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Reflection Engine
作者
albionaiinc-del
· GitHub ↗
· v1.0.0
· MIT-0
114
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版本数
在 OpenClaw 中安装
/install reflection-engine
功能描述
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...
安全使用建议
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 protections to avoid crashes on missing/invalid files; (4) be aware it creates/uses /home/albion/albion_memory/reflection.log — change the path if you don't want files written there. No network calls or credentials are used, so risk is low, but always run third-party code in a controlled environment until you trust it.
功能分析
Type: OpenClaw Skill
Name: reflection-engine
Version: 1.0.0
The skill is a straightforward text analysis tool that processes a local JSON file to identify word frequencies in 'DreamInsight' entities. The code in tool.py uses standard libraries, lacks network or shell execution capabilities, and strictly follows the functionality described in SKILL.md without any evidence of malicious intent or prompt injection.
能力评估
Purpose & Capability
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.
Instruction Scope
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.
Install Mechanism
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.
Credentials
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.
Persistence & Privilege
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.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install reflection-engine - 安装完成后,直接呼叫该 Skill 的名称或使用
/reflection-engine触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
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.
元数据
常见问题
Reflection Engine 是什么?
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... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 114 次。
如何安装 Reflection Engine?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install reflection-engine」即可一键安装,无需额外配置。
Reflection Engine 是免费的吗?
是的,Reflection Engine 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Reflection Engine 支持哪些平台?
Reflection Engine 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Reflection Engine?
由 albionaiinc-del(@albionaiinc-del)开发并维护,当前版本 v1.0.0。
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