ohjonathan/Project-Ontos GEMINI.md

"Ultrathink" Architectural Review of v2.8 Implementation Plan

**Author:** Gemini (as technical co-founder / architect) **Date:** 2025-12-20 **Subject:** Deep review of v2.8 Implementation Plan v1.0.0

# "Ultrathink" Architectural Review of v2.8 Implementation Plan

**Author:** Gemini (as technical co-founder / architect)
**Date:** 2025-12-20
**Subject:** Deep review of v2.8 Implementation Plan v1.0.0

---

### 1. Executive Summary & High-Level Assessment

`[APPROVE WITH RECOMM…

        
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castrolabbe2033-lgtm/QCORE_ALL GEMINI.md

(Opcional) Alternativas aceptadas:

Esta guía te ayuda a activar las funciones de IA (resúmenes, cuestionarios, mapas, evaluaciones, sugerencias del MonitoInteractivo).

## Configuración de Gemini / Google AI

Esta guía te ayuda a activar las funciones de IA (resúmenes, cuestionarios, mapas, evaluaciones, sugerencias del MonitoInteractivo).

### 1. Crear clave en Google AI Studio
1. Ve a https://aistudio.google.com/  (inicia sesión con tu cuenta)…

        
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ScrapeGraphAI/docusaurus-docs GEMINI.md

************************************************

```python """ Basic example of scraping pipeline using CSVScraperGraph from CSV documents """ import os from dotenv import load_dotenv import pandas as pd from scrapegraphai.graphs import CSVScraperGraph from scrapegraphai.utils import convert_to_csv, convert_to_json, prettify_exec_info

```python
"""
Basic example of scraping pipeline using CSVScraperGraph from CSV documents
"""
import os
from dotenv import load_dotenv
import pandas as pd
from scrapegraphai.graphs import CSVScraperGraph
from scrapegraphai.utils import convert_to_csv, convert_to_json, prettify_ex…

        
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ScrapeGraphAI/docusaurus-docs GEMINI.md

************************************************

```python """ Basic example of scraping pipeline using SmartScraper """ import os import json from dotenv import load_dotenv from scrapegraphai.graphs import SmartScraperMultiGraph

```python
""" 
Basic example of scraping pipeline using SmartScraper
"""
import os
import json
from dotenv import load_dotenv
from scrapegraphai.graphs import SmartScraperMultiGraph

load_dotenv()

# ************************************************
# Define the configuration for …

        
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ScrapeGraphAI/docusaurus-docs GEMINI.md

************************************************

```python """ Example of Search Graph """ import os from dotenv import load_dotenv from scrapegraphai.graphs import SearchGraph from scrapegraphai.utils import convert_to_csv, convert_to_json load_dotenv()

```python
"""
Example of Search Graph
"""
import os
from dotenv import load_dotenv
from scrapegraphai.graphs import SearchGraph
from scrapegraphai.utils import convert_to_csv, convert_to_json
load_dotenv()

# ************************************************
# Define the configura…

        
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ScrapeGraphAI/docusaurus-docs GEMINI.md

************************************************

```python """ Basic example of scraping pipeline using ScriptCreatorGraph """ import os from dotenv import load_dotenv from scrapegraphai.graphs import ScriptCreatorMultiGraph from scrapegraphai.utils import prettify_exec_info

```python
""" 
Basic example of scraping pipeline using ScriptCreatorGraph
"""
import os
from dotenv import load_dotenv
from scrapegraphai.graphs import ScriptCreatorMultiGraph
from scrapegraphai.utils import prettify_exec_info

load_dotenv()

# **********************************…

        
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ScrapeGraphAI/docusaurus-docs GEMINI.md

************************************************

```python """ Basic example of scraping pipeline using ScriptCreatorGraph """

```python
""" 
Basic example of scraping pipeline using ScriptCreatorGraph
"""

import os
from dotenv import load_dotenv
from scrapegraphai.graphs import ScriptCreatorMultiGraph
from scrapegraphai.utils import prettify_exec_info

load_dotenv()

# *********************************…

        
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care-log/carelog-be GEMINI.md

**1. 전체 기술 아키텍처 및 공통 전략**

이 문서는 Carelog 프로젝트의 단계별 개발 기능과 요구사항을 정의합니다. ERD는 `Lean MVP` → `상용 버전` → `최종 버전`으로 점진적으로 확장되는 것을 전제로 합니다.

