Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.

Timeless principles and best practices for working with language models - tooling-agnostic, future-proof, and clear.

SoftPrompt-IR is a low-level symbolic annotation layer for LLM prompts, making intent strength, direction, and priority explicit. It is not a DSL or framework, but a minimal, composable way to reduce ambiguity, improve safety, and structure prompts.

PromptWeaver: RAG Edition helps design effective prompts for Traditional, Hybrid, and Agentic RAG systems. It offers templates, system prompts, and best practices to improve accuracy, context use, and LLM reasoning.

Example dataset and prompt design of Korean Offensive language Machine Generation (K-OMG), published at IJCNLP-AACL 2023.

A framework for shaping identity-aware cognition in language models using behavioral prompt layering, recursive interpretive constraints, and modular cognitive modes.

This is the Deno 2 implementation of all tasks I did during AI Devs 3 course. It's integrated with Anthropic and OpenAI APIs here. Many different tools regarding LLMs are used here.

Prompt Engineering tips & tricks

Object-Oriented Prompt Design (OOPD): オブジェクト指向型汎用プロンプト用語定義 (Object-Oriented Terminology for Prompt Design)

Modular prompt architecture for AI alignment, reuse, and governance.

Generates, improves upon and runs JavaScript games.

This is a collection of useful prompts that I've used and tested. Might be useful if you like to play with prompt engineering and design..

Chromium extension that makes more or less humorous comments about webpage content.

Generates chains of words in which each word is related to its predecessor.

AI-driven cognitive assistance sandbox with EarthLight model prototypes.　Language-first decision models for AI: Equilibrium (α), Backcasting (β), Semantic Grounding (γ).

🛠️ Master LLMs by understanding core principles and patterns for effective prompt engineering, empowering you to build reliable AI solutions.

I Asked It to Forget, but It Didn't — A Case of Miscommunication Between AI and Humans

Finalized prompt system for Minerva Pro a structured executive support designed to help manage cognitive strain, reduce overwhelm, and regain clarity.

Short form modular prompt for identifying recruiting agencies aligned with user selected job fields and preferences; part of the Atlas Suite.

Modular prompt for filtering job search results by user-preferred role titles; part of the Atlas Suite.