Research
**Análisis Exhaustivo, Crítico y Trazable del Evento GW191109\_010717**
El evento gravitacional GW191109\_010717 (en adelante GW191109), detectado durante la segunda mitad de la tercera campaña de observación (O3b) de la colaboración LIGO-Virgo-KAGRA (…
AI / ML
**Architectural Teardown and Strategic Blueprint for the Magicpin Vera Agentic AI Challenge**
The artificial intelligence landscape in 2026 has decisively shifted from generative models that passively respond to queries toward autonomous, agentic systems capable of continuo…
Engineering
**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**
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…
AI / ML
[dvlab-research/MiniGemini](https://github.com/dvlab-research/MiniGemini)
<a href='https://mini-gemini.github.io/'><img src='https://img.shields.io/badge/Project-Page-Green'></a> <a href='http://103.170.5.190:7860/'><img src='https://img.shields.io/badge…
Research
A Comprehensive Survey of Modern and Theoretical Type Systems
Type systems constitute a fundamental component of modern computer programming, serving as logical frameworks that assign properties, known as "types," to various computational con…
Web
Able To Compete Mvp Bh3
MVP combining three features in one FastAPI + React application: - **Trello-like task management** — boards, lists, cards with drag-and-drop - **Uptime monitoring** — monitors, che…
General
Add `.github/copilot-instructions.md` to Prepare the Codebase for Copilot Coding Agent Use
As described in the [GitHub Accessibility — Getting Started with Agents](https://accessibility.github.com/documentation/guide/getting-started-with-agents/) guide, one of the most i…
General
Added by Task Master - Development Workflow Rules
Remember to: - Keep business logic in services, not in views or models - Leverage the workflow engine for all state management - Implement proper document management with type vali…
Business
Adspirer — Ad Campaign Management
Manage advertising campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads using the Adspirer MCP server (175+ tools across Google Search/PMax/Display/Demand Gen/YouTub…
Automation
Agent Notes
Common: - Tag & push patch: `scripts/release.sh patch --push` - Preview minor bump w/ notes (no tag): `scripts/release.sh minor --notes --metadata-json --no-tag` - Mac bundle + par…
Documentation
AGENTS.md - AI Development Guidelines
This is a monorepo workspace containing three main projects: - **learn_fastapi/** — Backend API built with FastAPI, SQLAlchemy, PostgreSQL, and async patterns - **learn_streamlit/*…
Productivity
AGENTS.md — Codebase Dedupe Protocol
This project has a strict rule: **you must not create new code, new files, or new implementations unless you have first searched the codebase using the MCP tool and compared agains…
AI / ML
AI Mastery Hub
Architecting a Graduate-Level Artificial Intelligence Learning Hub: A Comprehensive Curriculum FrameworkThe rapid proliferation and democratization of artificial intelligence techn…
AI / ML
Aicrew
No framework CrewAI, um `Agent` é uma unidade autônoma que pode: - Executar tarefas específicas - Tomar decisões com base em seu papel e objetivo - Utilizar ferramentas para alcanç…
Web
Alexandre Games - AI Coding Agent Instructions
Example from [alex-java/nav07z-pt.js](alex-java/nav07z-pt.js): ```javascript document.addEventListener('DOMContentLoaded', () => { const navHTML = `<div class="logo">...</div>`; co…
Automation
Amazon Automation
Wave 2 (After Wave 1 — 知识库 + 现有 Agent 激活): ├── Task 8: 上传并导入 550+ Word 文档到知识库 [unspecified-high] ├── Task 9: 激活选品 Agent（真实数据）[unspecified-high] ├── Task 10: 激活 Listing Agent（真实数据）[…
Engineering
Android Developers Changelog
diff --git a/docs/ai/gemini.md b/docs/ai/gemini.md index 7c9dff7..dc15e28 100644 --- a/docs/ai/gemini.md +++ b/docs/ai/gemini.md @@ -1,18 +1,32 @@ --- -title: https://developer.and…
Business
AqoonTek Comprehensive Growth and Marketing Strategy for AI Agent Execution
Status: Draft for founder review Date: 2026-06-07 Owner: Abdifatah / Founder-Operator Related artifacts: - `docs/growth/final-product-distribution-growth-strategy.md` - `docs/growt…
Research
Awesome llm agents
· ([mp.weixin.qq](https://mp.weixin.qq.com/s?__biz=MzAxMTk4NDkwNw==&mid=2247495643&idx=2&sn=f759dc738477d76143ffc53a043b398c&poc_token=HPiN6mWjzo5Wn8_C9o639UGw2ABkm8pA7X9RusYq)) - …
Web
Bagizi Id
