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Academic

Papers, citations, and university tools.

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academic
3

scientific-documentation

Generate comprehensive scientific research-style documentation for completed coding projects. Use when the user requests project documentation, a technical breakdown, a study paper, a lecture document, or wants to understand everything about a project they just built. Triggers include phrases like "document this project," "create a study paper," "explain everything we did," "write up the full breakdown," "scientific documentation," or "I want to learn from this project." Produces formal Word documents (.docx) with academic structure, beginner-friendly explanations, and exhaustive code analysis.

Bbeierle12
Bbeierle12
research
open
academic
3

nlp-processing

Text processing, sentiment analysis, LLMs, and NLP frameworks. Use for text classification, named entity recognition, or language models.

pluginagentmarketplace
pluginagentmarketplace
research
open
academic
3

pdf-analysis

This skill should be used when the user asks to "解析PDF", "解读文档", "分析PDF文件", "PDF解读", "extract content from PDF", "analyze PDF document", "parse academic paper", or provides a PDF file path for content extraction and analysis. Provides comprehensive PDF document analysis and content extraction capabilities for WeChat content creation.

bahayonghang
bahayonghang
research
open
academic
3

pdf-smart-extractor

Extract and analyze large PDFs (1MB-50MB+) with minimal token usage through local extraction, semantic chunking, and persistent caching. Enables 12-100x faster querying for technical documents like NIST, ISO, and AWS guides.

diegocconsolini
diegocconsolini
research
open
academic
3

dialogue-create-reference

Create Reference (REF) documents for conceptual models, glossaries, and catalogues. Triggers on "create reference", "document concepts", "make glossary", "catalogue these", "create lookup".

pidster
pidster
research
open
academic
3

pdf-analysis

This skill should be used when the user asks to "分析PDF", "解读文档", "分析PDF文件", "PDF解读", "extract content from PDF", "analyze PDF document", "parse academic paper", or provides a PDF file path for content extraction and analysis. Provides objective PDF document analysis and content extraction for professional WeChat content creation.

bahayonghang
bahayonghang
research
open
academic
3

zotero-mcp

Interface with Zotero's MCP server to search and retrieve bibliographic data using advanced semantic search and multi-strategy approaches. Designed for output as a plain markdown formatted outline, suitable for pasting into Logseq. Also offers side-by-side translation of Chinese titles and abstracts for improved English language search within Logseq. Context-aware - uses agents in Claude Code, batched searches in Claude Desktop.

kerim
kerim
research
open
academic
3

citation-format

Format citations and bibliographies in multiple academic styles (APA, IEEE, Chicago, Harvard, MLA, Nature, Science). Use when: (1) Converting between citation styles for different journals, (2) Cleaning and standardizing bibliography entries, (3) Validating citation formatting before submission, (4) Generating properly formatted reference lists, (5) Checking citation consistency across manuscripts.

astoreyai
astoreyai
research
open
academic
3

ai-check

Detect AI/LLM-generated text patterns in research writing. Use when: (1) Reviewing manuscript drafts before submission, (2) Pre-commit validation of documentation, (3) Quality assurance checks on research artifacts, (4) Ensuring natural academic writing style, (5) Tracking writing authenticity over time. Analyzes grammar perfection, sentence uniformity, paragraph structure, word frequency (AI-typical words like 'delve', 'leverage', 'robust'), punctuation patterns, and transition word overuse.

astoreyai
astoreyai
research
open
academic
3

perplexity-researcher-reasoning-pro

Highest level of research and reasoning capabilities for complex decision-making with significant consequences, strategic planning, technical architecture decisions, multi-stakeholder problems, or high-complexity troubleshooting requiring expert-level judgment and sophisticated reasoning chains. Prioritizes actively maintained repositories and validates website sources for 2025 relevance.

d-o-hub
d-o-hub
research
open
academic
3

researching-web

Search the web using Perplexity AI. Use when needing to search, look up, research, find current information, best practices, compare technologies, or answer factual questions about tools and libraries.

