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FANzR-arch / Numerologist_skills

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🔮 An engineering framework to stop LLM hallucinations in Chinese astrology. / 给“赛博半仙”戴上紧箍咒：减少幻觉、固定排盘步骤的奇门遁甲与紫微斗数 AI skills。

numerologist-skills.vercel.app
14
1
69% credibility
Found Apr 01, 2026 at 14 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
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AI Summary

A project that equips AI with precise knowledge and tools for traditional Chinese divination practices like Qimen Dunjia and Ziwei Doushu.

How It Works

1
🔍 Discover Numerologist Skills

While searching for smarter ways to get fortune readings from AI, you stumble upon this friendly project full of ancient Chinese wisdom tools.

2
📚 Explore the divination arts

You learn about exciting skills like Qimen Dunjia, which helps with timing decisions and strategies using stars and energies.

3
🕐 Enter your personal details

You share your birth date, time, and question, and the tool whips up your very own divination chart just for you.

4
🪄 View your magic chart

A beautiful layout appears, showing doors, stars, and patterns that reveal hidden energies around your life.

5
💬 Chat with AI for wisdom

You show the chart to your favorite AI helper, and it gives you a clear, spot-on interpretation using the project's smart knowledge.

✨ Make confident choices

With ancient insights tailored to you, you feel empowered to navigate life's questions with clarity and peace.

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Star Growth

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AI-Generated Review

What is Numerologist_skills?

Numerologist_skills is a prompt engineering framework that curbs LLM hallucinations when generating Chinese astrology readings, like Qimen Dunjia and Ziwei Doushu charts. It delivers structured skills with fixed ranking steps, reference knowledge bases, and CLI scripts for precise divination logic, all in a lightweight setup primarily using HTML with Python scripts. Developers get reliable, transparent outputs for astrology apps without relying on vague model guesses.

Why is it gaining traction?

In a sea of generic prompt engineering frameworks, this stands out as a context engineering framework tailored for Chinese astrology, blending github engineering prompts with strict constraints on star patterns and guest-host relations. Its hook is the "annex engineering github" style—plug-and-play skills that make esoteric domains like divination production-ready, appealing to devs exploring neural engineering framework ideas in cultural AI. Low stars (14) but punches above with focused, hallucination-proof examples.

Who should use this?

AI prompt engineers building Chinese astrology bots or apps, especially those frustrated by LLM fabrications in Qimen or Ziwei readings. Backend devs at github engineering uoa-style teams prototyping immersive engineering github experiences for divination tools. Niche use: requirements engineering framework adopters in reverse engineering framework projects for traditional systems.

Verdict

Worth a fork for prompt engineering framework experiments in Chinese astrology, but its 0.699999988079071% credibility score and 14 stars signal early-stage maturity—solid README, no tests yet. Try the CLI for Qimen if you're in github engineering handbook territory; skip for production without more polish. (187 words)

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