AI4Scientist

60 mods across 1 repository, 126 stars between them.

feishu-notify

25

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Send notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Supports push-only (webhook) and interactive (bidirectional) modes. Use when user says "发飞书", "notify feishu", or other skills need to send status updates.

126 2mo ago B 67 tokens

figure-description

26

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Process user-provided patent figures and generate formal drawing descriptions. Use when user says "附图处理", "figure description", "附图说明", "drawings description", or wants to describe patent figures with reference numerals.

126 2mo ago A 49 tokens

figure-spec

27

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says "架构图", "workflow 图", "pipeline 图", "确定性矢量图", "figure spec", "draw architecture", or needs precise, editable, publication-ready vector diagrams. Preferred over…

126 2mo ago A 80 tokens

formula-derivation

28

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be…

126 2mo ago A 84 tokens

gemini-search

29

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond arXiv/Semantic Scholar indexes.

126 2mo ago A 50 tokens

grant-proposal

30

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write…

126 2mo ago A 131 tokens

idea-creator

31

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.

126 2mo ago A 51 tokens

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says "robotics idea discovery", "机器人找idea", "embodied AI idea"…

126 2mo ago A 104 tokens

idea-discovery

33

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.

126 2mo ago A 72 tokens

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Structure a raw invention idea into a formal invention disclosure. Use when user says "构建发明", "structure invention", "发明构建", "invention disclosure", or wants to formalize a rough idea into a patent-ready structure.

126 2mo ago A 56 tokens

jurisdiction-format

35

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Compile patent application into jurisdiction-specific filing format. Use when user says "格式转换", "jurisdiction format", "国家格式", "compile patent", or wants formatted patent documents for CN/US/EP filing.

126 2mo ago A 47 tokens

kill-argument

36

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved critical issues. Use when user says "kill argument", "adversarial review", "hostile review", "rebuttal preparation", "reviewer-2…

126 2mo ago A 88 tokens

mermaid-diagram

37

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Generate Mermaid diagrams from user requirements. Saves .mmd and .md files to figures/ directory with syntax verification. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types.

126 2mo ago A 52 tokens

meta-optimize

38

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says "优化技能", "meta optimize", "improve skills", "分析使用记录", or wants to optimize ARIS's own harness components based on…

126 2mo ago A 81 tokens

monitor-experiment

39

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.

126 2mo ago A 35 tokens

novelty-check

40

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

126 2mo ago A 49 tokens

openalex

41

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Search academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information. Use when user says "openalex search", "search openalex", "open citation graph", or wants comprehensive academic metadata beyond arXiv/Semantic Scholar.

126 2mo ago B 55 tokens

overleaf-sync

42

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Two-way sync between a local paper directory and an Overleaf project via the Overleaf Git bridge (Premium feature). Lets you keep ARIS audit/edit workflows on the local copy while collaborators edit in the Overleaf web UI. Token never touches the agent — user does the one-time auth via macOS Keychain. Use when user…

126 2mo ago B 125 tokens

paper-claim-audit

43

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias. Use when user says "审查论文数据", "check paper claims", "verify numbers", "论文数字核对", or before submission to ensure…

126 2mo ago A 77 tokens

paper-compile

44

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.

126 2mo ago B 53 tokens

paper-figure

45

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.

126 2mo ago A 41 tokens

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation. This is a separate experimental alternative to paper-illustration, intended for Claude Code users who want a GPT-image-style renderer without modifying the original skill.

126 2mo ago A 59 tokens

paper-illustration

47

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterative refinement loop. Use when user says "生成图表", "画架构图", "AI绘图", "paper illustration", "generate diagram", or needs visual figures for papers.

126 2mo ago A 67 tokens

paper-navigator

48

AI4Scientist/nano-scientist

Skill Claude CodeCodex

Find and read academic papers: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA), and read with structured analysis (3-level strategy). Use when: finding papers, reading a paper, related work, citation…

126 2mo ago A 141 tokens