Evidence-first research synthesis
Synthesize supplied material with traceable claims, disagreements, and limitations.
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Counts cover every published resource in this section. A resource can belong to several fields and platforms.
Synthesize supplied material with traceable claims, disagreements, and limitations.
Educational philosophy — learn by building inspectable things
This skill should be used when the user requests learning materials for algorithm or data structure patterns (e.g., "Create learning material for sliding window pattern"). It automatically generates structured markdown documents in the _learning/ folder and updates the main README.md with links t...
Add new learning resources (books, articles, courses, papers) to the appropriate resources.md file. Use when user mentions adding, saving, or tracking learning materials.
Use when writing CS research papers (conference, journal, thesis), reviewing scientific manuscripts, improving academic writing clarity, or preparing IEEE/ACM submissions. Invoke when user mentions paper, manuscript, research writing, journal submission, or needs help with academic structure, for...
Generate, format, and validate academic citations following APA 7th Edition (2019) guidelines. Use when user requests: citations, reference lists, bibliographies, in-text citations, or mentions "APA style", "APA format", "APA 7", "cite this", "reference list", academic references, or scholarly so...
Personalized academic writing assistant for university assignments in Chinese and English. Use when users need help writing/revising academic reports, project docs, technical analyses, research reviews, or case studies. Produces natural prose avoiding AI markers. Triggers: academic writing, assig...
Search for research papers and academic content using Exa advanced search. Full filter support including date ranges and text filtering.
Run thesis experiments from ideation through publication. Use when brainstorming research questions, writing specs, executing experiments, or polishing for thesis.
When the user requests to create or customize an academic personal website from a GitHub template repository. This skill handles the complete workflow of forking academic template repositories (like academicpages.github.io), extracting structured personal information from memory or provided data,...
When the user requests to add academic papers to a BibTeX bibliography file while maintaining format consistency and sourcing from appropriate repositories. This skill handles 1) Reading existing BibTeX files to understand formatting conventions, 2) Searching for academic papers across multiple s...
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
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