ganzhi-black

ganzhi-black / humanities-thesis-skill

Public

AI skill for humanities thesis writing — from topic selection to publication. 8 academic databases, 21 review rules, anti-hallucination guardrails. 人文社科论文写作 AI Skill

11
1
100% credibility
Found Apr 28, 2026 at 11 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

A toolkit of scripts that searches academic databases for humanities literature, reviews thesis drafts for academic quality issues, and generates standard citations.

How It Works

1
🔍 Discover the thesis helper

While struggling to find good books and articles for your humanities paper, you stumble upon this free set of tools designed just for students like you.

2
📥 Bring it home

Download the folder to your computer so you can start using these helpers right away.

3
📚 Hunt for sources

Type in your research topic, like 'Foucault in modern Chinese stories', and it pulls matching articles from big libraries worldwide.

4
⭐ Spot the best ones

See a neat list of papers ranked by how perfect they match your needs, with summaries and links to read more.

5
📄 Check your draft

Paste your thesis text into the reviewer, and it kindly points out fuzzy quotes, wonky logic, or casual wording.

6
✏️ Polish your work

Follow the simple tips to fix issues, make arguments stronger, and format citations perfectly.

🎓 Celebrate your thesis

Now your paper is clear, backed by real sources, and ready to impress your professor!

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 11 to 11 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is humanities-thesis-skill?

This Python tool automates humanities thesis writing by searching 8 academic databases like CNKI, OpenAlex, and Semantic Scholar for relevant literature, then reviewing drafts with 21 deterministic rules for credibility, logic, formatting, and anti-hallucination guardrails. Run `python review.py paper.md` to catch fabricated refs or vague claims, or `python search.py "Foucault discipline"` for ranked results with citations in GB/T 7714, Chicago, or MLA. It solves the grind of lit reviews and proofreading for humanities skills, bridging topic selection to publication.

Why is it gaining traction?

Unlike generic AI tools prone to hallucinations, it uses rule-based checks—no models involved—for reliable academic review, plus query expansion for Chinese-English terms like "福柯" to "Foucault". Multi-source aggregation with scoring (relevance, recency, citations) delivers clean, deduped results fast, making it a standout in the github skill directory and github skill marketplace for skill github claude or skill github copilot agents.

Who should use this?

PhD students in literature, philosophy, or history building lit reviews from mixed Chinese-Western sources. Researchers prepping humanities skills submissions to journals, needing quick database sweeps and citation batches. Faculty mentoring skill courses for humanities students, validating student drafts against publication standards.

Verdict

Early alpha with 11 stars and 1.0% credibility score—docs are thin, no tests—but solid for Python tinkerers. Worth forking for personal thesis workflows if you add your API keys; skip for production until more polish.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.