Survey Theoretical Literature

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

Durchsucht Ihren Notion-Arbeitsbereich, synthetisiert Erkenntnisse aus mehreren Seiten und erstellt umfassende Research-Dokumentationen, die als neue Notion-Seiten gespeichert werden. Verwandelt verstreute Informationen in strukturierte Berichte mit ordnungsgemäßen Zitaten und umsetzbaren Erkenntnissen.

This skill should be used when the user asks about "literature review", "systematic review", "source evaluation", "annotated bibliography", "literature mapping", "research gap", "database searching", "Google Scholar", "JSTOR", "Scopus", "Web of Science", "act as a literature reviewer", "literature reviewer mode", "finding sources", "academic sources", "peer-reviewed articles", "citation management", "reference list", "literature search strategy", "inclusion criteria", "exclusion criteria", "PRISMA", "thematic analysis of literature", "source credibility", "research synthesis", "scoping review", "narrative review", "meta-analysis planning", "literature matrix", or needs expertise in finding, evaluating, organizing, and synthesizing academic literature. Part of the AlterLab FC Skills collection (Research Methods & Academic Writing department).

Invoke parallel document-specialist agents for external web searches and documentation lookup

Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract decisions, experiments, dead ends, claims, heuristics, and pivots, and writing them into the ara/ directory with user-vs-AI provenance tags. Use as a session epilogue — never during execution — to maintain a faithful, auditable trace of how a research project actually evolved.

Build customer journey maps and service blueprints that visualize the end-to-end user experience including touchpoints, emotions, friction, and underlying systems. Use this skill whenever the user wants to map a customer journey, build a service blueprint, identify friction across an experience, align teams on the user experience, or visualize touchpoints and pain points. Triggers on customer journey, journey map, service blueprint, user journey, experience map, touchpoint analysis, friction map, journey audit, end-to-end experience, customer experience map. Also triggers when the team has departmental views of users but no shared map of what the experience actually feels like.