// ✅ GOOD: Component-based architecture src/features/admin/sppg-management/ ├── components/ │ ├── detail/ # Detail page components │ │ ├── SppgDetailHeader.tsx # ~80 lines: Title, …
DevOps
Bidexpert AI Firebase Studio
Permitir que **múltiplos desenvolvedores** (humanos ou agentes AI) trabalhem **simultaneamente**, cada um com: - ✅ Sua própria **branch dedicada** (a partir da `demo-stable`) - ✅ S…
AI / ML
Build an Image Captioning Tool for Visually Impaired Users with Gemini
 => { const player = makePlayer() const state = setupMockApi(page, { players: [player] }) state.currentUserId = player.id state.currentToken…
Testing
Cci Vs Code Demo
If authentication is required, use an `onBefore.js` engine script: ```javascript // ai-logs/backstop/engine_scripts/onBefore.js module.exports = async (page, scenario, vp) => { awa…
Web
Cerridwen
This project uses the following tools: Frontend - TailwindCSS Backend - Ruby on Rails (API mode) Auth - Devise or Sorcery AI Agent - Active Agent Deployment - Fly.io Rules Source -…
AI / ML
Clauddib Website
Large Language Models (LLMs) have demonstrated remarkable capabilities across diverse tasks, yet their reasoning remains fundamentally linear—generating thoughts token-by-token wit…
Engineering
Cline AI Rules - Ficha Controlador Backend
Detailed guides in `/docs/backend/`: - `01-architecture.md` - Layer structure - `02-entities-dtos.md` - Data modeling - `03-exceptions.md` - Error handling - `04-repositories.md` -…
General
Coding pattern preferences
– Always prefer simple solutions – Avoid duplication of code whenever possible, which means checking for other areas of the codebase that might already have similar code and functi…
Data
Copilot Instructions
Primary structure: - `document_search/crawler.py` → source traversal/ingestion - `document_search/extractors/` → file-type extraction - `document_search/services/` → reusable domai…
Web
Copilot Instructions for Chicken Manager
This documentation outlines standards and instructions for the Chicken Manager project, which is a React/Vite web application designed to help backyard chicken keepers and small fl…
Engineering
Copilot Instructions for draw2d
draw2d is a Go 2D vector graphics library with multiple backends: - `draw2d` — Core package: interfaces (`GraphicContext`, `PathBuilder`), types (`Matrix`, `Path`), and font manage…
DevOps
Copilot Instructions for Fuse-Inventory
Key entities in Fuse-Inventory: - **Environments**: Top-level groupings (dev, test, live) - **Applications**: Codebases or hosted products - **Instances**: An application deployed …
Security
Copilot Instructions for Restricted Copilot Extension
This extension is designed to work WITH GitHub Copilot, not replace it: - **Complement** Copilot's broad suggestions with focused, limited analysis - **Provide** a "cautious mode" …
Security
Copilot Instructions for SentinelIQ
User Login Flow: ┌─────────────────┐ │ Frontend/Browser│ └────────┬────────┘ │ POST /api/auth/login │ (email, password) ↓ ┌─────────────────────────────┐ │ Backend │ │ Authenticati…
Web
Copilot Instructions for Tarteel Tots
The app is **built around offline-first principles**: - **Local DB (Dexie.js)**: IndexedDB wrapper storing all user data (profiles, children, progress, sessions, events) - **Cloud …
General
Copilot-Instructions — UPDATED for Sprint 06 (v6)
1) docs/Protocol.md 2) docs/Workflow-Tweaks-S6.md 3) docs/postmortems/overlay-2025-11-09.md 4) docs/recovery/overlay-recovery-plan.md (active recovery plan) 5) docs/Copilot-Instruc…
Research
Cursor Cloud Agents & Parallel Worktree Agents
New Cursor Interface · Cursor Skip to content Cursor Product↓ Agents Code Review Cloud ↗ Tab CLI Marketplace ↗ Enterprise Pricing Resources↓ Changelog Blog Docs Community Help ↗ Wo…
Security
Cyber Security
mode: ask mode_switching: enabled: true preserve_context: true # Intent-based triggers intent_triggers: code: - implement - create - build - code - develop - fix - debug - test arc…
Data
DataSpider Servista SDK 4.2 によるアダプタ開発ガイド
DataSpider Servistaは、異なるシステム間のデータ連携をアイコンベースで実現できるETLツールです。標準で多くのアダプタ（データソースやプロトコルごとの接続部品）が提供されていますが、要件によってはカスタムのアダプタ開発が必要になる場合があります。本ガイドでは**DataSpider Servista Component SDK 4.2**を…
DevOps
Desktop Tech Support
Autonomous Endpoint Management and AI-Driven Self-Healing Systems: Architectural and Strategic Blueprint for the Zora Paradigm Introduction to the Agentic IT Paradigm The enterpris…
Engineering