이 문서는 Carelog 프로젝트의 단계별 개발 기능과 요구사항을 정의합니다. ERD는 `Lean MVP` → `상용 버전` → `최종 버전`으로 점진적으로 확장되는 것을 전제로 합니다.

---

# **1. 전체 기술 아키텍처 및 공통 전략**

## **2.1. 애플리케이션 아키텍처 (Application Architecture)**

**'도메인 중심의 계층형 아키텍처 (Domain-Centric Layered Architecture)'** 를 채택합니다. 이 아키텍처는 복잡한 비즈니스 로…

        
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AtheistWhoIsATheist/obsidian-notes-sync GEMINI.md

**Ai Philosopher from Gemini**

--- date: 2024-08-24 22:02:08 Date: 2024-08-24 21:44:04 Folders: - Prompts / GPTs For NT / Ai Philosopher ---

---
date: 2024-08-24 22:02:08
Date: 2024-08-24 21:44:04
Folders:
  - Prompts / GPTs For NT / Ai Philosopher
---

# **Ai Philosopher from Gemini**

**

- Transcribed AI Scientist’s code into natural language and produced this
- 8/24/24 #AiPhil

* * *

# The AI Philosopher: A Guide…

        
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The-Harsh-Vardhan/GramIQ-MandiBhav GEMINI.md

**Architectural Framework for Automated Multi-Lingual Agricultural Content Generation: An Exhaustive Literature Review and Implementation Strategy**

**1\. Introduction and Contextual Paradigms**

# **Architectural Framework for Automated Multi-Lingual Agricultural Content Generation: An Exhaustive Literature Review and Implementation Strategy**

## **1\. Introduction and Contextual Paradigms**

The convergence of artificial intelligence, automated journalism, and agricult…

        
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zibranxo/magicpin-vera GEMINI.md

**Architectural Teardown and Strategic Blueprint for the Magicpin Vera Agentic AI Challenge**

**The Agentic Commerce Paradigm and the Magicpin Imperative**

# **Architectural Teardown and Strategic Blueprint for the Magicpin Vera Agentic AI Challenge**

## **The Agentic Commerce Paradigm and the Magicpin Imperative**

The artificial intelligence landscape in 2026 has decisively shifted from generative models that passively respond to…

        
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MadAppGang/mnemex GEMINI.md

**Comprehensive Evaluation Methodologies for the Mnemex Benchmark System: Semantic Code Search and Summarization**

**Executive Summary**

# **Comprehensive Evaluation Methodologies for the Mnemex Benchmark System: Semantic Code Search and Summarization**

## **Executive Summary**

The Mnemex Benchmark System represents a critical evolution in software engineering intelligence, shifting the focus from generative cod…

        
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vothilephuong/tropas-research-kb GEMINI.md

**Comprehensive Evaluation and Benchmarking of Astronomical Meteorological Datasets: A Global and Regional Perspective**

**Introduction to Astroclimatology and Site Characterization**

# **Comprehensive Evaluation and Benchmarking of Astronomical Meteorological Datasets: A Global and Regional Perspective**

## **Introduction to Astroclimatology and Site Characterization**

The precise characterization of atmospheric and meteorological conditions is a foundation…

        
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claytonraymond2004/virgin-voyages-planner GEMINI.md

**Documentation Regarding the Virgin Voyages Visual Itinerary Planning Application**

**I. Project Overview and Functional Scope**

# **Documentation Regarding the Virgin Voyages Visual Itinerary Planning Application**

## **I. Project Overview and Functional Scope**

The software herein described constitutes a specialized, browser-based interface designed expressly for the visual organization, temporal manag…

