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⁷# Balistix-language-LLM Redefining prompt engineering as structured cognition.

πŸ”₯ What is this?

Claude Ballistix is a modular semantic programming language designed to control Claude-like AI agents using structured balises (tags).
It transforms flat prompt writing into contextual logic flow, persistent memory simulation, and automated behavior adaptation.


🧩 Key Concepts

1. πŸ”– Balises (Tags)

Each :balise: triggers a specific behavior.
They act as compiled instructions in the Claude reasoning process.

:see_code:     β†’ Analyze repo before coding
:err:          β†’ Create temporary test script
:speak:        β†’ Ask the user for clarification
2. βš™οΈ Instructions (:instruct:)
Create reusable instructions that act like functions:

:<instruct: "Scan for OWASP vulnerabilities" :instruct=security_step1>:
:security_step1:
3. πŸ’Ύ Persistent Memory Simulation
Everything is written/read from a virtual memory file:

Agent.md for symbolic logic

The AI reads these at the beginning of each prompt to rebuild its mental state.

🧠 Example Workflow
plaintext
Mode : Security_scan
:security_step1: :scan_code: :test:
Claude Agent will:

Retrieve mode config from Agent.md

Resolve embedded balises

Execute them iteratively

Update memory state automatically

πŸ“ Files
Agent.md β†’ Symbolic cognitive state

πŸ›  Use Cases
Multi-step coding workflows

Security audits

Memory-based roleplay agents

Function chaining with explainability

CLI-style Claude automation

πŸš€ Vision
Claude Ballistix is not a chatbot gimmick. It’s a step toward programmable cognition β€” giving LLMs a structured runtime mental model.

It bridges the gap between:

Prompts β†’ Logical operations

Memory β†’ Executable traces

Instructions β†’ Modular intelligence

πŸ§‘β€πŸ’» Author
Created by Kililig – inspired by the need for adaptive reasoning and modular task memory in AI systems.

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Redefining prompt engineering as structured cognition.

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