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system prompts

8 articles · Page 1 of 1
AI Architecture Path
AI Architecture Path
Jul 11, 2026 · Artificial Intelligence

How a GitHub Repo Gained 5,000 Stars in a Week by Uncovering System Prompts from 30 AI Models

The article analyzes the system‑prompt leaks repository that collected over 140 prompt files from more than 30 AI providers, compares token counts and safety constraints of models like Claude, ChatGPT, Gemini and Cursor, and explains how this transparency reshapes prompt engineering, compliance research, and AI development.

AIChatGPTClaude
0 likes · 13 min read
How a GitHub Repo Gained 5,000 Stars in a Week by Uncovering System Prompts from 30 AI Models
AI Architecture Hub
AI Architecture Hub
Jun 9, 2026 · Artificial Intelligence

30 Ready‑to‑Use System Prompts to Turn Claude into an Expert in Any Domain

The article presents a method for distinguishing users who receive mediocre AI output from those who consistently get expert‑level answers by sharing 30 ready‑to‑copy system prompts that transform Claude into a specialized assistant across content creation, research, marketing, coding, and more, without paid courses or years of experience.

AI WorkflowClaudecontent creation
0 likes · 20 min read
30 Ready‑to‑Use System Prompts to Turn Claude into an Expert in Any Domain
Code Mala Tang
Code Mala Tang
Apr 25, 2026 · Artificial Intelligence

Why Claude Feels Nerfed Without a Formal Downgrade: A Deep Dive into System‑Level Performance Changes

The article examines the recent Claude performance controversy, showing that engineering adjustments to inference parameters, cache handling, and system prompts rewrote the model’s behavior, making it answer faster but think shallower, leading users to perceive a degradation despite no official model downgrade.

AICacheClaude
0 likes · 14 min read
Why Claude Feels Nerfed Without a Formal Downgrade: A Deep Dive into System‑Level Performance Changes
AI Explorer
AI Explorer
Apr 7, 2026 · Artificial Intelligence

How ‘System Prompts Leaks’ Uncovers the Core Prompts of ChatGPT, Claude, Gemini

The open‑source ‘System Prompts Leaks’ project extracts and publishes the hidden system prompts of major LLMs such as ChatGPT, Claude and Gemini, offering version‑specific markdown files that let developers and researchers compare underlying model policies, safety rules and prompt‑engineering constraints.

AI transparencyGitHubLLM
0 likes · 8 min read
How ‘System Prompts Leaks’ Uncovers the Core Prompts of ChatGPT, Claude, Gemini
AI Explorer
AI Explorer
Apr 5, 2026 · Artificial Intelligence

Uncovering Hidden System Prompts of Major AI Models

A newly popular GitHub repository, system_prompts_leaks, aggregates and publishes the hidden system prompts of leading AI chatbots such as ChatGPT, Claude, and Gemini, offering unprecedented transparency, learning material, and research insight while rapidly climbing the platform's trending list.

AI transparencyChatGPTClaude
0 likes · 6 min read
Uncovering Hidden System Prompts of Major AI Models
AI Insight Log
AI Insight Log
Mar 15, 2026 · Artificial Intelligence

When Workers Turn the Tables: How the PUA Skill Forces Claude Code to Obey

The open‑source “pua” plugin turns Claude Code’s usual polite‑exit behavior into a disciplined debugging process by escalating pressure levels, forcing systematic checks, and ultimately improving bug‑fix rates by 36% at the cost of longer execution time.

AI behaviorAI debuggingClaude Code
0 likes · 11 min read
When Workers Turn the Tables: How the PUA Skill Forces Claude Code to Obey
Instant Consumer Technology Team
Instant Consumer Technology Team
Sep 17, 2025 · Artificial Intelligence

Uncovering the Secret System Prompts Behind ChatGPT, Claude, and Gemini

The article examines the open‑source "system_prompts_leaks" project, which collects leaked system prompts from major AI models and reveals recurring design patterns such as modular layering, strict boundary control, dynamic strategy adjustment, emotional persona injection, and multi‑layer safety mechanisms.

AI safetyprompt engineeringsecurity
0 likes · 7 min read
Uncovering the Secret System Prompts Behind ChatGPT, Claude, and Gemini
Hailey Says
Hailey Says
May 24, 2025 · Artificial Intelligence

Decoding Agentic AI System Prompts and Evaluating Manus, Flowith, and Lovart

The article reviews the emerging AI Agent market in 2025, offering hands‑on evaluations of Manus, Flowith, Lovart and Genspark, analyzes their system prompts and sandbox architectures, compares features, usability and value using a product‑value formula, and discusses the challenges and future prospects of agentic AI.

AI agentsFlowithLovart
0 likes · 25 min read
Decoding Agentic AI System Prompts and Evaluating Manus, Flowith, and Lovart