research▌

Systematic trading research with backtesting, alpha validation, and statistical rigor to separate real edges from overfit signals. \n \n Covers backtesting methodology, alpha signal research, factor investing, statistical arbitrage, and regime detection with emphasis on avoiding common pitfalls like look-ahead bias and overfitting \n Includes walk-forward analysis, out-of-sample testing, and transaction cost modeling to validate strategies beyond in-sample performance \n Grounded in skepticism t

Produce thorough, cited research reports from multiple web sources using firecrawl and exa MCP tools.

### Peer Review - name: "peer-review" - description: "Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compli..." - allowed-tools: "Read Write Edit Bash"

Identify high-performing TikTok videos, extract viral hooks, and generate actionable content insights. \n \n Fetches videos from tracked accounts using Apify's TikTok Scraper, then applies statistical outlier detection to surface top performers \n Analyzes the top 5 outlier videos with AI to extract hook techniques, content structure, retention patterns, and CTA strategies \n Generates structured markdown reports ranking videos by engagement, mapping content patterns, and synthesizing replicable

Use this skill when the user wants to:

### Literature Review - name: "literature-review" - description: "Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature..." - allowed-tools: "Read Write Edit Bash"

Generate high-quality academic research proposals for PhD applications following Nature Reviews-style academic writing conventions.

### Literature Search Openalex - name: "literature-search-openalex" - description: "Query the OpenAlex scholarly database for research papers, authors, institutions, topics, sources, publishers, funders, geo-locations, and keywords. Use when searching academic papers, resolving DOIs,..."

### Latex Posters - name: "latex-posters" - description: "Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design,..." - allowed-tools: "Read Write Edit Bash"

Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis.