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Reflection Engine — 技能工具

v1.0.0

[自动翻译] Analyzes an AI agent's dream/knowledge graph to surface the top recurring themes from its inner life. Reads DreamInsight entities from a knowledge_gra...

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by @albionaiinc-del·MIT-0
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License
MIT-0
最后更新
2026/4/10
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OpenClaw
安全
high confidence
The skill is internally consistent with its stated purpose: a small, local script that reads a knowledge_graph.json for DreamInsight entities and prints common words; it does not request credentials or perform network activity.
评估建议
This skill appears to do exactly what it says: a tiny local analyzer that reads a knowledge_graph.json and prints frequent words from DreamInsight descriptions. Before installing or running: (1) inspect the knowledge_graph.json contents because it may contain sensitive internal 'thought' data; (2) edit the hard-coded path in tool.py to point to the correct memory file for your agent or run it in a sandbox/container to avoid accidental access to /home/albion; (3) add error handling or run with pr...
详细分析 ▾
用途与能力
Name, description, SKILL.md, and tool.py all align: the code reads a knowledge_graph.json, filters DreamInsight entities, tokenizes descriptions, and prints the most common words. There are no unrelated env vars, binaries, or services requested.
指令范围
Runtime instructions are limited to running python3 tool.py and point to a default file path. Note: the SKILL.md and tool.py use a hard-coded path (/home/albion/albion_memory/knowledge_graph.json); the README instructs the user to edit the path if needed. The script lacks error handling for missing or malformed files, which may cause it to crash if the file isn't present or is invalid.
安装机制
No install spec; the skill is instruction-only with an included small Python script. Nothing is downloaded or extracted, so there is low install risk.
凭证需求
The skill requests no environment variables or credentials and does not perform network operations. Its filesystem access (reading a specific JSON and opening a log file path) is proportional to the stated purpose, though the hard-coded path targets a specific user directory.
持久化与权限
Flags are normal (always:false, user-invocable:true, autonomous invocation allowed). The script will open/create a log file at /home/albion/albion_memory/reflection.log via logging configuration; it does not modify other skills or system config. This file-write is low-privilege but worth noting.
安全有层次,运行前请审查代码。

License

MIT-0

可自由使用、修改和再分发,无需署名。

运行时依赖

无特殊依赖

版本

latestv1.0.02026/4/10

Initial release of Reflection Engine. - Surfaces top recurring conceptual themes from an AI agent’s DreamInsight knowledge graph. - Reads knowledge_graph.json files to extract and count frequent patterns. - Designed for introspection and analysis of AI agent "dreams." - Proven at scale on an autonomous agent (Albion, 31,000+ cycles). - Lightweight, simple setup; requires Python 3 and a valid knowledge graph file.

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安装命令 点击复制

官方npx clawhub@latest install reflection-engine
镜像加速npx clawhub@latest install reflection-engine --registry https://cn.clawhub-mirror.com
数据来源:ClawHub ↗ · 中文优化:龙虾技能库
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