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Academic

Papers, citations, and university tools.

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academic
143

citation-graph

Builds and analyzes citation networks around a set of papers. Use when the user wants to find the most influential papers in an area, trace the intellectual lineage of a research direction, identify foundational works, find "bridge" papers between research communities, visualize how a field is structured, or discover important papers the team hasn't read yet. Triggers on phrases like "citation graph", "most cited papers", "foundational works", "how is this field structured", "who does everyone cite", "what papers connect X and Y".

meowscles69
meowscles69
research
open
academic
143

web-research-workflow

Unified decision tree for web research and competitive monitoring. Auto-selects WebFetch, Tavily, or agent-browser based on target site characteristics and available API keys. Includes competitor page tracking, snapshot diffing, and change alerting. Use when researching web content, scraping, extracting raw markdown, capturing documentation, or monitoring competitor changes.

yonatangross
yonatangross
research
open
academic
143

preprint-watch

Monitors tracked preprints on arXiv, bioRxiv, and medRxiv for new versions, journal publication, peer review outcomes, and major revisions. Use when the user wants to be notified when a specific preprint is updated, published, or retracted, when tracking competitor papers, or when monitoring their own preprint's trajectory. Triggers on phrases like "watch this preprint", "track this arXiv paper", "has this been published yet", "any updates to", "monitor this preprint", "is this still a preprint", "what happened to", "version history".

meowscles69
meowscles69
research
open
academic
143

citation-alert

Monitors incoming citations to the team's own papers and classifies them by type and context. Use when the user wants to know who has cited their work, track citation velocity, find papers that build on or challenge their results, generate a citation report for a grant renewal or review, or discover unexpected applications of their work. Triggers on phrases like "who cited our paper", "citation alert", "citation count", "has anyone cited X", "citation report", "who's building on our work", "citation velocity", "h-index".

meowscles69
meowscles69
research
open
academic
143

rag-retrieval

Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search, contextual retrieval, HyDE, agentic RAG, multimodal RAG, query decomposition, reranking, or pgvector search.

yonatangross
yonatangross
research
open
academic
141

text-complexity-analyser

Analyse text complexity across quantitative, qualitative, and reader-task dimensions with scaffolding recommendations. Use when selecting texts, assessing readability, or planning reading support.

GarethManning
GarethManning
research
open
academic
141

feedback-quality-analyser

Analyse existing written feedback for quality, specificity, actionability, and impact on student learning. Use when reviewing teacher or peer feedback to improve feedback practices.

GarethManning
GarethManning
research
open
academic
140

paper-navigator

End-to-end academic paper workflow: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA), read with structured analysis (3-level strategy), and organize into literature maps or reports. Use when: finding papers, reading a paper, related work, literature survey, citation analysis, research trends, SOTA results, datasets, or literature reports. Do NOT use for writing a literature review section (use paper-writing), comparing research ideas (use idea-tournament), or planning paper structure (use paper-planning).

EvoScientist
EvoScientist
research
open
academic
140

paper-review

Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing. Core method: 5-aspect checklist (contribution sufficiency, writing clarity, results quality, testing completeness, method design), counterintuitive protocol (reject-first simulation, delete unsupported claims, score trust, promote limitations, attack novelty), reverse-outlining, and figure/table quality checks. Use when: user wants to self-review or self-check their own paper draft before submission, stress-test their claims, prepare for reviewer criticism, or mentions 'self-review', 'check my draft', 'is my paper ready'. Do NOT use for writing a peer review of someone else's paper, and do NOT use after receiving actual reviews (use paper-rebuttal instead).

EvoScientist
EvoScientist
research
open
academic
139

pr-comment

Post friendly review comments to a GitHub PR — prepare locally, preview, then submit as atomic review. Use when: posting code review comments, giving PR feedback, sending inline suggestions. Not for: reading existing reviews (use load-pr-review), creating PRs (use create-pr), PR status (use pr-summary).

sd0xdev
sd0xdev
research
open
academic
137

pr-review

Reviews pull requests and code changes in this Ansible collection against project standards and the Ansible Collection Review Checklist. Use when asked to review a PR, patch, diff, or set of code changes. Do not use for GitHub Issues or general Q&A.

ansible-collections
ansible-collections
research
open
academic
136

student-database

Student database processing tools. Includes grade calculation, duplicate name detection, recommendation letter filtering, and TOEFL score filtering.

MassLab-SII
MassLab-SII
research
open
academic
136

tech-decision

This skill should be used when the user asks about "technical decision", "what to use", "A vs B", "comparison analysis", "library selection", "architecture decision", "which one to use", "tradeoffs", "tech selection", "implementation approach", or needs deep analysis for technical decisions. Provides systematic multi-source research and synthesized recommendations.

team-attention
team-attention
research
open
academic
136

reference-seek

This skill should be used when the user asks to "find references", "참고할 만한 거", "similar implementation", "오픈소스 있나", "how others do this", "레퍼런스 찾아줘", or needs to find existing patterns (internal) and open-source examples (external) for implementing a feature.

team-attention
team-attention
research
open
academic
134

cnki-search

Search CNKI (中国知网) for papers by keyword. Use when the user wants to find academic papers on a topic.

cookjohn
cookjohn
research
open
academic
134

cnki-journal-search

Search for journals/publications on CNKI by name, ISSN, CN, or sponsor. Use when the user wants to find a specific journal or browse publications.

cookjohn
cookjohn
research
open
academic
134

cnki-journal-index

Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI, etc.), get impact factors and evaluation data. Use when user asks about a journal's level, indexing, or ranking.

cookjohn
cookjohn
research
open
academic
129

codex-review

Integrates OpenAI Codex CLI as an MCP server to provide second-opinion reviews. Triggered by requests for Codex review, second opinion, or Codex setup. Do NOT load for: standard reviews without Codex, implementation work, or non-setup tasks.

Chachamaru127
Chachamaru127
research
open
academic
115

docs-seeker

Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in llms.txt format, (3) GitHub repository analysis, (4) Documentation without direct llms.txt support, (5) Multiple documentation sources in parallel

einverne
einverne
research
open
academic
109

geo-content-optimizer

Optimizes content for Generative Engine Optimization (GEO) to increase chances of being cited by AI systems like ChatGPT, Claude, Perplexity, and Google AI Overviews. Makes content AI-friendly while maintaining SEO value.

aaron-he-zhu
aaron-he-zhu
research
open
academic
109

serp-analysis

Analyzes search engine results pages (SERPs) to understand ranking factors, SERP features, user intent patterns, and AI overview triggers. Essential for understanding what it takes to rank.

aaron-he-zhu
aaron-he-zhu
research
open
academic
109

chapter-evaluator

Evaluate educational chapters from dual student and teacher perspectives. This skill should be used when analyzing chapter quality, identifying content gaps, or planning chapter improvements. Reads all lessons in a chapter directory and provides structured analysis with ratings, gap identification, and prioritized recommendations.

panaversity
panaversity
research
open
academic
109

chapter-evaluator

Evaluate educational chapters from dual student and teacher perspectives. This skill should be used when analyzing chapter quality, identifying content gaps, or planning chapter improvements. Reads all lessons in a chapter directory and provides structured analysis with ratings, gap identification, and prioritized recommendations.

panaversity
panaversity
research
open
academic
109

backlink-analyzer

Analyzes backlink profiles to understand link authority, identify toxic links, discover link building opportunities, and monitor competitor link acquisition. Essential for off-page SEO strategy.

aaron-he-zhu
aaron-he-zhu
research
open
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