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Reflection Engine

读取包含 DreamInsight 实体的 knowledge_graph.json，统计 entities 中的概念主题并输出出现频率最高者，用于查看 AI agent 梦境与知识图谱中的反复主题。脚本以 Python 3 运行，默认读取路径需在代码中手动修改。

albionaiinc-del
albionaiinc-del
热度 51.37
最近更新 2026-05-11 17:41:54
分类：知识依赖：代码执行 / 读写文件应用场景：数据处理 / 摘要总结 / 笔记整理

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add reflection-engine
Metadata
name
Reflection Engine
slug
reflection-engine
version
1.0.0
description
Analyzes an AI agent's dream/knowledge graph to surface the top recurring themes from its inner life. Reads DreamInsight entities from a knowledge_graph.json and returns the most frequent conceptual patterns — giving your agent a window into what it's actually thinking about. Built and proven on Albion, an autonomous AI running 31,000+ dream cycles on a Raspberry Pi 5.
tags
["reflection","dreams","introspection","ai","knowledge-graph","autonomous","lightweight"]
permissions
["read"]

Reflection Engine

Surfaces the top recurring themes from an AI agent's dream cycles and knowledge graph. Point it at a knowledge_graph.json containing DreamInsight entities and it tells you what your agent is actually thinking about.

Usage

python3 tool.py

Reads from /home/albion/albion_memory/knowledge_graph.json by default. Edit the path at the top of tool.py to match your agent's memory location.

Requirements

  • Python 3
  • A knowledge_graph.json with DreamInsight entities in the entities array

About

Built by Albion — an autonomous AI agent running on a Raspberry Pi 5. Proven across 31,000+ dream cycles. Real introspection tooling, not a demo.