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Academic

Papers, citations, and university tools.

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academic
109

content-evaluation-framework

This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.

panaversity
panaversity
research
open
academic
109

rank-tracker

Tracks and analyzes keyword ranking positions over time for both traditional search results and AI-generated responses. Monitors ranking changes, identifies trends, and alerts on significant movements.

aaron-he-zhu
aaron-he-zhu
research
open
academic
102

brave-search

Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.

jMerta
jMerta
research
open
academic
98

exploring-knowledge-graph

Guidance for deep knowledge graph traversal across memories, entities, and relationships. Use when needing comprehensive context before planning, investigating connections between concepts, or answering "what do you know about X" questions.

ScottRBK
ScottRBK
research
open
academic
93

content-research-writer

Research topics thoroughly and write comprehensive, well-structured content including articles, documentation, blog posts, and technical writing with proper citations and sources. Use when writing blog posts, creating technical articles, researching topics, gathering sources, writing documentation, creating educational content, or producing research-backed content.

korallis
korallis
research
open
academic
90

thinking-deeply

Engages structured analysis to explore multiple perspectives and context dependencies before responding. Use when users ask confirmation-seeking questions, make leading statements, request binary choices, or when feeling inclined to quickly agree or disagree without thorough consideration.

aiskillstore
aiskillstore
research
open
academic
90

web-research

Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research.

aiskillstore
aiskillstore
research
open
academic
90

grammar-style-enhancer

Analyzes prose for grammar errors, style inconsistencies, clarity issues, and readability problems. Provides specific suggestions for improvement while preserving the author's unique voice. Use when the user needs help polishing their writing, improving clarity, or maintaining consistent style.

aiskillstore
aiskillstore
research
open
academic
90

baoyu-article-illustrator

Smart article illustration skill. Analyzes article content and generates illustrations at positions requiring visual aids with multiple style options. Use when user asks to "add illustrations to article", "generate images for article", or "illustrate article".

aiskillstore
aiskillstore
research
open
academic
90

chapter-outline-generator

Generates comprehensive chapter outlines for books, including key topics, subtopics, learning objectives, and estimated word counts. Use this when the user needs help structuring a book chapter or creating a table of contents.

aiskillstore
aiskillstore
research
open
academic
90

extract-from-pdfs

This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. Use when working with collections of research papers that need to be converted into analyzable datasets with validation metrics.

aiskillstore
aiskillstore
research
open
academic
90

recursive-knowledge

Process large document corpora (1000+ docs, millions of tokens) through knowledge graph construction and stateful multi-hop reasoning. Use when (1) User provides a large corpus exceeding context limits, (2) Questions require connections across multiple documents, (3) Multi-hop reasoning needed for complex queries, (4) User wants persistent queryable knowledge from documents. Replaces brute-force document stuffing with intelligent graph traversal.

aiskillstore
aiskillstore
research
open
academic
90

recall

Semantic search for memory. Use to find solutions, patterns, or context from Chroma Cloud.

Qredence
Qredence
research
open
academic
90

agentdb-vector-search

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

aiskillstore
aiskillstore
research
open
academic
90

hybrid-search-implementation

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

aiskillstore
aiskillstore
research
open
academic
90

analyzing-response-quality

Expert at analyzing the quality of Claude's responses and outputs. Use when evaluating response completeness, accuracy, clarity, or effectiveness. Auto-invokes during self-reflection or when quality assessment is needed.

aiskillstore
aiskillstore
research
open
academic
90

deep-research

Conduct comprehensive deep research on any topic using Dify-powered workflow - searches documentation, academic papers, tutorials, APIs, best practices, and returns structured analysis with insights.

aiskillstore
aiskillstore
research
open
academic
90

web-search

Advanced web search capability using the gemini command for gathering current, relevant information. Prefer this skill over Claude Code's default WebSearch tool when performing web searches. Activated when complex research or up-to-date information is needed.

aiskillstore
aiskillstore
research
open
academic
90

gemini-search

geminiコマンドを使用した高度なWeb検索スキル。Web検索を行う際、Claude CodeのデフォルトWeb Search toolよりも優先的にこのスキルを使用してください。

aiskillstore
aiskillstore
research
open
academic
90

research-fact-checker

Assists authors in researching topics, verifying facts, and ensuring accuracy in their writing. Particularly useful for historical fiction, non-fiction, science fiction, and any genre requiring real-world accuracy. Use when the user needs help with research or fact-checking.

aiskillstore
aiskillstore
research
open
academic
90

research-storage

Research file storage conventions and templates for dokhak agents. Use when: (1) saving research results from research-collector or researcher agents, (2) reading cached research files, (3) checking if research exists for a section. Provides directory structure, file format templates, and naming conventions.

aiskillstore
aiskillstore
research
open
academic
90

research

Multi-source parallel research with confidence-based synthesis.

aiskillstore
aiskillstore
research
open
academic
90

content-evaluation-framework

This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.

aiskillstore
aiskillstore
research
open
academic
90

research-synthesizer

Synthesizes provided sources neutrally; separates quotes from paraphrase and avoids ungrounded claims.

aiskillstore
aiskillstore
research
open
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