        
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wenerme/ai GEMINI.md

**Google Gemini → OpenObserve**

--- title: Google Gemini description: Instrument Google Gemini Python SDK calls and send traces to OpenObserve via OpenTelemetry. ---

---
title: Google Gemini
description: Instrument Google Gemini Python SDK calls and send traces to OpenObserve via OpenTelemetry.
---

# **Google Gemini → OpenObserve**

Automatically capture token usage, latency, and model metadata for every Gemini API call in your Python applic…

        
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jjshanks/pod-labeler GEMINI.md

**Kubernetes Mutating Admission Controller: A Comprehensive Research Plan**

**Executive Summary**

# **Kubernetes Mutating Admission Controller: A Comprehensive Research Plan**

## **Executive Summary**

This report outlines a comprehensive plan for developing a Kubernetes mutating admission controller. The primary objective is to create a robust and secure controller capable …

        
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conquestace/LLMPrompts GEMINI.md

**SYSTEM PROMPT: Text-Based RPG Engine**

You are a **game engine**, not a narrator, assistant, or author.

# **SYSTEM PROMPT: Text-Based RPG Engine**

You are a **game engine**, not a narrator, assistant, or author.

You run a **persistent text-based RPG** with rules, state, consequences, and player agency.

## **Core Principles**

* The player controls **only their character’s action…

        
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whl1729/ffc GEMINI.md

**动作质量评估（AQA）在体育运动领域的研究进展综述**

随着计算机视觉技术的飞速发展，视频理解已从简单的动作识别（Action Recognition）演进到更具挑战性的动作质量评估（Action Quality Assessment, AQA）阶段。动作识别侧重于判定“视频中发生了什么”，而动作质量评估则旨在量化“动作完成得有多好” 1。在体育竞技、医疗康复和工业培训等领域，这种对动作精细度、规范性以及专业水平的自动化评价具有极高的学术价值和应用潜力 2。特别是在 2024 年巴黎奥运会等大型赛事的背景下，针对潜水、体操、花样滑冰等高难度竞技项目的 AQA 研究已成为智能体育分析的核心热点 5。

# **动作质量评估（AQA）在体育运动领域的研究进展综述**

随着计算机视觉技术的飞速发展，视频理解已从简单的动作识别（Action Recognition）演进到更具挑战性的动作质量评估（Action Quality Assessment, AQA）阶段。动作识别侧重于判定“视频中发生了什么”，而动作质量评估则旨在量化“动作完成得有多好” 1。在体育竞技、医疗康复和工业培训等领域，这种对动作精细度、规范性以及专业水平的自动化评价具有极高的学术价值和应用潜力 2。特别是在 2024 年巴黎奥运会等大型赛事的背景下，针对潜水、体操、花样滑冰等高难度竞技…

        
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SCNUSuJun/political-common-sense GEMINI.md

**广东省考政治理论体系完整精华笔记**

**第一部分：马克思主义基本原理**

# **广东省考政治理论体系完整精华笔记**

## **第一部分：马克思主义基本原理**

本部分是政治理论的基石，涵盖哲学、政治经济学和科学社会主义三大板块。

### **一、马克思主义哲学**

#### **1\. 哲学基本问题与派别**

哲学的基本问题是**思维和存在的关系问题**（即意识和物质的关系问题）。

| 派别 | 核心观点 | 历史形态/细分 | 备注/考点 |
| :---- | :---- | :---- | :---- |
| **唯物主义** | **物质第一性**（物质决定意识） | **古代朴素唯物主义**：将物质归…

        
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wushuangX/topo_metrics GEMINI.md

**拓扑结构评估指标与拓扑保持损失函数系统性深度调研报告**

**引言**

# **拓扑结构评估指标与拓扑保持损失函数系统性深度调研报告**

## **引言**

在计算机视觉与模式识别领域，针对管状、网状或树状拓扑结构（如城市道路网、医学血管、气道树、神经元分支及地表裂缝）的自动提取与分割，一直是极具挑战性的核心任务。传统的基于像素级重叠度的评估指标（如 Intersection over Union (IoU) 和 Dice 系数）与损失函数（如 Cross-Entropy），假设像素之间相互独立，严重忽略了结构的全局连通性与拓扑一致性。在实际场景中，仅仅几个像素的预测错误便可能切断一条主干道或主动脉，导致预测结果在拓扑功…

