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OpenClaw: Architecture Deep Dive (Feb 2026, Opus 4.6)

For Software Architects — How an AI Agent System Actually Works Under the Hood

1. Executive Summary

OpenClaw is an open-source, self-hosted AI agent framework that turns large language models into persistent, tool-using assistants with real-world integrations. Unlike chatbot wrappers that simply proxy API calls, OpenClaw implements a full agent runtime with session management, memory persistence, context window optimization, multi-channel messaging, sandboxed tool execution, and event-driven extensibility.

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。

Jekyll 中的配置和模板语法

配置

文件介绍

_config.yml

Jekyll 的全局配置文件。
比如网站的名字，网站的域名，网站的链接格式等等。

HTTP Streaming (or Chunked vs Store & Forward)

The standard way of understanding the HTTP protocol is via the request reply pattern. Each HTTP transaction consists of a finitely bounded HTTP request and a finitely bounded HTTP response.

However it's also possible for both parts of an HTTP 1.1 transaction to stream their possibly infinitely bounded data. The advantages is that the sender can send data that is beyond the sender's memory limit, and the receiver can act on

JQ to filter JSON by value

Syntax: cat <filename> | jq -c '.[] | select( .<key> | contains("<value>"))'

Example: To get json record having _id equal 611

cat my.json | jq -c '.[] | select( ._id | contains(611))'

Remember: if JSON value has no double quotes (eg. for numeric) to do not supply in filter i.e. in contains(611)

	#!/usr/bin/python
	# -- coding:utf8 --

	import sys
	import os
	import cv2
	import math
	import logging
	import numpy as np
	"""

	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

	1. my+ 1001. se+ 2001. thedaily+ 3001. empire+ 4001. herb+
	2. +online 1002. test+ 2002. giant+ 3002. +cook 4002. +teen
	3. the+ 1003. fish+ 2003. survey+ 3003. +deluxe 4003. affordable+
	4. +web 1004. hk+ 2004. +conference 3004. +crunch 4004. proto+
	5. +media 1005. florida+ 2005. twit+ 3005. michigan+ 4005. +ity
	6. web+ 1006. fine+ 2006. pick+ 3006. cars+ 4006. myhome+
	7. +world 1007. loan+ 2007. +dvd 3007. +forest 4007. plastic+
	8. +net 1008. page+ 2008. cinema+ 3008. yacht+ 4008. +kc
	9. go+ 1009. fox+ 2009. desi+ 3009. +wallet 4009. +foot
	10. +group 1010. +gift 2010. act+ 3010. +contest 4010. +sup

	package ciphers

	import (
	"crypto/rand"
	"crypto/rsa"
	"crypto/sha512"
	"crypto/x509"
	"encoding/pem"
	"log"
	)


	const SPEEEEEED: bool = 1==1;


	pub mod reg {

	#[derive(Clone, Copy, Debug)]
	#[repr(align(4))]
	pub enum Instruction {
	LoadInt { dst: u8, value: i16 },