学术
学术写作、研究与引用
icml-reviewer
mseok
Paper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with actionable feedback across all key dimensions: claims/evidence, relation to prior work, originality, significance, clarity, and reproducibility. Also provides formative feedback on incomplete drafts, proposals, and research code repositories. MANDATORY TRIGGERS: review paper, ICML review, paper review, evaluate paper, research paper feedback, ML paper review, conference review, academic review, paper critique, NeurIPS review, ICLR review, project proposal, research proposal, paper draft, early feedback, incomplete paper, work in progress, WIP review, review repo, review codebase, research project review
devils-advocate
mseok
"Challenge research assumptions and identify weaknesses in arguments. Stress-test papers before submission or revision."
proofread
mseok
"Academic proofreading for LaTeX papers. Grammar, notation consistency, citation format, tone, LaTeX issues, citation voice balance, and TikZ diagram review. Report-only — never edits source files."
cross-verified-research
whynowlab
Deep research with cross-verification and source tiering. Use when investigating technologies, comparing tools, fact-checking claims, evaluating architectures, or any task requiring verified information. Triggers on "조사해줘", "리서치", "research", "investigate", "fact-check", "비교 분석", "검증해줘".
stock-research-expert
TurboSnails
兼容严估深、研股股与旧股票研究专家名称。公司研究、商业模式拆解、财报与盈利预测、估值及研究页更新均使用融合版 stock-analysis。
pre-adr-drafting
igor1309
Use when research and discussion need to be turned into structured architectural exploration with options, tradeoffs, provisional boundaries, and open questions before committing to an ADR.
research
acking-you
Structured web research with multi-source validation. Output reports with complete citation links. Focus on key results, verify information quality.
Research Paper Structurer
Eli-yu-first
"Structures research papers with proper sections, methodology frameworks, and academic formatting (APA/MLA/Chicago)"
clinic
geekjourneyx
"Clinic (诊疗室) — Psychological resilience deliberation room. Convene Skinner, Frankl, Aurelius, Kahneman, Zhuangzi, and Jung for anxiety, procrastination, burnout, and loss recovery."
token-budget-advisor
Svenja-dev
Proactive token budget assessment and task chunking strategy. Use this skill when queries involve multiple large file uploads, requests for comprehensive multi-document analysis, complex multi-step workflows with heavy research (10+ tool calls), phrases like "complete analysis", "full audit", "thorough review", "deep dive", or tasks combining extensive research with large output artifacts. This skill helps assess token consumption risk early and recommend chunking strategies before beginning work.
oracle
geekjourneyx
"Oracle (神谕所) — Life crossroads deliberation room. Convene Sartre, Aurelius, Jung, Frankl, Nietzsche, and Kahneman for major life decisions, career transitions, and existential questions."
git-precommit
u9401066
提交前編排器 + Paper-Aware Pre-Commit Hooks。 LOAD THIS SKILL WHEN: commit、提交、推送、做完了、收工 CAPABILITIES: 記憶同步、文檔更新、Paper 品質把關、Git 操作
research-to-diagram
wshuyi
深度调研主题并自动生成知识关系图谱PDF。接收研究主题后自动进行网络调研、信息收集、知识整理，最终生成专业的可视化关系图谱。适用于"研究...并做图"、"深度分析...并可视化"、"生成知识图谱"等场景。
yield-opportunities
kukapay
Comprehensive tool for finding and analyzing DeFi yield opportunities across protocols, chains, and asset types. Use when users want to earn yield on crypto assets (staking, lending, liquidity farming, aggregators). Supports exhaustive parallel research using librarian agents, direct web searches, and GitHub repository analysis.
diagram-gen
ZhihaoAIRobotic
"Generate publication-quality academic diagrams and plots from paper methodology text using plan_diagram, generate_image, and critique_image tools."
5d-tasks
tapania
"Break gap analysis into sequenced, actionable tasks. Use when: (1) After GAP ANALYSIS phase in 5D-SDD workflow, (2) User is ready to start implementation, (3) Gaps are identified but not yet organized into work items, (4) User asks for 'task list,' 'breakdown,' or 'what to do first.' This phase creates the implementation roadmap."
product-management
julianromli
Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.
LJG-Xray-Article: 文章解读
lijigang
智慧X光机 — Claude Code Skill，四层漏斗透视文章，提炼可迁移智慧晶核
fomolt
fomolt-app
Agentic trading on Base & Solana — paper trade or live trade tokens on-chain via CLI
paper-polish
EYH0602
This skills helps agents to review and polish research papers written in LaTeX, focusing on writing clarity, grammar, LaTeX best practices, and document structure.
deep-research
lodekeeper
Multi-agent deep research pipeline for complex questions (EIP analysis, architecture decisions, cross-client comparisons, protocol design). Use when single-shot answers are insufficient and you need decomposition, parallel investigation, adversarial critique, and a formal output document.
cody-article-writer
ibuildwith-ai
Cody Article Writer: Research-backed article writing workflow with customizable style guides and citations. Use when the user wants to write articles, blog posts, or long-form content with optional web research and source citations. Handles the full workflow: topic ideation with exploratory research, comprehensive research planning, thesis development, outlining, section-by-section writing with citations, article metadata generation, and markdown export. Also handles style guide management including commands like "list writing styles", "create a new article style", "edit my writing style", "delete style", "show my drafts", "continue my article", or "show my articles".
brainstorm
Aedelon
Multi-agent brainstorming and strategic thinking on any complex topic. Explores the subject deeply, then spawns specialized sub-agents in parallel for diverse expert perspectives. MUST BE USED PROACTIVELY when user faces any decision, architectural choice, design question, strategic dilemma, or open-ended problem that benefits from multiple viewpoints. Triggers: "brainstorm", "explore ideas", "what are the options", "how should I approach", "pros and cons", "compare approaches", "what do you think about", "best way to", "should I use X or Y", "what's the best approach", "help me decide", "trade-offs", "alternatives", "strategy for", "how would you", "what's your take", "opinions on", "which one", "recommend", "suggest", "ideas for", "possibilities", "ways to", "what direction", "where to start", "what's better".
research-protocol
Aedelon
Conduct rigorous research with proper citations (DOI, arXiv, PMID) and source triangulation. MUST BE USED when user asks: "what is SOTA", "recent developments", "compare X vs Y", "is it true that", "research says", "latest papers on", "scientific evidence", "studies show", "state of the art", "literature review", "find papers", "academic research", "benchmark results", "who published", "when was X released", "current best", "what does the research say", "evidence for", "peer reviewed". Searches multiple sources, evaluates reliability, states confidence level. NOT for verifying API signatures (use anti-hallucination) or general web search (use WebSearch directly).