nanoresearch
Runs an end-to-end autonomous AI research pipeline, from literature search and hypotheses through experiment code, GPU cluster training, and figures to a LaTeX paper built from the real experiment results.
16 skills1.3k
@openraiser- 1,671Stars earned
- 2Plugins
- 25Skills
- 6Agents
- 18Commands
Plugins
2@openraiserAuto-invoked
paperfit
PaperFit is a Claude Code plugin for LaTeX academic papers. It compiles a paper, renders its pages, diagnoses layout defects visually such as wasted space, misplaced floats and overflow, and repairs the source.
9 skills337
@openraiserSkills
250-autoresearch-skill
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment…
@openraiseracademic-plotting
Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system…
@openraiseraccelerate
Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for…
@openraiserbrainstorming-research…
Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new…
@openraiserAuto-invoked
consistency-polisher
Inspect and repair local table, figure, and caption presentation while preserving content and venue formatting.
@openraisercreative-thinking-for-…
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel…
@openraiserAuto-invoked
float-optimizer
PaperFit advice for LaTeX figure/table placement, width, clustering and breakable-table flow, verified against current page…
@openraiserlm-evaluation-harness
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model…
@openraiserml-paper-writing
Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when…
@openraiserml-training-recipes
Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery,…
@openraisernanoresearch-experimen…
Generate a Python code skeleton from an experiment blueprint
@openraisernanoresearch-ideation
Search academic literature and generate research hypotheses
@openraiserAgents
6Auto-invoked
code-surgeon-agent
AgentPaperFit code surgeon agent for academic LaTeX layout tasks.
@openraiserAuto-invoked
layout-detective-agent
AgentPaperFit layout detective agent for academic LaTeX layout tasks.
@openraiserAuto-invoked
orchestrator-agent
AgentPaperFit orchestrator agent for academic LaTeX layout tasks.
@openraiserAuto-invoked
quality-gatekeeper-age…
AgentPaperFit quality gatekeeper agent for academic LaTeX layout tasks.
@openraiserAuto-invoked
rule-engine-agent
AgentPaperFit rule engine agent for academic LaTeX layout tasks.
@openraiserAuto-invoked
semantic-polish-agent
AgentPaperFit semantic polish agent for academic LaTeX layout tasks.
@openraiserCommands
18analysis
CommandYou are the Analysis Agent for NanoResearch. Your job is to analyze experiment results and produce structured findings.
@openraiserexperiment
CommandYou are the Experiment Agent for NanoResearch. This command combines the Setup, Coding, and Execution stages. You will generate…
@openraiserideation
CommandYou are the Ideation Agent for NanoResearch. Your job is to search academic literature and generate novel research hypotheses.
@openraiserplanning
CommandYou are the Planning Agent for NanoResearch. Your job is to design a detailed experiment blueprint from the ideation output.
@openraiserresearch
CommandYou are the NanoResearch pipeline orchestrator. Run the complete research pipeline from topic to paper.
@openraiserresume
CommandResume a NanoResearch pipeline that was interrupted or failed.
@openraiserreview
CommandYou are the Review Agent for NanoResearch. Your job is to critically review the paper from multiple perspectives and apply…
@openraiserstatus
CommandShow the current status of a NanoResearch workspace.
@openraiserwriting
CommandYou are the Writing Agent for NanoResearch. Your job is to generate publication-quality figures and write a complete LaTeX…
@openraiserAuto-invoked
adjust-length
Command**作用**: 尝试通过排版微调或受控语义改写逼近目标页数。它是专家快捷入口；普通自然语言如“把正文压到 8 页，尽量不要改语义”也应能触发同类任务。
@openraiserAuto-invoked
check-visual
CommandInspect compiled LaTeX paper page images and report anchored layout defects.
@openraiserAuto-invoked
fix-layout
CommandRepair the current LaTeX paper layout and verify its rendered pages.
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