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TalonForge Memory System (EN/AR)

作者 zinou · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
65
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0
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当前安装
1
版本数
在 OpenClaw 中安装
/install talonforge-memory
功能描述
Automatically sets up a 3-layer memory system with long-term MEMORY.md, daily notes, and nightly fact extraction for durable AI memory management.
安全使用建议
This skill is coherent with its goal of creating a file-based memory system, but it contains a few things you should verify before installing: - Confirm the 'openclaw' CLI exists on your platform and that the openclaw cron add command does what you expect; SKILL.md uses that CLI but the skill does not declare it as required. - Understand what 'Review today's conversations' means in your environment: which transcripts will the cron job access? Does the agent have permission to read all conversation logs? Make sure you are comfortable with the scope and retention of data written to MEMORY.md and memory/YYYY-MM-DD.md. - The cron job runs nightly and acts autonomously — if you want tighter control, either run the extraction manually or remove/modify the scheduled job. Consider testing with dummy data first. - Check the package homepage/source (homepage points to talonforge.xyz) and confirm authorship/trustworthiness if you plan to persist real user data. - If you have sensitive data policies, add clear rules: what to exclude, how long to keep memories, and how to redact secrets. If you cannot verify these points, treat the skill as high-privacy-risk and do not enable its nightly cron or autonomous invocation until you audit its behavior.
功能分析
Type: OpenClaw Skill Name: talonforge-memory Version: 1.0.0 The skill is a productivity tool designed to help an AI agent maintain long-term memory through a structured 3-layer system (MEMORY.md, daily logs, and a cron job). All instructions in SKILL.md and the cron job configuration are transparently aligned with the stated purpose of information retention and organization, with no evidence of data exfiltration, malicious execution, or unauthorized persistence.
能力评估
Purpose & Capability
The stated purpose (create MEMORY.md, daily notes, and nightly extraction) aligns with the instructions. However SKILL.md invokes the 'openclaw' CLI (openclaw cron add) but the skill declares no required binaries — that's an operational inconsistency. package.json claims bilingual EN/AR, but SKILL.md is English only. These are plausible oversights but should be clarified.
Instruction Scope
The runtime instructions instruct an autonomous nightly job to 'Review today's conversations. Extract durable facts...' but do not specify which conversation sources, scope limits, retention, or redaction rules. That is broad and could cause the agent to aggregate sensitive user data into persistent files. The cron command text is open-ended and gives the agent wide latitude to read and store conversational content.
Install Mechanism
This is an instruction-only skill with no install spec and no code to be downloaded or executed, which is low risk from an install/execution perspective.
Credentials
The skill requests no environment variables or credentials (proportionate). However, it will create persistent local files (MEMORY.md and daily notes) that may contain sensitive information; the skill does not declare retention or access controls for those files.
Persistence & Privilege
The skill sets up a recurring cron job (nightly extraction) which gives it ongoing autonomous actions. While always:false, the scheduled autonomous extraction plus the open-ended instruction to review conversations increases privacy/privilege risk and should be reviewed before enabling.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install talonforge-memory
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /talonforge-memory 触发
  4. 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
First release. Bilingual 3-layer memory system from TalonForge.
元数据
Slug talonforge-memory
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

TalonForge Memory System (EN/AR) 是什么?

Automatically sets up a 3-layer memory system with long-term MEMORY.md, daily notes, and nightly fact extraction for durable AI memory management. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 65 次。

如何安装 TalonForge Memory System (EN/AR)?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install talonforge-memory」即可一键安装,无需额外配置。

TalonForge Memory System (EN/AR) 是免费的吗?

是的,TalonForge Memory System (EN/AR) 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

TalonForge Memory System (EN/AR) 支持哪些平台?

TalonForge Memory System (EN/AR) 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 TalonForge Memory System (EN/AR)?

由 zinou(@casperzinou)开发并维护,当前版本 v1.0.0。

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