Academic
Academic writing, research, citations
decomposition-patterns
by dozybot001
Common patterns for decomposing research tasks. Use when decomposing complex tasks to ensure MECE (mutually exclusive, collectively exhaustive) splits and clear phase boundaries. Essential for Decompose tool. Apply when CheckAtomicity returns atomic=false.
literature-grounding
by dozybot001
Guidelines for citing literature in refined ideas. Use [Source ID: X] format when referencing papers. Apply when RefineIdea output should be grounded in retrieved papers.
topic-refinement
by dozybot001
Guidelines for refining broad or fuzzy ideas into concrete research topics. Use when user input is vague to guide ExtractKeywords and RefineIdea. Includes RESEARCH_TOPIC_SCHEMA and refinement tactics.
keyword-extraction
by dozybot001
Guidelines for extracting arXiv search keywords from fuzzy research ideas. Use before ExtractKeywords or when EvaluatePapers suggests retry. Ensures keywords are technical, domain-specific, and suitable for literature retrieval.
web-research
by dozybot001
Conduct web research, gather information from multiple sources, and synthesize findings. Use when task involves searching, comparing sources, or aggregating information. Covers process, synthesis techniques, and output structure. Note: MAARS Task Agent uses provided artifacts and general knowledge—no live web search.
codebase-researcher
by Zpankz
Deep research skill for analyzing codebases systematically. Use when comprehensive codebase understanding is needed, particularly for new projects or when documenting architecture. This skill should be used when users request deep analysis, architecture documentation, or systematic codebase research starting from root-level directories.
refined-idea-quality
by dozybot001
Quality criteria for refined_idea output. Use before RefineIdea or when ValidateRefinedIdea returns low score. Focus on concrete, decomposable, and specific output.
context-orchestrator
by Zpankz
Orchestrates context retrieval from three CLI sources: limitless (personal life transcripts), research (online documentation/facts), pieces (local code/LTM). Use when external context is needed beyond the current codebase. Triggers on /context, /limitless, /research, /pieces, or balanced detection on complex prompts involving personal memory, technical documentation, or development history.
deep-researcher
by drshailesh88
Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources. Uses file-based research tracking, parallel investigation threads, and context-efficient patterns for deep investigations. ALL MEDICAL CITATIONS FROM PUBMED MCP ONLY.
Research Paper Extractor
by drshailesh88
Zero cost. Maximum utility. Uses what you already pay for.
PubMed Database
by drshailesh88
Document search strategy for transparency
Scientific Critical Thinking
by drshailesh88
Overall assessment: Balanced conclusion on reliability
quick-topic-researcher
by drshailesh88
"Rapid topic mastery for video/content prep. Takes a topic → generates 5 research questions → parallel PubMed + web search → outputs McKinsey-style brief in 5 minutes. Use BEFORE recording videos or writing content."
medical-newsletter-writer
by drshailesh88
Create evidence-based medical newsletters for interventional cardiologists in Eric Topol's authoritative Ground Truths style. Use when the user wants to analyze trending medical topics with engagement predictions, conduct data-driven topic selection, research medical literature using PubMed, or write comprehensive well-referenced newsletters that build professional authority. Handles complete workflow from trend analysis to final draft.
cremieux-cardio
by drshailesh88
"Write data-driven, evidence-first long-form Twitter posts on medicine and cardiology. Use when the user wants to: (1) Create thought leadership content in the style of Eric Topol, Peter Attia, Andrew Huberman, or Rhonda Patrick, (2) Present clinical evidence with charts, data, and Q1 journal citations for educated non-specialist audiences, (3) Write confident, matter-of-fact medical content that is rigorous without being inaccessible, (4) Explain trials, drugs, or medical phenomena using data visualization and systematic evidence review, (5) Build authority through methodological rigor and clear conclusions backed by evidence. NOT for newsletters or Substack. For Twitter long-form posts only."
debug-like-expert
by cfircoo
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard troubleshooting fails or when issues require systematic root cause analysis.
create-meta-prompts
by cfircoo
Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages. Use when building prompts that produce outputs for other prompts to consume, or when running multi-stage workflows (research -> plan -> implement).
Multi-Agent Architect
by daffy0208
Design and orchestrate multi-agent systems. Use when building complex AI systems requiring specialization, parallel processing, or collaborative problem-solving. Covers agent coordination, communication patterns, and task delegation strategies.
PRP Generator
by daffy0208
Guides creation of Product Requirements Prompts (PRPs) - comprehensive requirement documents that serve as the foundation for AI-assisted development
market-sizing-analysis
by PeterFile
This skill should be used when the user asks to "calculate TAM", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's the total addressable market", or requests market sizing analysis for a startup or business opportunity.
pricing-strategy
by aiaiohhh
"When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy."
product-management
by julianromli
Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.
biblatex
by igbuend
"LaTeX biblatex/biber packages for modern bibliography management. Use when helping users cite references, manage .bib files, choose citation styles, or troubleshoot bibliography compilation."
create-skill
by danielmiessler
Guide for creating new skills in Kai's personal AI infrastructure. Use when user wants to create, update, or structure a new skill that extends capabilities with specialized knowledge, workflows, or tool integrations. Follows both Anthropic skill standards and PAI-specific patterns.