Promptfusion
Description
π― Three-layer prompt composition system for AI agents. Translates numerical weights into semantic priorities that LLMs actually follow. β‘ Framework-agnostic, open source, built for production multi-agent orchestration.
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
π― Prompt Fusion
**Semantic Weighted Prompt Layering for AI Agents**
A sophisticated system for composing multi-layer prompts with intelligent priority management. Designed for AI agents that need to balance foundational rules, workspace configurations, and dynamic role-based behavior.
[](https://promptsfusion.com) [](./LICENSE) []() []()
π About
The Author
**Ahmad Othman Ammar Adi** (Othman Adi)
Full Stack Developer, AI Agents Orchestrator, and passionate educator from Hama, Syria β now based in Berlin, Germany.
- π Education: Completed apprenticeship in Computer Science
- π¨βπ« Teaching: 8,000+ documented teaching lectures since 2020
- π Formats: Workshops (days to weeks), intensive courses (2-6 months), and long-term programs including multi-year weekend coding classes for kids
- πΌ Current Role: AI Agents Orchestrator at migRaven
The Project
This project emerged from practical challenges in building production AI agents that need to:
- Balance multiple instruction sources
- Adapt to different user roles
- Maintain safety while being flexible
- Work across different LLM providers
**Connect:**
- π― Project Website: promptsfusion.com
- π Personal Website: othmanadi.com
- πΌ LinkedIn: codingwithadi
- π GitHub: OthmanAdi
π What is Prompt Fusion?
Prompt Fusion is a **three-layer prompt management system** that intelligently combines:
- Base Layer - Tool definitions, safety rules, foundational constraints
- **Brai
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