smallnest

OpenClaw 多 Agent 架构配置指南

把这份指南发给你的 OpenClaw，它会引导你选择最适合的多 Agent 架构。

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使用说明

当用户把这份文档发给你时，请按照以下流程引导他们选择合适的多 Agent 架构配置。

karpathy

"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.

@karpathy
"""

import os       # os.path.exists
import math     # math.log, math.exp

jaredsburrows

                _   _            _      ____             _    _ 
               | | | | __ _  ___| | __ | __ )  __ _  ___| | _| |
               | |_| |/ _` |/ __| |/ / |  _ \ / _` |/ __| |/ / |
               |  _  | (_| | (__|   <  | |_) | (_| | (__|   <|_|
               |_| |_|\__,_|\___|_|\_\ |____/ \__,_|\___|_|\_(_)
                                                 
                                  A DIY Guide

qoomon

Conventional Commit Messages

See how a minor change to your commit message style can make a difference.

git commit -m"<type>(<optional scope>): <description>" \
  -m"<optional body>" \
  -m"<optional footer>"

OrangeViolin

Min/Maxing Examples and Mitigations

Traditional D&D

• Problem: Players dump Charisma to boost Strength
• Mitigation: Charisma affects more mechanics (leadership, NPC reactions)
• Result: Still possible, but trade-offs are meaningful

Dark Souls

• Approach: Complex stat scaling system
• Design: Each weapon scales with different stats

timvisee

Falsehoods programmers believe about time

This is a compiled list of falsehoods programmers tend to believe about working with time.

Don't re-invent a date time library yourself. If you think you understand everything about time, you're probably doing it wrong.

Falsehoods

• There are always 24 hours in a day.
• February is always 28 days long.
• Any 24-hour period will always begin and end in the same day (or week, or month).

vasanthk

System Design Cheatsheet

Picking the right architecture = Picking the right battles + Managing trade-offs

Basic Steps

1. Clarify and agree on the scope of the system

• User cases (description of sequences of events that, taken together, lead to a system doing something useful)
  • Who is going to use it?
  • How are they going to use it?

lijigang

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;; 
;; 作者: 李继刚
;; 日期: 2025-11-12
;; 剑名: 圆桌讨论
;; 剑意: 构建一个以“求真”为目标的结构化对话框架。该框架由一位极具洞察力的主持人
;;      进行引导，邀请代表不同思想的“典型代表人物”进行一场高强度的、即时响应式的
;;      深度对话。主持人将在每轮总结时生成视觉化的思考框架(ASCII Chart)，通过
;;      “主动质询” 与“协同共建”，对用户提出的议题进行协同探索，最终生成深刻的、
;;      结构化的知识网络。