대학 컴퓨터 과학 교수

Find and set up coding practice problems tailored to your weak areas, then create local files so you can solve them right away. Use this skill when a user wants to practice coding, asks for a LeetCode problem, says "give me a coding challenge", "I want to practice DSA", "help me prep for coding interviews", "find me a problem to solve", "I'm weak at dynamic programming", "quiz me on algorithms", or any request to practice coding with a specific language or topic focus.

tinyfish-io1.6k

전산화학

Seven Pass Review

Mechanize Pattern 15 — the seven-pass adversarial review protocol for academic manuscripts. Spawns 7 forked subagents in parallel (abstract, intro, methods, results, robustness, prose, citations), then synthesizes a prioritized revision checklist. Use for submission-ready or R&R-stage papers where single-pass review isn't enough.

pedrohcgs942

Respond To Referees

Generate a structured response-to-referees document from a referee report and the revised manuscript. Maps each referee comment to the specific revision, classifies coverage (addressed / partially / deferred / disagreement), and drafts polite but firm responses. Use during the R&R (revise-and-resubmit) stage of paper revision.

pedrohcgs942

Academic Rebuttal Drafting and Refinement

Drafting and refining academic rebuttals for top-tier AI/CS conferences (NeurIPS, ICML, ICLR, CVPR, ECCV, AAAI, ARR, KDD, UAI, AISTATS, TMLR, etc.). Use this skill whenever the user needs to respond to reviewer comments, write a rebuttal, handle reviewer feedback, clarify technical misunderstandings, present additional experimental results, or deal with borderline accept/reject decisions. Also trigger when the user mentions keywords like "rebuttal", "reviewer", "review response", "author response", "camera-ready", "rebut", "AC", "area chair", "meta-review", or discusses conference review scores. Trigger for Chinese-language requests too, e.g. "写rebuttal", "回复审稿人", "审稿意见", "rebuttal怎么写", "reviewer说我的baseline不够".

OpenLAIR882

Lesson Quiz

Claude Code 单模块互动测验。Use when asked to "quiz me on hooks", "test my knowledge of lesson 3", "lesson quiz", "practice quiz for MCP", "do I understand skills", or similar Chinese requests.

lhfer849

Self Assessment

Claude Code 中文自测与学习路径顾问。用于评估当前水平、识别短板、推荐学习顺序。Use when asked to "assess my level", "take the quiz", "find my level", "where should I start", "what should I learn next", "check my skills", "skill check", or similar Chinese requests.

lhfer849

머신러닝

Plotting Sop

Standard operating procedure for academic figure generation. Four rendering engines: Python (data viz), Mermaid (flowcharts), AI Image via NanoBanana/OpenRouter (complex diagrams), SVG (vector). Includes engine selection decision tree, ReAct self-correction, NanoBanana configuration, environment detection, and academic style rules.

wentorai728

Code Kata Generator — Coding Exercise Design Tool

A specialized skill for systematically designing coding practice exercises (Code Kata). Used by the exercise-creator agent to create difficulty-tiered, concept-specific coding exercises with test cases and model solutions. Automatically applied in contexts such as 'coding exercises', 'algorithm problems', 'practice problems', 'kata', 'coding tests', 'programming practice'. However, online judge system integration (LeetCode, HackerRank) and automated grading infrastructure are outside the scope of this skill.

revfactory586

Citation Standards

학술 인용 및 참고문헌 표준 가이드. paper-writer와 submission-preparer 에이전트가 논문의 인용과 레퍼런스를 작성할 때 참조. '인용 형식', 'APA', '참고문헌' 요청 시 사용. 단, 원문 논문 검색이나 전문 데이터베이스 접근은 범위 밖.

revfactory586

금융 및 투자

Amortized Analysis Assistant

Apply amortized analysis techniques including aggregate, accounting, and potential methods

머신러닝

Complexity Class Oracle

Classify problems into complexity classes with supporting evidence and proof strategies

Related Work Analyzer

Analyze and organize related work for theoretical CS papers

금융 및 투자

Interview Problem Bank

Curated bank of interview problems organized by company, pattern, and difficulty. Provides problem recommendations, coverage tracking, weak area identification, and premium problem alternatives for FAANG interview preparation.

Deepxiv Trending Digest

Summarize recent hot academic papers using deepxiv trending, brief, head, and section reads, then produce a markdown digest highlighting what each paper is about and which papers deserve deeper reading.

DeepXiv561

Diffity Learn

Start a project-driven learning journey for any technical topic — programming languages, tools, frameworks, or concepts. Teaches through real projects, Diffity tours, and interactive conversation, adapting to the learner's pace.

kamranahmedse558

Diffity Learn

kamranahmedse558

Antivibe

Anti-vibecoding learning framework. Generate detailed explanations of code written by AI with curated external resources for deeper learning. Use when the user wants to understand WHAT and WHY behind AI-generated code, not just accept it.

mohi-devhub557

Git 워크플로

Daily Papers Notes

论文笔记生成（3 步流水线的第 3 步）。补充概念库，为推荐论文生成完整笔记，链接回填到推荐文件；目录页默认自动刷新，git 自动化默认关闭。触发词："批量笔记"、"跑一下论文笔记"

huangkiki545

지식 베이스

Systematic Exploration

Strategies for avoiding dead ends and premature conclusions. Read this when stuck or when an approach seems to not work.

A-EVO-Lab491

Inno Paper Writing

Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style.

전산화학

Ml Paper Writing

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.

문학 및 글쓰기

Scientific Writing

Core skill for the deep research and writing tool.

Inno Reference Audit

This skill provides reference guidance for citation verification in academic writing.

Making Academic Presentations

Create academic presentation slide decks and optionally demo videos from research papers.

Inno Paper Reviewer

Structured manuscript/grant review with checklist-based evaluation.

문서

Inno Grant Proposal

Help professors and researchers write, revise, adapt, and polish grant proposals for US agencies (NSF, NIH, DOE, DARPA, NASA) and Chinese agencies (NSFC 国自然).