ai-research-skills

11 research-hub skills: literature triage matrix, context compression, project orientation, design dialog, multi-AI routing, NotebookLM brief verification, paper-memory builder, paper summarizer, Zotero curator, the gap-to-topic decision dossier, and the research-hub orchestrator. Auto-discovered from skills/<name>/SKILL.md.

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.