Académico

Peer Review

Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.

Scientific Critical Thinking

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.

Bmad Retrospective

Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"

Hexalith0

Bmad Editorial Review Prose

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

Hexalith0

Us Govt Data

Access official US Government records. Currently supports SEC EDGAR (financial filings) and Federal Register (rule changes). Ensures data provenance from .gov domains.

joshuaroll0

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

Code Review

Process PR review comments from any reviewer - analyze, decide, fix, and reply politely

jsoonworld0

Peer Review

Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.

huamu6680

Scientific Writing

Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create section outlines with key points using research-lookup, (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.

Paper Figure Rules

Use this skill when evaluating, refining, or implementing figures intended for academic papers (e.g., ICML, ICLR, ACL, Nature). Trigger when visual quality, readability, or publication standards matter — especially when a plot “looks fine” but may fail under real paper constraints (small size, grayscale, reviewer scrutiny).

UlySse4790

Humanizer

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

ultramanqiyan0

Citation Survey

Survey citing or referenced papers for a given seed paper using OpenAlex API. Use when the user asks to find follow-up papers, citing papers, references, or related literature for a specific paper identified by DOI or arXiv ID. Also use when asked to check prior work, search for related publications, or build a literature survey around a specific paper.

ultimatile0

u9401066-copilot-capability-manager-claude-skills-web-search-skill-md

Web research and literature search capabilities for external resources. LOAD THIS SKILL WHEN: User says "搜尋", "search", "找資料", "查詢", "檢索", "web search", "網路搜尋" | needs external documentation | research task | API reference lookup | technology comparison | wants latest information. CAPABILITIES: Technical docs (MDN, GitHub, Stack Overflow), academic papers (PubMed integration), API documentation, real-time web data via fetch_webpage, structured search results.

Notat-agent for Individet

Skriv et policynotat (policy brief) for tenketanken Individet (individet.no), eller initier Deep Research som grunnlag for et slikt notat. Bruk denne skillen når brukeren ber om å lage et Individet-notat, skrive et policynotat, utrede et politisk tema, analysere en norsk lov eller ordning fra et frihetsperspektiv, eller foreslå reformer basert på individuell suverenitet. Trigger også på: "skriv et notat om X", "lag en utredning om X", "kan du analysere X som et Individet-notat", "utred X fra et frihetsperspektiv", "skriv et policy brief om X", "gjør research til et notat om X", "hva bør Deep Research undersøke om X". Trigger IKKE på forespørsler om ISI-scoring (bruk isi-scoring) eller reportasjer/artikler (bruk reportasje).

Individet0

Pdf Reader

Read and extract content from PDF files using multiple methods. LOAD THIS SKILL WHEN: User says "讀取 PDF", "read PDF", "打開論文", "看這篇" | has PDF file path | needs to extract text from PDF. CAPABILITIES: PDF to markdown conversion, text extraction, figure detection, citation extraction.

Literature Search

Search and retrieve academic literature from multiple databases. LOAD THIS SKILL WHEN: User says "搜尋文獻", "search literature", "find papers", "PubMed", "學術搜尋" | needs to find research articles | starting literature review. CAPABILITIES: PubMed search, MeSH term expansion, citation metrics, batch retrieval.

Literature Filter

Filter, validate and organize literature search results. LOAD THIS SKILL WHEN: User has search results and needs to "過濾", "篩選", "filter", "選擇文獻" | reviewing search results | narrowing down papers. CAPABILITIES: Relevance filtering, duplicate detection, inclusion/exclusion criteria, Zotero integration.

Literature Retrieval

Complete literature retrieval capability combining search and filter skills. LOAD THIS SKILL WHEN: User needs "文獻檢索", "找文獻", "retrieve literature", "系統性搜尋" | starting systematic review | comprehensive literature search. CAPABILITIES: Multi-database search, MeSH expansion, quality filtering, PRISMA-compliant workflow. COMPOSITE SKILL: Combines literature-search + literature-filter.

Lit Review

Paper analysis (single or multi) with structured extraction, gap analysis, and citation graph

jaminitachi0

Content Validator

Validate that written content accurately reflects source materials. LOAD THIS SKILL WHEN: User says "驗證", "validate", "檢查準確性", "核對" | after writing notes/reports | ensuring content accuracy. CAPABILITIES: Source-target comparison, citation verification, fact checking, consistency check.

Research Reporter

Research Reporter Skill

JansenAnalytics0

Pubmed Mcp Tools Reference

Complete reference for all 42 PubMed Search MCP tools. Triggers: 工具列表, all tools, 完整功能, tool reference, 有哪些工具

Blogpost Editor

Deep editorial review for publication readiness — narrative, structure, scannability, factual risk, tone, and reader usefulness. No silent rewrites.

Tzeusy0

Pr Review Expert

PR 审查专家 (PR Review Expert)

Fantasia19990

Academic Research

A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to understand the provenance of ideas.

joshuaroll0

Academic Writing Skill

Help write, edit, review, and improve academic papers and scientific manuscripts, especially in Machine Learning, AI, and Computer Science. Trigger whenever the user wants to: draft or edit a research paper, conference paper, or journal article; write an abstract, introduction, related work, methods, experiments, or discussion section; make academic text more concise or clear; structure a paper; write a rebuttal; or craft a grant proposal. Also trigger on terms like "paper", "manuscript", "NeurIPS", "ICML", "ICLR", "CVPR", "ACL", "arxiv", "LaTeX", "conference paper", "peer review", "camera-ready", "ablation study", or "research contribution". Use even for small tasks like "make this paragraph more concise" if the context is academic.

joshuaeh0

Web Scraping

Extracts content from blog posts and news articles. Use when user asks to scrape a URL, extract article content, get text from a webpage, discover articles from a blog, parse RSS feeds, or needs LLM-ready content with token counts. Supports single articles, batch processing, and site-wide discovery.

tyroneross0

Deep Research

Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.

jc1801050