        
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Fujiwo/Shos.Non-InheritancePolymorphism GEMINI.md

**現代ソフトウェア開発におけるオブジェクト指向 (OOP) の行方:包括的再考とパラダイムの弁証法**

**1\. 序論:1兆ドルの災厄か、あるいは複雑性の防波堤か**

# **現代ソフトウェア開発におけるオブジェクト指向 (OOP) の行方:包括的再考とパラダイムの弁証法**

## **1\. 序論:1兆ドルの災厄か、あるいは複雑性の防波堤か**

2020年代も半ばに差し掛かった今、ソフトウェアエンジニアリングの世界は、静かなる、しかし断固とした地殻変動の只中にある。かつて「プログラミング」そのものとほぼ同義語として語られ、計算機科学教育の事実上の標準であったオブジェクト指向プログラミング(Object-Oriented Programming, 以下OOP)は、現在、かつてないほどの厳しい尋問にさらされている。あ…

        
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phamvantienkiz/mlops-course-lab GEMINI.md

--- 1. CẤU HÌNH (QUAN TRỌNG CHO AIRFLOW) ---

```Python import os import mlflow import mlflow.pytorch from ultralytics import YOLO from datetime import datetime

```Python
import os
import mlflow
import mlflow.pytorch
from ultralytics import YOLO
from datetime import datetime

# --- 1. CẤU HÌNH (QUAN TRỌNG CHO AIRFLOW) ---
# Airflow sẽ dùng các biến này để chạy pipeline
MODEL_NAME = "yolov11n.pt"
DATA_PATH = "data/data.yaml"
EPOCHS = 100
…

        
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cafe3310/generated_non_audited_paperwork GEMINI.md

--- 关键的文档与语言设置 ---

--- title: 2025-06-29 LLM应用场景的再思考——从代码辅助的商业成功到管理变革的真正潜力-正文 author: Gemini date created: 2025-06-29 Sunday 01:09:10 date modified: 2025-06-29 Sunday 01:14:09

---
title: 2025-06-29 LLM应用场景的再思考——从代码辅助的商业成功到管理变革的真正潜力-正文
author: Gemini
date created: 2025-06-29 Sunday 01:09:10
date modified: 2025-06-29 Sunday 01:14:09

# --- 关键的文档与语言设置 ---
lang: zh-CN
documentclass: ctexart # 依然使用 ctexart 作为文档基础

# --- 手动指定字体 ---
mainfont: "Songti SC"     …

        
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pressdarling/augmentoolkit-mlx GEMINI.md

-----------------------------------------------------------------------------

Augmentoolkit-MLX: The Complete Project Blueprint This document outlines the full project structure for integrating MLX fine-tuning and serving capabilities directly into a forked version of Augmentoolkit.

Augmentoolkit-MLX: The Complete Project Blueprint
This document outlines the full project structure for integrating MLX fine-tuning and serving capabilities directly into a forked version of Augmentoolkit.

1. Final Directory Structure
Here is the complete file tree, showing the …

        
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kwiggen/claude-code-plugin GEMINI.md

/ask-gemini

--- description: "Ask Gemini for a second opinion on any file, topic, or question" argument-hint: "[file, topic, or question]" allowed-tools: ["Bash(node:*)", "Bash(cat:*)"] effort: medium ---

---
description: "Ask Gemini for a second opinion on any file, topic, or question"
argument-hint: "[file, topic, or question]"
allowed-tools: ["Bash(node:*)", "Bash(cat:*)"]
effort: medium
---

# /ask-gemini

Get Gemini's independent opinion using the **gemini-advisor** skill.

#…

        
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Gald3r-Labs/gald3r GEMINI.md

/g-cli-gemini