学术
学术写作、研究与引用
research-protocol
Aedelon
Conduct rigorous research with proper citations (DOI, arXiv, PMID) and source triangulation. MUST BE USED when user asks: "what is SOTA", "recent developments", "compare X vs Y", "is it true that", "research says", "latest papers on", "scientific evidence", "studies show", "state of the art", "literature review", "find papers", "academic research", "benchmark results", "who published", "when was X released", "current best", "what does the research say", "evidence for", "peer reviewed". Searches multiple sources, evaluates reliability, states confidence level. NOT for verifying API signatures (use anti-hallucination) or general web search (use WebSearch directly).
skill-stack-thumbnails
cdeistopened
Generate blog post thumbnails for Skill Stack using the brand aesthetic. Follows an iterative workflow - brainstorm concepts, get approval, generate with Gemini API.
codebase-research
alchemiststudiosDOTai
This skill should be used when mapping or researching a codebase to understand its structure, patterns, and architecture. Use when the user asks to "map the codebase", "research how X works", "find all Y patterns", or needs to understand code organization. Produces factual structural maps in memory-bank/research/—no suggestions, no recommendations, just what exists. Uses ast-grep for structural pattern matching.
research
HJewkes
Use when the user asks to research a topic, investigate options, compare technologies, analyze a problem space, or gather information before making a decision — for both coding and non-coding work
arxiv
magnusthovsland
"Search arXiv papers by keyword, author, category, or ID."
evidence-research
krishanraja
Decision-grade research and due diligence for Krish. Use when asked to investigate, research, compare, verify, diligence, map a market, evaluate evidence, establish current truth, or produce a sourced recommendation; when claims are recent, disputed, niche, costly, or consequential; and when strategy depends on external facts. Do not use for a simple stable fact with one authoritative source or as a substitute for execution. Frame the decision first, prefer primary evidence, preserve contradictions and dates, separate fact from inference, and hand a claim-evidence matrix to strategy and verification.
ocr-and-documents
magnusthovsland
"Extract text from PDFs/scans (pymupdf, marker-pdf)."
vault-evidence-review
itzikiusa
Review Otto Vault repository documentation specifically for citation precision, claim-to-source support, source hierarchy, invented examples, stale contradictions, coverage-status evidence, and honest uncertainty. Use as a focused post-scan reviewer; do not author or repair docs.
Finding Open Access Papers
kthorn
Use Unpaywall API to find free full-text versions of paywalled papers
Subagent-Driven Literature Review
kthorn
Use parallel subagents for large-scale paper screening and deep dive analysis
Getting Started with Research Superpowers
kthorn
Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal
Traversing Citation Networks
kthorn
Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication
Evaluating Paper Relevance
kthorn
Two-stage paper screening - abstract scoring then deep dive for specific data extraction
Building Paper Screening Rubrics
kthorn
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
Answering Research Questions
kthorn
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
Cleaning Up Research Sessions
kthorn
Safely remove intermediate files from completed research sessions while preserving important data
scholar-deep-research
Agents365-ai
Use when the user asks for a literature review, academic deep dive, research report, state-of-the-art survey, topic scoping, comparative analysis of methods/papers, grant background, or any request that needs multi-source scholarly evidence with citations. Also trigger proactively when a user question clearly requires academic grounding (e.g. "what's known about X", "compare approach A vs B in the literature", "summarize the field of Y"). Runs an 8-phase (Phase 0..7), script-driven research workflow across 7 federated sources (OpenAlex, arXiv, Crossref, PubMed, DBLP, bioRxiv, Exa) with optional Semantic Scholar / Brave MCP enrichment, with deduplication, transparent ranking, dual-backend citation chasing (OpenAlex + Semantic Scholar), self-critique, and structured report output with verifiable citations.
researching-codebase
bnadlerjr
"Researches and documents existing codebase implementations. Use when exploring how code works, understanding architecture, answering 'how does X work?' questions, or gathering context before making changes. Produces structured research documents with code references."
not-ai-writer
DimitriGilbert
Expert guide for creating authentic, human-sounding content that avoids AI-generated writing patterns. Use when reviewing, editing, or creating content to ensure it sounds genuinely human and avoids AI detection markers.
brainstorming-research-ideas
L-yifan
Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.
the-council
DimitriGilbert
Expert council facilitation for complex decision-making. Use when you need multiple specialist perspectives on a subject, requiring thorough analysis, research-backed opinions, and structured deliberation to reach consensus or properly present diverging views.
coding-workflow
bnadlerjr
Use when user asks to build a feature, implement something new, or make significant code changes. Recognizes requests like "build", "implement", "create a new feature", "add functionality", "develop", "I need to build X", "let's implement", "new feature request", "make these changes". Orchestrates a four-stage workflow (Research → Brainstorm → Plan → Implement) using the appropriate thought pattern skill at each stage.
creative-thinking-for-research
L-yifan
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint manipulation, and other empirically grounded creative strategies.
latex-autofix
mseok
"LaTeX compilation with autonomous error resolution. Build artifacts go to out/, PDF is copied back to source directory. Parses logs, auto-fixes known errors (missing packages, font conflicts, citation issues, bad paths, stale cache), and runs citation audit on success."