Gemini-CLI-Academic-Research-Skills

Relentless blind-peer reviewer for Gemini 3.1 Pro. Validates every cited thesis and paper via Google Search to detect hallucinations. Generates a 'Scientific Integrity Report' saved directly to Obsidian via shell. Triggers: review paper, peer review, manuscript review, referee report, check integrity, verify citations.

Advanced academic paper writing engine for Gemini 3.1 Pro. Features: 12-agent conceptual pipeline, Google Search citation validation, Obsidian-optimized Markdown (LaTeX + [[links]]), and hierarchical multi-file project structure. Triggers: write paper, academic paper, guide my paper, parse reviews, 寫論文, 學術論文, 引導我寫論文, 審查意見.

Orchestrator for the full academic research pipeline with automated project state tracking. Manages the transition between RESEARCH, WRITE, REVIEW, and PUBLISH states. Features: shell-based file management, automatic YAML frontmatter synchronization (status: active/archived), and wiki-link [[ ]] reference management.

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題.