ReflectWorld — Codex Skill by addxai

by addxai · Codex Skill · ★ 67

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About ReflectWorld

ReflectWorld Map the real world into cyber memory. ReflectWorld is live world memory for AI agents. It turns camera streams into persistent visual experience: what happened, who or what appeared, what changed, and what an agent should remember next. Why ReflectWorld · Core Capabilities · Showcase · Benchmark Results · Paper · Quick Start · Runtime Shape · Docs Want to try it first? Jump to Quick Start and run the standalone Dashboard locally. Why ReflectWorld AI agents are becoming fluent in text, code, tools, and APIs. But their visual perception is still mostly episodic: they see isolated clips, answer one question, and forget

ai-agentscomputer-visionlifelong-learninglong-term-memorymultimodal-aiopenclawvideo-understandingvisual-memory

Quick Facts

Stars67
Forks4
LanguageTypeScript
CategoryCodex Skill
LicenseApache-2.0
Quality Score61.2513627340494/100
Last Updated2026-07-20
Created2026-07-13
Platformsnode
Est. Tokens~20k

Compatible Skills

These tools work well together with ReflectWorld for enhanced workflows:

  • openclaw-engram — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • memX — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)

ReflectWorld alternative? Top 6 similar tools

Looking for a ReflectWorld alternative? If you're comparing ReflectWorld with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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Frequently Asked Questions

What is ReflectWorld?

ReflectWorld is ReflectWorld-MM: An Entity-Oriented Multimodal Memory System for Open-Ended Video Stream. It is categorized as a Codex Skill with 67 GitHub stars.

What programming language is ReflectWorld written in?

ReflectWorld is primarily written in TypeScript. It covers topics such as ai-agents, computer-vision, lifelong-learning.

How do I install or use ReflectWorld?

You can find installation instructions and usage details in the ReflectWorld GitHub repository at github.com/addxai/ReflectWorld. The project has 67 stars and 4 forks, indicating an active community.

What license does ReflectWorld use?

ReflectWorld is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to ReflectWorld?

The top alternatives to ReflectWorld on Agent Skills Hub include watch-skill, agent-skills, hipocampus. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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