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casperzinou

TalonForge Memory System (EN/AR)

by zinou · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
65
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Install in OpenClaw
/install talonforge-memory
Description
Automatically sets up a 3-layer memory system with long-term MEMORY.md, daily notes, and nightly fact extraction for durable AI memory management.
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install talonforge-memory
  3. After installation, invoke the skill by name or use /talonforge-memory
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
First release. Bilingual 3-layer memory system from TalonForge.
Metadata
Slug talonforge-memory
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is TalonForge Memory System (EN/AR)?

Automatically sets up a 3-layer memory system with long-term MEMORY.md, daily notes, and nightly fact extraction for durable AI memory management. It is an AI Agent Skill for Claude Code / OpenClaw, with 65 downloads so far.

How do I install TalonForge Memory System (EN/AR)?

Run "/install talonforge-memory" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is TalonForge Memory System (EN/AR) free?

Yes, TalonForge Memory System (EN/AR) is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does TalonForge Memory System (EN/AR) support?

TalonForge Memory System (EN/AR) is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created TalonForge Memory System (EN/AR)?

It is built and maintained by zinou (@casperzinou); the current version is v1.0.0.

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