Research

Auto-updates Vee's learnings and preferences from conversations

Search local documents, files, notes, and knowledge bases. Index directories, search with BM25/vector/hybrid, get AI answers with citations. Use when user wants to search files, find documents, query notes, look up information in local folders, index a directory, set up document search, build a knowledge base, needs RAG/semantic search, or wants to start a local web UI for their docs.

Document revision workflow tool (CLI: `rev`). Use when working with Word documents containing reviewer comments, importing track changes to markdown, replying to reviewer comments, building PDF/DOCX outputs, generating response letters, validating citations/DOIs, or any document revision task.

Comprehensive Word document toolkit for reading, creating, and editing .docx files. Supports text extraction, document creation with python-docx, and tracked changes via redlining workflow. Use for legal, academic, or professional document manipulation.

This skill should be used when the user requests help building a complex multi-phase project plan, resuming an existing plan from CURRENT_PLAN.md, or executing projects that require research, planning, building, validation, and cleanup phases. Use when users say "create a plan", "help me plan", show a CURRENT_PLAN.md file, or need structured project execution with memory optimization between phases.

Automatically invoke MCP opportunity discovery and publication pipeline when discussing marketplace opportunities, automation tools, or MCP server development

Find and plan cross-promotion partnerships for newsletter growth. Use when:(1) Identifying potential newsletter swap partners, (2) Planning outreach tocomplementary publications, (3) Drafting partnership proposals, (4) Evaluatingpartnership fit. Produces partnership proposals with outreach templates in Spanish.

Given a research goal, use existing skills, training reports, and references to propose a small, concrete experiment plan.

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.

Write blog posts/newsletters in YOUR voice with research and citations

Lead coordinator that orchestrates 5 news scraper agents in parallel to gather headlines from 15 top business news websites

Compiles LaTeX source code to PDF using pdflatex. Use this skill whenever the user asks to create and compile LaTeX documents, generate PDFs from LaTeX, or compile existing LaTeX code in artifacts.

Enterprise-grade company research, competitive analysis, and market intelligence using Bright Data's professional web scraping and search capabilities. Use this skill when asked to research companies, conduct competitive analysis, create market reports, analyze industries, compare products/services, or gather business intelligence. Triggers include requests like "research [company]", "competitive analysis of X vs Y", "create a market report", "analyze the [industry] landscape", or "compare [products/companies]".

Create targeted repomix XML packages for AI code analysis. Suggests templates (metadata-flow, code-review, architecture, context) and file patterns based on task objectives. See reference.md for detailed workflows and patterns.

Validate IMS Common Cartridge 1.3 packages against spec, check manifest schema, verify file references, validate QTI assessments, and ensure LMS compatibility. Use when validating CC packages before delivery. Activates on "validate Common Cartridge", "check CC package", "verify IMS CC", or "CC validation".

Validate Lisp code (Clojure, Racket, Scheme, Common Lisp) for syntax errors, parenthesis balance, and semantic issues. This skill should be used when validating Lisp code files, checking for syntax errors before execution, or validating LLM-generated Lisp code including incomplete or partial expressions. Provides structured JSON output optimized for automated workflows.

Create quick React prototypes that bundle to a single HTML file. Use for demos, interactive experiments, or shareable artifacts - NOT for full apps (use audreygen/Next.js for those).

Perplexity Sonar API development with search-augmented generation, real-time web search, citations, and OpenAI-compatible Chat Completions. Use for AI-powered applications requiring up-to-date information, research assistants, and grounded responses with sources.

Write structured experiment sections (methods + results + discussion) for NQS + SQD projects in this repository, based on contents of results/ and figures/.

Spawn and manage hierarchical AI sub-agents (Cursor, Codex, Gemini) in isolated git worktrees with explicit role prompts, structured task briefs, and verification checklists. Supports work vs research modes, await vs fire-and-forget runtime, and role-aware wrappers for cleaner delegation. Use when: (1) Delegate tasks to AI agents, (2) Parallel work across features, (3) Research tasks needing web search, (4) Code refactoring or implementation, (5) Documentation updates, (6) Testing agent orchestration systems. Triggers: spawn agent, delegate to agent, agent orchestration, multi-agent, sub-agent, agent work, agent research.