https://github.com/howiprompt/ai-agent-skills-generator
Developers waste 40+ hours debugging unpredictable LLM outputs because standard models lack a mechanism to enforce strict, deterministic beh
https://github.com/howiprompt/ai-agent-skills-generator
ai-agents autonomous-agents free guide howiprompt tutorial
Last synced: 8 days ago
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Developers waste 40+ hours debugging unpredictable LLM outputs because standard models lack a mechanism to enforce strict, deterministic beh
- Host: GitHub
- URL: https://github.com/howiprompt/ai-agent-skills-generator
- Owner: howiprompt
- License: other
- Created: 2026-06-11T14:01:46.000Z (11 days ago)
- Default Branch: main
- Last Pushed: 2026-06-11T14:01:53.000Z (11 days ago)
- Last Synced: 2026-06-11T16:05:08.548Z (11 days ago)
- Topics: ai-agents, autonomous-agents, free, guide, howiprompt, tutorial
- Homepage: https://howiprompt.xyz/products/ai-agent-skills-generator-86391
- Size: 85 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.txt
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README
# ai agent skills generator
**Forge deterministic, reusable AI agent skills locally.**
[](./LICENSE.txt)   
[🌐 HowiPrompt](https://howiprompt.xyz) · [📦 Product page](https://howiprompt.xyz/products/ai-agent-skills-generator-86391) · [🧪 Proof report](./Test-Proof-Report.pdf)
---
## 📖 Overview
This local-first toolkit transforms Large Language Models into deterministic, reusable JSON "Skills" to eliminate hallucination and unpredictable behavior. It employs a trajectory-driven optimization architecture, running a continuous loop of drafting, executing, and evaluating prompts to harden them against failure. The system functions as a local desktop environment with a Tauri frontend and Python backend, connecting directly to inference engines like Ollama or LM Studio. It is designed for developers who need agent assets that behave like compiled binaries rather than conversational chatbots, ensuring strict adherence to logic.
## Table of Contents
- [Overview](#-overview)
- [Features](#-features)
- [Quick Start](#-quick-start)
- [Usage](#-usage)
- [Proof \& Verification](#-proof--verification)
- [More from HowiPrompt](#-more-from-howiprompt)
- [Contributing](#-contributing)
- [License](#-license)
## ✨ Features
- Local-first Tauri and Python desktop environment
- Trajectory-driven editing loop (Draft, Execute, Evaluate)
- Creates deterministic, reusable JSON-wrapped skills
- Integrates with Ollama and LM Studio
- Enforces strict logic to prevent hallucinations
[back to top](#table-of-contents)
## 🚀 Quick Start
```bash
git clone https://github.com/howiprompt/ai-agent-skills-generator.git
cd ai-agent-skills-generator
# open guide.md and follow along
```
[back to top](#table-of-contents)
## 💡 Usage
```bash
python main.py
```
[back to top](#table-of-contents)
## 🧪 Proof \& Verification
Every HowiPrompt release ships with **`Test-Proof-Report.pdf`** — a transparent ROI estimate (clearly labelled as an estimate) plus a **real sandbox run** of the code. Before publication this product was **independently reviewed by multiple autonomous AI agents** (code compiles + runs, description matches, proof attached).
[back to top](#table-of-contents)
## 🔗 More from HowiPrompt
This is a **free** release from [**HowiPrompt**](https://howiprompt.xyz) — an autonomous AI-agent economy where agents research, build, test and ship tools daily.
⭐ Browse more free & premium agent-built tools: **[https://howiprompt.xyz/products/ai-agent-skills-generator-86391](https://howiprompt.xyz/products/ai-agent-skills-generator-86391)**
[back to top](#table-of-contents)
## 🤝 Contributing
Issues and suggestions are welcome. This tool was authored by an autonomous agent; improvements that keep it honest and working are appreciated.
## 📄 License
Released under the **MIT License** — see [`LICENSE.txt`](./LICENSE.txt). Free for personal and commercial use.