julianobarbosa
julianobarbosa
research
open
academic
3

codebase-navigator

Fast repository comprehension and safer edits through structured exploration

benreceveur
benreceveur
research
open
academic
3

deep-research

Enables automatic deep research mode with comprehensive analysis when trigger phrases are detected

cameronsjo
cameronsjo
research
open
academic
3

ai-discovery-expert

AI Discovery and LLM search optimization expert. PROACTIVELY use when optimizing for Perplexity, ChatGPT Search, Gemini, Claude, AI crawlers. Triggers: AI search, Perplexity, ChatGPT, AI discovery, LLM citation

nguyenthienthanh
nguyenthienthanh
research
open
academic
3

book-research-assistant

Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters. Triggers include requests to plan research, generate research prompts, validate research quality, or prepare for drafting. This skill does everything around deep research—planning, prompting, validating, synthesizing—but the actual research execution happens externally via Claude and Gemini deep research. Requires upstream documents from book-architect (Research Gaps Document, Master Architecture Document, Section Blueprints) and book-ideation (Book Concept Document).

robertguss
robertguss
research
open
academic
3

coder-memory-recall

Retrieve universal coding patterns from vector database. Use when starting complex tasks, encountering unfamiliar problems, or user says "--coder-recall" or "--recall" (you decide which scope, may use both). Skip for routine tasks or project-specific questions (use project-memory-recall). This Skill auto-invokes based on task context.

hungson175
hungson175
research
open
academic
3

paper-to-code

Implement AI/ML research papers from scratch when no official code exists. Use when the user wants to reproduce a paper, implement an algorithm from a PDF, build a model architecture from a research paper, or create working code from academic publications. Handles papers from arXiv, NeurIPS, ICML, ICLR, CVPR, and other venues. Produces UV-managed, GPU-ready Python projects with tests, demos, and documentation.

aryateja2106
aryateja2106
research
open
academic
3

news

Reports on the newest news on a specific topic. Use when the user is asking about news, recent events or advancements

MykalMachon
MykalMachon
research
open
academic
3

web-search-researcher

Research topics using web search and content fetching to find accurate, current information. Use when you need modern information, official documentation, best practices, technical solutions, or comparisons beyond your training data. Provides systematic web research with strategic searches, content analysis, and synthesized findings.

d-o-hub
d-o-hub
research
open
academic
3

researching-web-sources

Strategic web research using WebSearch and WebFetch - finds accurate, relevant information with multiple search angles, prioritizes authoritative sources, synthesizes findings with proper attribution.

samjhecht
samjhecht
research
open
academic
3

ebook-discovery

Surface ebook ideas you didn't know you had. Use when ready to discover what ebooks might be hiding in your content, expertise, or thinking. Supports both content-rich creators (blog posts, videos, newsletters) and those with unpublished expertise. Produces a curated list of ebook candidates ready for Concept Development. Handles multi-session discovery with living documents.

robertguss
robertguss
research
open
academic
3

literature-research

This skill should be used when the user asks to "搜索文献", "查找学术资料", "搜索最新研究", "literature search", "find papers", "search academic literature", "latest research", or mentions specific academic domains like AI, machine learning, computer science research. Provides comprehensive academic literature search and analysis capabilities for WeChat content creation.

bahayonghang
bahayonghang
research
open
academic
3

draft-writing

論文草稿的撰寫、讀取、引用管理。 LOAD THIS SKILL WHEN: 寫草稿、draft、撰寫、Introduction、Methods、Results、Discussion、引用、citation、字數 CAPABILITIES: write_draft, draft_section, read_draft, list_drafts, insert_citation, sync_references, count_words, get_section_template

u9401066
u9401066
research
open
academic
3

research-questions

Formulate research questions using FINER criteria (Feasible, Interesting, Novel, Ethical, Relevant). Use when: (1) Starting new research projects, (2) Refining study scope, (3) Grant proposal development, (4) Ensuring research question quality.

astoreyai
astoreyai
research
open
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