Catalog of AI skills for the research workflow — researcher-led, AI-assisted
11 research-hub skills: literature search, comparison matrix, project orientation, context compression, design dialog, multi-AI routing, NotebookLM brief verification, paper-memory builder, paper-summarize, Zotero curator, gap-to-topic decision dossier. Auto-discovered from the source repo's skills/ subdirectory.
Manuscript revision, claim-evidence audit, banned-word / humanize pass, figure-text consistency, journal-format check, reviewer response.
Full Zotero CRUD: search, add, update, delete items with notes, tags, collections, and PDF attachments. Dual local/Web API routing.
Hand token-heavy mechanical work (batch edits, scaffolding, refactors, test generation, plotting scripts) from Claude to Codex CLI.
Hand long-context reading, bilingual rewrites, second-opinion review, and Traditional Chinese / CJK output from Claude to Gemini CLI.