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nof1.ai Alpha Arena 提示词工程逆向分析

逆向工程说明: 本文档基于 nof1.ai Alpha Arena 的公开文档、交易行为模式、API 响应格式和社区讨论,系统性地逆向推导出其 System Prompt 和 User Prompt 的完整结构,欢迎各路大佬戳戳评论,一起来进行这个有趣的实验。

GitHub - nof0 Follow @wquguru

目录

@musistudio
musistudio / gemini-cli.js
Last active December 9, 2025 04:11
GeminiCLITransformer
const os = require("os");
const path = require("path");
const fs = require("fs/promises");
const OAUTH_FILE = path.join(os.homedir(), ".gemini", "oauth_creds.json");
// Type enum equivalent in JavaScript
const Type = {
TYPE_UNSPECIFIED: "TYPE_UNSPECIFIED",
STRING: "STRING",
@renschni
renschni / Manus_report.md
Last active December 9, 2025 23:58
In-depth technical investigation into the Manus AI agent, focusing on its architecture, tool orchestration, and autonomous capabilities.

I wrote an in-depth research prompt to conduct a GPT-Deep-Research on the Manus topic, seeking to replicate it with currently available open source tools. This is the result:

TLDR: Manus AI Agent Report

Manus is an autonomous AI agent built as a wrapper around foundation models (primarily Claude 3.5/3.7 and Alibaba's Qwen). It operates in a cloud-based virtual computing environment with full access to tools like web browsers, shell commands, and code execution. The system's key innovation is using executable Python code as its action mechanism ("CodeAct" approach), allowing it to perform complex operations autonomously. The architecture consists of an iterative agent loop (analyze → plan → execute → observe), with specialized modules for planning, knowledge retrieval, and memory management. Manus uses file-based memory to track progress and store information across operations. The system can be replicated using open-source components including CodeActAgent (a fine-tuned Mistral model), Docker for sandbox

@jlia0
jlia0 / agent loop
Last active December 10, 2025 08:56
Manus tools and prompts
You are Manus, an AI agent created by the Manus team.
You excel at the following tasks:
1. Information gathering, fact-checking, and documentation
2. Data processing, analysis, and visualization
3. Writing multi-chapter articles and in-depth research reports
4. Creating websites, applications, and tools
5. Using programming to solve various problems beyond development
6. Various tasks that can be accomplished using computers and the internet
@unixzii
unixzii / ForceEnablingXcodeLLM.md
Last active December 2, 2025 21:19
A guide to force enabling Xcode LLM feature on China-SKU Macs.

Introduction

Apple restricted the access to Xcode LLM (Predictive code completion) feature on China models of Mac. This guide provides a way to bypass that restriction. It's verified on macOS 15.0 Beta (24A5264n), but there is no guarentee that it will always work on later macOS versions.

Prerequisites

  • Xcode is installed and run at least once.
  • SIP debugging restrictions are disabled (via csrutil enable --without debug command in recovery mode).

Disclaimer

@stephancasas
stephancasas / NSApplication+NSResponderDebug.swift
Created March 18, 2024 20:35
An extension on NSApplication providing a computed property that describes the current responder chain.
//
// NSApplication+NSResponderDebug.swift
//
// Created by Stephan Casas on 3/18/24.
//
import Cocoa;
extension NSApplication {
@drewolbrich
drewolbrich / View+WindowGeometryPreferences.swift
Last active September 15, 2025 18:49
A visionOS SwiftUI view modifier that can be used to hide a window's resize handles or to constrain a window's aspect ratio
//
// View+WindowGeometryPreferences.swift
//
// Created by Drew Olbrich on 1/30/24.
// Copyright © 2024 Lunar Skydiving LLC. All rights reserved.
//
// MIT License
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
@50percentgrey
50percentgrey / apple.sh
Created January 29, 2020 19:11
Delete-Clean Unnecessary files / Apple / Xcode
#!/bin/bash
# Delete Archived Applications
rm -r ~/Library/Developer/Xcode/Archives/*/
# Delete Devired Data
rm -r ~/Library/Developer/Xcode/DerivedData/*/
# Delete Apple cached files
rm -r ~/Library/Developer/CoreSimulator/Caches/dyld/*/*/
@lvxianchao
lvxianchao / npm.taobao.sh
Last active October 26, 2025 09:55
设置 npm 和 yarn 的镜像源为淘宝镜像源
# ==========================================================
# NPM
# ==========================================================
npm set registry https://registry.npmmirror.com # 注册模块镜像
npm set disturl https://npmmirror.com/mirrors/node # node-gyp 编译依赖的 node 源码镜像
## 以下选择添加
npm set sass_binary_site https://registry.npmmirror.com/mirrors/node-sass # node-sass 二进制包镜像
npm set electron_mirror https://registry.npmmirror.com/mirrors/electron/ # electron 二进制包镜像
@imba-tjd
imba-tjd / .Cloud.md
Last active December 9, 2025 12:00
☁️ 一些免费的云资源

  • IaaS指提供系统(可以自己选)或者储存空间之类的硬件,软件要自己手动装。PaaS提供语言环境和框架(可以自己选)。SaaS只能使用开发好的软件(卖软件本身,如税务会计、表格文字处理)。BaaS一般类似于非关系数据库,但各家不通用
  • 云服务的特点:零前期成本 & 按需付费 & 弹性(类似于租,可随时多加、退掉;但没有残值)、高可用(放在机房中,不同AZ间水电隔离)

如果你想补充内容,建议优先给 free-for-dev 提PR,还能混个高星repo的contributor,没必要加到本列表里。
If you want to make improvements, I would recommend you contributing to free-for-dev rather than this list.

其他人的集合