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学术调试销售与营销大语言模型与 AI 系统管理效率与集成代码质量 Git 工作流架构模式文档项目管理测试金融与投资安全知识库技术文档后端前端教育 CI/CD 自动化工具机器学习内容创作数据工程游戏开发脚本 CMS 与平台移动端云计算 IDE 插件打包与分发数据分析框架内部媒体设计全栈房产与法律生物信息学命令行工具 SQL 数据库计算化学容器实验室工具数据库工具健康与健身智能合约监控域名与 DNS 工具 Web3 工具健康养生支付文学与写作电商开发哲学与伦理天文与物理电子商务占卜与神秘学手工艺术科学计算商业应用 DeFi NoSQL 数据库烹饪艺术 $Undefined

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学术调试销售与营销大语言模型与 AI 系统管理效率与集成代码质量 Git 工作流架构模式文档项目管理测试金融与投资安全知识库技术文档后端前端教育 CI/CD 自动化工具机器学习内容创作数据工程游戏开发脚本 CMS 与平台移动端云计算 IDE 插件打包与分发数据分析框架内部媒体设计全栈房产与法律生物信息学命令行工具 SQL 数据库计算化学容器实验室工具数据库工具健康与健身智能合约监控域名与 DNS 工具 Web3 工具健康养生支付文学与写作电商开发哲学与伦理天文与物理电子商务占卜与神秘学手工艺术科学计算商业应用 DeFi NoSQL 数据库烹饪艺术 $Undefined

学术

Research

Research topics via codebase exploration or external documentation. Use when user asks to research, explore, investigate, or says /research.

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Batch Comps

Batch generation of Hollywood comparable titles using GPT-4o. This skill should be used for generating comps on multiple titles at once, filling gaps in catalog coverage, or running overnight batch processing.

Claude Review

Run a Claude advisory review pass over current changes. Use for correctness, risk, and UX findings with file/line citations.

keithamckenzie0

Review Their Pr

Peer review someone else's PR with quality checks and formal review submission

Research30

Research scientific papers from the last 30 days across OpenAlex, Semantic Scholar, PubMed, arXiv, and HuggingFace

Protocol Builder

Builds complete systematic review protocols ready for PROSPERO registration. Guides users through all mandatory fields, generates PRISMA-P compliant documentation, and supports both systematic reviews (PICO) and scoping reviews (PCC/PRISMA-ScR). Use after formulating a research question with the research-question skill.

Research

Use when asked to research a topic, find information across multiple sources, investigate a question in depth, or produce a report with citations. Triggers on words like research, investigate, look into, find out, deep dive, report on, what do we know about.

Review Standard

reviewca が review.md を Must/Should/Nit で書き、OK判定条件を付けるための標準。

Bmad Editorial Review Prose

Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose

Research Survey Pipeline

Deep literature survey pipeline: semantic search via local vec-db, web search for arXiv papers, download PDFs, parallel subagent reading, and structured report generation. Use this skill whenever the user asks to survey, research, or find related papers on a topic, especially when they mention vec-db, arXiv, literature review, paper search, or updating an idea/survey note. Also trigger when the user says things like "调研", "查论文", "找相关工作", "literature survey", "related work", "search papers", or "read papers and summarize". This skill orchestrates the full pipeline from search to structured markdown report.

Death By Ppt

Review MARP markdown presentations for "Death by PowerPoint" issues. Use when asked to review, critique, or improve a presentation, check slides for clarity, or when terms like "Death by PowerPoint," "slide review," "too much text," or "presentation feedback" appear. Applies David JP Phillips' principles for cognitive optimization of slides.

Bibliographic Researcher

Build rigorous, well-scoped bibliographies and annotated source maps for a research question, topic area, or evidence review. Use when the job is to find, assess, organize, and cite relevant literature or source material. Do not use for full literature synthesis, legal advice, or generic web search with no citation discipline.

Master Synthesis

Creates a comprehensive synthesis of the literature - identifies consensus, active debates, strongest evidence, and the key open question across all papers

Methodology Audit

Compares research methodologies across papers - classifies approaches, identifies dominant methods, spots absent methodologies, and finds weakest designs

Ethnographer

Study people in context to uncover routines, meanings, workarounds, social norms, environmental constraints, and behavior that interviews alone miss. Use when work requires observation-led qualitative research, contextual inquiry, field-note synthesis, artifact interpretation, service or workflow immersion, or turning lived experience into product, service, policy, or strategy insight. Do not use for survey statistics, market sizing, therapy, or generic persona work with no real contextual evidence.

Presentation Abstracts

Guidelines for writing or refining conference presentation abstracts. Use this skill when creating, editing, or reviewing abstracts for conference talk submissions.

think-academic — Academic Research Reasoning Methods

Academic research reasoning methods — Synthesis (integrating sources, literature review, multi-source coherence), Argumentation (Toulmin model with claim/warrant/backing/qualifier/rebuttal), Critique (peer-review style evaluation, strengths/weaknesses, Socratic questions), and Analysis (systematic decomposition, coverage tracking, layered examination). Use when the user invokes `/think synthesis`, `/think argumentation`, `/think critique`, or `/think analysis`, or asks about literature review, building an argument, evaluating work, or systematic analysis.

Content Research Writer

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

Pr Review

PR review procedure for AI agents. Use when instructed to review a PR. Triggers: "review", "pr", "code review"

Shawn Bio Search

Use this skill for high-precision biomedical paper and dataset search with claim-level evidence scoring, citation sentence support, and hypothesis generation using PubMed, Scopus, Scholar, Europe PMC, OpenAlex, Crossref, and major omics datasets.

Deep Research Query

Plan and execute rigorous literature searches and evidence syntheses for biomedical, computational biology, and general scientific topics. Use when an agent must build a search strategy, search multiple databases, screen and document records, write review methods or review-style summaries, or prepare a reproducible evidence map or review. Triggers on: "literature search", "systematic review", "scoping review", "evidence synthesis", "search strategy", "PubMed search", "review methods", "PICO", "narrative review", "grey literature", "citation screening", "evidence map", "deep research".

DamLabResources0

Reddit

Browse, search, and post on Reddit. Use when asked to check Reddit, search for discussions, or post content.

Academic

Use for systematic literature search, paper retrieval, citation mining, and evidence synthesis across academic databases (Semantic Scholar, OpenAlex, IEEE, Unpaywall). Covers both exploratory discovery and structured systematic review.

Research

Gather external context on a topic. Use when you need industry trends, best practices, evidence base, and recent developments before analysis.

Fleet Test

How to run and analyze test results for a review

Esc Guidelines Query

Query ESC (European Society of Cardiology) Guidelines by automatically locating the relevant PDF from the TOC and extracting cited answers. Use when answering clinical questions about cardiovascular diseases based on official ESC recommendations.

Aio Epub Research

Research a book before translating — finds existing translations, genre conventions, benchmark books, and terminology via web searches. Triggers: "research sách", "research book", "tìm thuật ngữ", "research terminology". Run after aio-epub-setup, before aio-epub-translate.

Pm Review

PM Reviewer persona that analyzes issues/PRs and takes action. Use when reviewing, checking completion, or validating work.

Humanizer

Academic Writing Normalization Engine. Transforms AI-generated or rigid text into academically natural, structurally varied, and discipline-consistent writing through a multi-stage pipeline: Structural Recomposition, Linguistic Normalization, Pattern Disruption, and Final Validation. Includes a comprehensive 25-pattern AI writing detection reference based on Wikipedia's "Signs of AI writing" guide.

Crew Recall

Search journal entries by meaning or metadata. Trigger: 'crew recall: <question>'.