What does gemscout do?
AI scouting agent for World Cup 2026 — find hidden gems using natural language queries powered by Gemini, MongoDB Atlas Vector Search & MCP
AI scouting agent for World Cup 2026 — find hidden gems using natural language queries powered by Gemini, MongoDB Atlas Vector Search & MCP
gemscout is a Gemini CLI agent skill that aI scouting agent for World Cup 2026 — find hidden gems using natural language queries powered by Gemini, MongoDB Atlas Vector Search & MCP.
npx skills add DavidDiazMerino/gemscoutInstalled? Explore more Research & Data Analysis skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
AI scouting agent for World Cup 2026 — find hidden gems using natural language queries powered by Gemini, MongoDB Atlas Vector Search & MCP
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.