Skill rating

输入项目想法或 GitHub 链接，自动搜索相关开源项目，生成结构化分析报告（技术栈/优缺点/评分）， 并可下载评分最高的前3名代码包。支持意图搜索和直链分析两种模式。

Read academic papers from local PDF files, arXiv URLs, or paper titles and generate structured reading notes in Chinese. Use when the user provides a PDF file path, an arXiv URL, a paper title, or ask

Entropy Box knowledge-compiler for embodied-AI: turns bounded requirements into grounded workflows via Solution Consult, Search, Lookup, and Evidence. Do not use it to control physical robots.

Use this skill whenever the user wants Claude Code to write, scaffold, compile, debug, or review an arXiv-style academic paper, especially survey papers with LaTeX, BibTeX citations, TikZ figures, tab

Apply trader Serenity's (@aleabitoreddit) AI/semiconductor supply-chain analytical lens to US-stock ideas and market judgment. Use this skill whenever evaluating a stock decision (buy / sell / hold /

Persistent cross-session knowledge base for research papers. Ingest arXiv/DOI → extract method, gap, threat level → append to PAPERS.md. Never lose paper context again across sessions.

Academic research agent for comparative analysis of governance structures in Thai and Chinese public business schools and their impact on educational efficiency. Use when: 1) Building theoretical fram

书/长文/研报/论文的深度消化，产出结构笔记+原子笔记+知识网络连接。关键词：深度阅读、深度学习、结构笔记、deep learning。

This skill should be used when the user provides an electronic book (PDF, EPUB, TXT, MD) and wants to automatically extract knowledge, analyze structure, and generate multiple WorkBuddy skills. Trigge

Catalyst design guidance skill. Based on a layered, traceable, and dynamically evolving methodology system (fusing catalyst-search retrieval results, user-acquired materials via AI/skills, and externa

Use when one research source chain is stable enough to turn into paper framing or a provisional framing sketch by comparing closest related works, checking claim-level citation support, clarifying pos

Use when the user has a selected Candidate Method, multiple Candidate Methods to merge, a user-authored rough method, or a reconstructed chat method and wants to converge on one human-owned method out

Given an arXiv ID or URL, fetch the paper, spawn sub-agents to read its key citations, and write an executive summary under.

Use when user asks to compare masters, compare schools, compare perspectives, 对比, 各宗怎么看, 不同宗派, 禅净之争, 性相之辩, 空有之争, or wants multiple masters to answer the same question. Triggers include "对比"、"比较"、"各宗"、

RICE-scores Stories with market research and generates prioritization table. Use when Stories need business priority ranking for sprint planning.

Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing tex

Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.

Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces struct

Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.

Use this skill for creating or refining an academic slide deck and the talk built around it: structuring a conference talk, thesis defense, lab meeting, or paper-to-slides deck; deciding the narrative

深度研究技能，用于进行领域调研、文献调研、survey研究。当用户说"做一个survey"、"深度研究一下XX"、"文献调研"、"研究一下XX领域的最新进展"、"帮我调研XX"、"学术调研"时自动触发。支持arXiv、PubMed、PMC、Google Scholar等多个数据源，自动下载PDF并解析全文，生成三层报告（执行摘要、验证清单、完整报告）。

行业战略诊断系统——基于《五力模型·战略力》框架，输入任意行业/品类名称，自动采集数据并生成专业诊断报告（MD格式）。触发词："诊断XX行业"、"XX行业怎么样"、"XX品类能不能做"、"分析XX市场"、"XX行业前景"。输出8大模块：市场容量、行业趋势、竞争格局、差异化机会、综合评估、切入策略、风险警示、发展机遇。适用于创业者/品牌方/投资人的战略决策参考。

Conduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill when the user wants deep research, a detailed report, a comparison, market analysis, literature review, or s

创造者情报 V5 - 工程师视角技术情报聚合器 严禁 VC 商业化话术，只关注底层技术实现。 服务对象：硬科技工程师、极客产品经理、技术研究者。 核心选品标准（按优先级）： 1. 🥇 GitHub 开源项目与霸榜（新模型、新硬件图纸、开发工具库） 2. 🥈 硬核技术原理解析（MoE、稀疏注意力、流匹配、新架构） 3. 🥉 极客硬件与创新交互（ESP32、树莓派、Kickstarter 创

Full-pipeline Nature-series journal writing assistant. Covers journal selection, literature review, manuscript drafting, figure generation, citation verification, pre-submission audit, cover letter, a

Use when the user asks to "design an email A/B test", "set up a multivariate subject/CTA test", "run a send-time test", "build a hold-out group", or "is this email result statistically and practically

Search and recommend Renesas semiconductor solutions for embedded system design. Triggers ONLY when the user explicitly mentions "Renesas" (or "瑞萨") OR names a Renesas product family (DA14xxx, RA, RX,

Use when identifying collaboration opportunities across fields, finding experts in complementary disciplines, translating methodologies between scientific domains, or building interdisciplinary resear

根据用户提供的论文主题，进行系统性中英文文献回顾（Literature Survey）。 采用8阶段工作流，支持CNKI、Web of Science、ScienceDirect等主流数据库， 无需API配置，通过浏览器自动化获取文献信息。 输出包含GB/T 7714-2015引文、标题、摘要的Markdown文档。 当用户提到"文献回顾"、"文献综述"、"帮我找文献"、"中英文文献搜索"、"写综

日更100条方法论 v1.0 —— 帮老板做IP、帮员工省力气、帮个人创作者提效。 基于创始人公开方法论的研究整理而成，提炼出可复用的SOP体系。 三层架构：核心方法论(本文) → 按需加载reference → 用户专属方案。 核心策略：7大（高频轰炸、两线叙事、争议切入、矩阵思维、N+1创新、SABCD品牌承接、反向侵蚀风险）。 口播模板：5种（反共识型/故事悬念型/方法论型/产品展示型/日常

Search arXiv and, when needed, verify external academic sources to update field beliefs and one primary decision through testable propositions, capability frontiers, explicitly labeled mechanism model

Assist in drafting professional peer review response letters. Trigger when user mentions "reviewer comments", "response letter", "peer review", "revise and resubmit", "R&R", "reviewer feedback", or ne

Quality-driven development with automatic TDD/DDD methodology selection and TRUST 5 quality framework. Use when building features, refactoring code, fixing bugs, or any coding task that needs structur

Use when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference tracking, or finding potential collaborators thr

Use this skill when the user wants to distill a real researcher, professor, advisor, lab, or research community into an evidence-grounded cyber mentor skill from papers, academic homepages, talks, int

Write 40-100+ page academic reports (FYP, thesis, dissertation) with parallel Claude Code subagents. 3-wave pipeline: Wave 0 extracts data from your research repo, Wave 1 writes chapters in parallel (

Per-ticker panic index (0-100) that weights six real signals: VIX, IV Rank, RSI-14, options volume anomaly, Put/Call ratio, and consecutive-down days. Scores ≥ 60 trigger a Bull Put Spread entry signa

Your AI Founder Partner for building and scaling startups — diagnose your stage, run hypothesis experiments, make pricing decisions, design growth loops, and ship weekly execution reviews.

Use when creating forest plots for meta-analyses, visualizing effect sizes across studies, or generating publication-ready meta-analysis figures. Produces high-quality forest plots with confidence int

Analyzes application logs: classifies errors, checks log quality, maps stack traces to source. Use when logs need review after test runs or during development.

Calculate TAM, SAM, and SOM with explicit assumptions, methods, and caveats. Use when sizing a market for a product idea, business case, or executive review.

Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hyperparameter sweeps, and evaluation metr