{"repo":"Zachariah9420/lit-review-skill","free":true,"listed":false,"github":"https://github.com/Zachariah9420/lit-review-skill","clone":"git clone https://github.com/Zachariah9420/lit-review-skill.git","description":"Literature-fetching & citation-auditing skill for LLM agents (Claude/Codex) — 讓 AI 引用經得起追問:找文獻、查核引用真偽與支持度、文獻支撐寫作,防幻覺引用。","language":"Python","stars":30,"topics":["academic-research","bibliography","citation-analysis","claude","claude-code","claude-plugin","claude-skill","hallucination-detection","literature-review","semantic-scholar"],"license":"MIT","category":"ai-agents","readme_excerpt":"lit-review — Literature Fetching & Citation Auditing Skill for LLM Agents English 繁體中文 An agent skill that turns Claude (or Codex, or any capable LLM agent) into a rigorous literature assistant. Give it your draft — it finds supporting literature, and audits every citation you already have: does the paper exist, is the bibliography correct, and does it actually support the claim you attached it to? Built by a grad student finishing a thesis, battle-tested on real thesis chapters. No API keys required to start. Before you install: the working language is Traditional Chinese. This README is English, but SKILL.md — the file the model actually follows — is mostly Chinese, and so is what you get back. scripts/lit api.py returns its status fields in Chinese ( ✅ 有合法免費全文 , ❓ 撤稿查詢不完整 , 查詢未完整完成…不可解讀為查無 ), and the report templates are written in Chinese throughout. What still works in English regardless: every search is run in English against Semantic Scholar, Crossref, arXiv and OpenAlex, and every bibliographic field comes back in the source language of the paper. So the literature layer is language-neutral; the wrapper around it is not. Claude will translate the wrapper if you ask, but nothing in the repo does that for you, and the frozen tests assert the Chinese strings. Architecture (Diagram generated by assets/gen diagram.py , which emits English and Chinese variants in light and dark — edit text or colors and re-run; the palette is CVD-validated. A Mermaid source lives below for ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Zachariah9420","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Zachariah9420/lit-review-skill/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}