Skill rating

Creates or replans 3-7 Epics from scope using Decompose-First pattern. Use when initiative needs Epic-level breakdown or Epic scope changed.

Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc.

문서 내부 또는 프로젝트 전체에서 일관된 작성 스타일을 유지하도록 돕는 검사기. 어조(경어체/반말), 용어(사용자/유저), 숫자 형식, 목록 스타일, 따옴표, 날짜/시간 형식의 불일치를 감지합니다. 다중 작성자 문서 검토 시, 프로젝트 전체 용어 표준 유지 시, 공식 문서 준비 시, 브랜드 일관성을 위한 문서 작업 시 사용하세요.

由 model-distillation 从教师技能 academic-translation 蒸馏并增强的超越型元技能， 在教师能力之上叠加自验证、自我反思、super-agent 编排与持续自进化闭环，逐步超越教师。

|-。贯穿数据全生命周期,从抽取清洗到分析可视化,一站处理。Work with data across the full lifecycle。Use when 需要数据分析、报表生成、统计洞察、数据可视化时使用。不适用于实时流数据处理。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。

Perform deep, concurrent web research using the Perplexity Search API.

Convert documents between 40+ formats using pandoc CLI. Handles Markdown ↔ Word ↔ PDF ↔ HTML ↔ LaTeX ↔ EPUB with smart defaults, professional templates, and comprehensive tooling.

Command-line interface for Zotero - search your Zotero library, add/edit notes, read attachments, and manage bibliographic references from the terminal.

|-。国内外社会科技军事新闻汇总,自动搜索筛选整理要点。国内外社会、科技、军事新闻汇总。自动搜索、筛选、整理新闻要点。Use when。Use when 需要SEO优化、关键词分析、排名提升、搜索流量优化时使用。不适用于黑帽SEO手段。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。

AI-assisted academic conference poster generation from Overleaf source using Claude Code

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research

Think beyond immediate consequences to understand the chain reactions of decisions. Master Howard Marks' investment framework for seeing what others miss. Use when: **Strategic decisions** where long-

All-in-one web toolkit powered by parallel-cli, with a strong emphasis on academic and scientific sources. Use this skill whenever the user needs to search the web, fetch/extract URL content, enrich d

Create a compelling startup pitch deck that follows the structure proven to raise billions from top investors. Master the YC and Sequoia formats that get founders funded. Use when: **Fundraising** to

Parse ebooks, extract concepts and entities with citation traceability, classify by type/layer, and synthesize across book collections.

Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass spectrometry). Provides i

由 model-distillation 从教师技能 academic-tutor 蒸馏并增强的超越型元技能， 在教师能力之上叠加自验证、自我反思、super-agent 编排与持续自进化闭环，逐步超越教师。

科研论文研读与复现自动化助手。使用当用户需要：(1) 研读论文 PDF 并提取核心内容，(2) 生成结构化研读报告，(3) 查找官方代码/数据集，(4) 编写复现代码框架，(5) 设计实验方案复现论文结果

量子科技论文追踪与速览生成。用于每日追踪量子计算、量子网络、量子纠错等领域最新论文，生成中文笔记和每日速览。触发场景：(1) 定时任务执行量子论文追踪 (2) 用户请求更新论文 (3) 补充遗漏的论文

多源研究助手，整合网页搜索、学术平台（知网/arXiv）、社交媒体（微博/抖音）、新闻聚合。支持自动去重、按来源和可信度分类。Use when。Use when 需要SEO优化、关键词分析、排名提升、搜索流量优化时使用。不适用于黑帽SEO手段。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。 功能涵盖: research。

Comprehensive R-based meta-analysis skill covering RevMan 5.x + Stata equivalents (metareg/mvmeta) + esc + RVE + Bayesian NMA (Stan/JAGS) + survival meta + TSA + single-group meta + diagnostic meta +

AdMapix is your comprehensive ad intelligence and app analytics solution, offering deep insights into ad creatives, app rankings, downloads, revenue, and market trends. With real-time data and robust

用于学术调研、论文精读、相关工作梳理、百科知识查询和引用链追溯。

Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand ac

Systematically validate your business hypotheses before building anything. Master Steve Blank's Customer Development methodology that became the foundation of Lean Startup and YC's approach. Use when:

Validate, lint, audit, or fix PromQL queries and alerting rules; detects anti-patterns.

Answer questions using the Obsidian wiki vault. Reads hot cache first, then index, then relevant pages. Synthesizes answers with citations. Files good answers back as wiki pages. Supports quick, stand

Orchestrate parallel scientist agents for comprehensive analysis with AUTO mode

上市公司护城河深度解剖。对任意上市公司/股票代码/上传资料进行六维竞争壁垒分析（资源、技术、客户认证、规模、产业链卡口、成长空间），输出结构化的资产底牌研究报告。适用于个股研究、财报分析、研报解读、调研纪要分析等场景。

Business Analysis Super Workbench — International Edition. The world's premier full-stack business analysis intelligent workbench.

This skill governs ALL dissertation writing tasks for Ryan Tang's PhD dissertation in Sociology of Education. It defines the agent team, knowledge base architecture, working modes, and quality cont...

12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation fo

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan,

Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan,

通过大规模联网搜索自动创建知乎风格的深度知识网页，样式高度还原 zhihu.com。生成 10 个章节的多答主模拟回答页面，含 ≥10 万有效中文字和 ≥500 次真实搜索引用。支持手动裁剪为任意比例版本（如"执行 5% 版本"→ ≥5 千字 / ≥25 次搜索），多次执行自动创建带版本号的独立文件夹。适用于生成知识专题页、学习路径教程、产品深度百科、行业研究报告等需要系统整理某一主题知识的场景。

Multi-regime options spread analysis engine with quantitative rigor. Features regime detection (VIX-based), GARCH volatility forecasting, drawdown-constrained Kelly position sizing, and walk-forward b

Load relevant .agents context. Triggers: "inject context", "load .agents context", "pull decay-ranked prior knowledge".

当用户提到「OKF」「OKF Wiki」「Open Knowledge Format」「OKF 知识库」「新建 OKF」「创建 OKF bundle」「OKF 摄入」「OKF 查询」「OKF 一致性检查」「OKF 导出」「OKF 归档」「okf-wiki-init」「okf-wiki-ingest」「okf-wiki-query」「okf-wiki-lint」「okf-wiki-export」「o

Search for academic papers, get detailed paper information, author profiles, and citation data through Semantic Scholar API. This skill provides comprehensive academic literature search capabilitie...

Search for academic literature and research papers through Google Scholar. This skill provides powerful search capabilities with advanced filtering options including author-specific searches and ye...

Domain expert learning system with persistent local knowledge base. READ THIS SKILL FILE at the start of every session — learned topics are stored locally and should be used to answer related question

Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full revie

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Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design expe

擅长高质量文献检索与分析的学术研究助手

统一整合版：claude-heartflow-skill (v2.8.0) + mark-heartflow-skill (v5.7.3) 290+ 模块，25 个 MCP 工具，零外部依赖，覆盖认知/记忆/情绪/哲学/自愈/决策/代码/意识。 **需要用户明确授权的能力：** - 代码执行 (new Function / execSync / child_process) - 文件系统写入 (

Complete Valyu API toolkit for AI agents. Use this skill when asked to perform real-time search across web, academic, medical, transportation, financial sources, content extraction from URLs, AI-power