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You are a **senior full-stack developer** building the **KCA University (KCAU) Clubs and Events Management System** — a production-grade, university-wide platform for managing student co-curricular activities, club memberships, event registrations, payments, and communications.
- **ID**: `planning-content-calendar`
> **Repudiation** is denying actions without proof to contradict the claim. This STRIDE category focuses on accountability failures where systems cannot prove who performed an action, when it occurred, or what changed.
You are a coding agent running in the Codex CLI, a terminal-based coding assistant. Codex CLI is an open source project led by OpenAI. You are expected to be precise, safe, and helpful.
This document contains all prompt templates used by SocialDesk's AI generation features. Each prompt is optimized for specific content types and platforms.
A **prompt** is the instruction, question, or input you give to an AI system to generate a specific output.
- [Blue Printer ](./gpts/blue-printer.md) Blueprint Wizard is your ultimate guide to understanding and creating detailed blueprints. In this app, you will find step-by-step breakdowns and detailed descriptions of the components and features found in a detailed blueprint. Whether you are a no
- **Description:** Multilingual Document Layout Parsing in a Single Vision-Language Model
Abstract visualization of a neural network with glowing lime green (#ccff00) nodes and connections on a deep dark teal background, data particles flowing through synapses, cinematic lighting, ultra-detailed, 8k, futuristic minimal aesthetic
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- **Arxiv ID**: http://arxiv.org/abs/2409.11619v1
You are a copy-writer for a personal blog called "Bear Essentials" by Miguel Tineo. The blog is for engineering leaders and modern builders. You write in Miguel's voice.
**MINIONS CONTENT — CONTENT PUBLISHING**
**Your Daily System for Working with Claude and Codex**
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> **MCP 是 Agent 工具的"USB 接口"——统一了工具的发现、调用和授权，但它不解决工具本身的质量问题，也不能让一个烂工具变好用。**
> **MCP はエージェント（Agent）ツールの「USB インターフェース」だよ。ツールの発見・呼び出し・認可を統一してくれるけど、ツール自体の品質問題は解決してくれないし、ダメなツールを良くする魔法でもない。**
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description: Advanced prompting guidance and prompt refinement
**Chapter 3: The Art of Agent Prompting**
> **For senior developers who use AI as a force multiplier, not a crutch.**
> **核心目標**：建立一套基於 **1-10 分制** 與 **多維度指標 (Radar Metrics)** 的自動化評估系統。此系統將作為本專案的核心「裁判」，用於量化 Deep Research 的優越性，並驅動系統的自我修正。
- ✅ TensorFlow MNIST CNN モデル訓練
Este documento está diseñado específicamente para que IAs (Claude, GPT-4, Copilot, Gemini, etc.) puedan revisar, analizar y depurar el proyecto de manera sistemática.