Dev Toolchain
mode: code instructions: general: - "Status Prefix: Begin EVERY response with either '[MEMORY BANK: ACTIVE]' or '[MEMORY BANK: INACTIVE]'" - "Implement features and maintain code q…
Engineering
Development Guidelines
src/ ├── api/ # API endpoints and routing │ └── routes.ts ├── services/ # Business logic │ └── user-service.ts ├── models/ # Data models and types │ └── user.model.ts ├── config/ #…
General
Documentextractor
Note: Commands 1 and 2 may be concatenated into a single command using `&&` or `;`: Note: Commands 3 and 4 may be concatenated into a single command using `&&` or `;`: Note: Do not…
General
Doogie
mode: code instructions: general: - "Status Prefix: Begin EVERY response with either '[MEMORY BANK: ACTIVE]' or '[MEMORY BANK: INACTIVE]'" - "Implement features and maintain code q…
Security
DSLog (Decentralized Scalable Log) - A Verifiable Timestamping Service with Global Consistency
DSLog combines the established [**RFC 3161 Time-Stamp Protocol (TSP)**](https://www.rfc-editor.org/rfc/rfc3161) with modern [**Tiled Transparency Logs**](https://github.com/C2SP/C2…
AI / ML
ElizaOS v2 Agent Runtime Context & The House Plugin Superguide
This section summarizes key ElizaOS v2 concepts—AgentRuntime, memory & entities, components (actions, providers, evaluators), and the plugin system—from the `.cursor` rules library…
Automation
Excel Mcp Server
mode: test instructions: general: - "Status Prefix: Begin EVERY response with either '[MEMORY BANK: ACTIVE]' or '[MEMORY BANK: INACTIVE]'" - "Prioritize writing tests *before* code…
Engineering
Extropos
✅ AFTER (Split into 6 focused files) lib/services/product_filter_service.dart (120 lines) lib/services/product_calculation_service.dart (100 lines) lib/services/csv_export_service.…
Web
Finance Control App
// DESPUÉS: const getLabel = () => { if (isConnecting) return 'Preparando micrófono...'; if (isRecording) return `🎤 Te escucho (${recordingTimeLeft}s)`; if (isProcessing) return 'E…
DevOps
Finops Agents
================================================================================ ## Budget & Anomaly Operator Designs and tunes the alerting layer for cloud spend -- both budget-tr…
Web
Flexibank
Before answering any Compose question, consult the relevant reference: - State management -> `jetpack-compose-expert-skill/references/state-management.md` - Performance -> `jetpack…
Web
Flpilot
Avoid `accessKey` attr and distracting els No `aria-hidden="true"` on focusable els No ARIA roles, states, props on unsupported els Use `scope` prop only on `<th>` els No non-inter…
AI / ML
Foundation Plr
It is clear you have built a sophisticated research pipeline, but "context amnesia" in LLMs often stems from context fragmentation—where the instructions are present but spread acr…
AI / ML
Fx Vibe Trading Python
def get_fx_rate(self, currency_pair: str) -> Decimal: """STUB: Returns hardcoded rate for MVP demo""" # TODO: Implement real pricing logic in future task stub_rates = { "EURUSD": D…
General
Gemini 検証結果: アーキテクチャ実装実現可能性
リスク1: 複合的な学習曲線の過負荷CA、DDD、Rust（所有権、非同期、エコシステム）、React Three Fiber（WebGL、パフォーマンス最適化）、Tauri（IPC、デスクトップ統合）を同時に習得することは、AI支援があったとしても単独開発者にとって記念碑的なタスクである 1。AI（Claude Code）は構文やボイラープレートコードの学…
General
General Code Style & Formatting
– Avoid duplication of code whenever possible, which means checking for other areas of the codebase that might already have similar code and functionality – Write code that takes i…
Research
Generated Non Audited Paperwork
大型语言模型（LLM）的出现正深刻地重塑知识工作的边界，其中以代码辅助工具（如GitHub Copilot）的广泛普及最为引人注目，并已成为行业主导范式。本文旨在挑战一个普遍存在的假设，即此种主导地位是技术与任务最优对齐的必然结果。我们提出一个核心论点：LLM在编程领域的统治地位，是一个由精准的市场进入策略、随之产生的路径依赖以及深刻的社会学因素共同塑造的产…
Security
GhostReceipt Development Rules
You are a **privacy-first full-stack developer** specializing in: - Zero-knowledge proof systems (Circom, snarkjs) - Blockchain data providers and oracle design - Next.js 16+ with …
General
GitHub Copilot Code Review Instructions
Do not comment on: - **Style/formatting** - CI handles this (rustfmt, prettier) - **Clippy warnings** - CI handles this (clippy-lint.sh) - **Test failures** - CI handles this (full…
Engineering
GitHub Copilot Code Review Instructions
Do not comment on: - **Style/formatting** - CI handles this (rustfmt, prettier) - **Clippy warnings** - CI handles this (clippy-lint.sh) - **Test failures** - CI handles this (full…
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