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Install in OpenClaw
/install memory-lesson-manager
Description
结构化学习记录与技能提取工具（V2.0）。用于记录错误/纠正/决策/项目/人员，支持 HOT/WARM/COLD 三层自动分层、状态恢复、技能提取。触发词：记录学习、提取技能、创建学习条目、晋升学习、归档条目。
Usage Guidance
This skill operates on your local workspace and will create, move, append to and (in migration examples) remove files/directories. Recommended precautions before running: 1) Make a full backup of your memory/ directory as the docs instruct; 2) Run scripts with --dry-run first (many scripts support it) to preview changes; 3) Inspect the scripts yourself to ensure their behavior is acceptable in your environment (they use mv, cp, sed, grep, find, stat); 4) Avoid running these scripts as root or from a system-critical directory; 5) Note migration-guide contains example rm -rf commands — do not run those unless you understand and intend their effects. If you want extra assurance, test the skill in a disposable workspace copy first.
Capability Assessment
Purpose & Capability
The name/description (memory lesson manager) matches the provided scripts and docs. The scripts implement initialization, validation, semantic linking, promotion, archival and extracting lessons-to-skills — all coherent with the declared purpose.
Instruction Scope
SKILL.md and scripts instruct the agent/user to create, move, update and archive files under the workspace (memory/, skills/, state/). This is in-scope, but the scripts will modify and move user files (mv, sed, cp, rm in migration guide examples). The docs repeatedly recommend backing up before migration and most scripts provide --dry-run; users should be aware these operations change on-disk content.
Install Mechanism
No install specification is provided (instruction-only). The bundle includes pure shell scripts; nothing is downloaded from external URLs or installed automatically.
Credentials
The skill requires no environment credentials or config paths. A couple of scripts accept optional environment variables (OPENCLAW_WORKSPACE/CLAW_WORKSPACE) to locate the workspace — this is reasonable and minimal for a filesystem-focused tool.
Persistence & Privilege
always is false and the skill is user-invocable. The skill does modify files within the user's workspace (its intended domain) but does not request system-wide privileges, alter other skills' configs, or insist on permanent injection.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memory-lesson-manager - After installation, invoke the skill by name or use
/memory-lesson-manager - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
Version 2.0.0 introduces major enhancements with a new multi-layered memory and skill extraction system.
- Adds automatic HOT/WARM/COLD three-layer memory structure for lesson management.
- New scripts: semantic search (search-lessons.sh) and diary auto-linking (link-diary-lessons.sh).
- Improved skill extraction and promotion based on usage frequency.
- Simplified, date-based ID format enhances readability and concurrency safety.
- Provides explicit migration guidance and backup steps for existing users.
Metadata
Frequently Asked Questions
What is Memory Lesson Manager?
结构化学习记录与技能提取工具（V2.0）。用于记录错误/纠正/决策/项目/人员，支持 HOT/WARM/COLD 三层自动分层、状态恢复、技能提取。触发词：记录学习、提取技能、创建学习条目、晋升学习、归档条目。 It is an AI Agent Skill for Claude Code / OpenClaw, with 86 downloads so far.
How do I install Memory Lesson Manager?
Run "/install memory-lesson-manager" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memory Lesson Manager free?
Yes, Memory Lesson Manager is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Memory Lesson Manager support?
Memory Lesson Manager is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memory Lesson Manager?
It is built and maintained by tank2737 (@tank2737); the current version is v2.0.0.
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