Search: "systematic"

Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, citation checking, or preparing Markdown and PDF reviews. Tracks search coverage, records versus studies, and evidence limitations; supports meta-analysis planning but does not supply a meta-analysis engine.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

A conversational framework for systematic scientific problem selection, project ideation, troubleshooting, and strategic decision making.

Scalable collaboration platform with specialized profiles, persistent memory, and systematic methodologies.

A personal decision engine with 16 independent AI agents, checks and balances, and swappable cultural themes. Covers relationships, finance, learning, execution, risk control, health, and infrastructure. Use when facing complex personal decisions (career change, investment, entrepreneurship, relocation, life planning), needing multi-angle analysis, periodic reviews, or systematic life management. Trigger keywords: analyze, plan, multi-angle, review, start session, debate. Even without explicit keywords, suggest this skill whenever multi-dimensional thinking or major decisions are involved. Not for simple Q&A, translation, or single-step tasks.

A systematic methodology for Claude Code that transforms AI collaboration into structured, verifiable productivity.