

Skill Claude Code

A persistent research knowledge base for storing papers, ideas, experiments, claims, and the links between them. It keeps this information available across the research process.

not rated 128 3mo ago A 73 tokens

resubmit-pipeline

74

AI4Scientist/nano-scientist

Skill Claude Code

Workflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior submissions). Phase 0 physical isolation, Phase 0.5 health + anonymity check, Phase 1 audit (proof / claim / citation), Phase 2…

not rated 128 3mo ago A 176 tokens

result-to-claim

75

AI4Scientist/nano-scientist

Skill Claude Code

Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.

not rated 128 3mo ago A 63 tokens

run-experiment

76

AI4Scientist/nano-scientist

Skill Claude Code

An experiment runner for launching machine-learning jobs on local computers, remote servers, Vast.ai, or Modal serverless GPUs.

not rated 128 3mo ago A 47 tokens

semantic-scholar

77

AI4Scientist/nano-scientist

Skill Claude Code

Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature…

not rated 128 3mo ago B 80 tokens

serverless-modal

78

AI4Scientist/nano-scientist

Skill Claude Code

Run GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero. Use when user says "modal run", "modal training", "modal inference", "deploy to modal", "need a GPU", "run on modal", "serverless GPU", or needs remote GPU compute.

not rated 128 3mo ago A 79 tokens

AI4Scientist/nano-scientist

Skill Claude Code

A tool for writing a complete patent specification from patent claims and an invention disclosure, which is a document describing the invention.

not rated 128 3mo ago A 49 tokens

system-profile

80

AI4Scientist/nano-scientist

Skill Claude Code

Profile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation. Produces structured performance reports with actionable recommendations. Use when user says "profile", "benchmark", "bottleneck", or wants performance analysis.

not rated 128 3mo ago A 54 tokens

training-check

81

AI4Scientist/nano-scientist

Skill Claude Code

Interactively monitor training metrics from the current Codex session, periodically checking WandB or fallback logs for NaN, divergence, plateaus, and broken runs.

not rated 128 3mo ago A 35 tokens

vast-gpu

82

AI4Scientist/nano-scientist

Skill Claude Code

Rent, manage, and destroy GPU instances on vast.ai. Use when user says "rent gpu", "vast.ai", "rent a server", "cloud gpu", or needs on-demand GPU without owning hardware.

not rated 128 3mo ago A 46 tokens

AI4Scientist/nano-scientist

Skill Claude Code

A paragraph-level writing guide for 10–12 page systems research papers aimed at venues such as OSDI, SOSP, ASPLOS, NSDI, and EuroSys. It includes page planning, paragraph templates, and writing patterns.

not rated 128 3mo ago A 84 tokens

slides-polish

84

AI4Scientist/nano-scientist

Skill Claude Code

Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable size, kills italic…

not rated 128 3mo ago A 136 tokens

study-workflow

85

AI4Scientist/nano-scientist

Skill Claude Code

Generates a publication-quality research workflow diagram as a PNG via gpt-image-2 (OpenAI image API).

not rated 128 3mo ago A 27 tokens

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