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muguozi1

Muguozi1 Openclaw Self Improving

by muguozi1 · GitHub ↗ · v1.0.0 · MIT-0
linuxdarwinwin32 ⚠ suspicious
239
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Install in OpenClaw
/install muguozi1-openclaw-self-improving
Description
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
Usage Guidance
This skill is coherent for building a local, persistent 'self‑improving' memory: it will create and read/write files in ~/self-improving/ and may update workspace docs (AGENTS.md, SOUL.md, HEARTBEAT.md) in a non-destructive way. Before installing or enabling it, review the included boundaries.md (it explicitly forbids storing credentials and sensitive categories) and confirm you are comfortable with a persistent local store. Ask the agent to preview the exact file edits it will make, and require explicit consent before it runs any install command (e.g., 'clawhub install proactivity') or before exporting/zipping memory for sharing. If you have sensitive data on the machine, consider running the skill in a restricted workspace or adjust the templates to exclude directories you do not want scanned or stored.
Capability Analysis
Type: OpenClaw Skill Name: muguozi1-openclaw-self-improving Version: 1.0.0 The skill implements a persistent memory system that requires the agent to perform self-modification of its core configuration files (AGENTS.md, SOUL.md) and establish a recurring maintenance loop via HEARTBEAT.md. It creates a state directory in the user's home folder (~/self-improving/) and provides detailed instructions for the agent to autonomously manage, compact, and promote data within this directory. While the documentation (specifically boundaries.md) explicitly prohibits the storage of sensitive information like credentials, the requirement for the agent to alter its own fundamental steering and ensure its own persistence constitutes a high-risk capability without a strictly benign profile.
Capability Assessment
Purpose & Capability
The skill's name and description (self-reflection, learning, memory) align with its requests and behavior: it creates and uses ~/self-improving/ and workspace AGENTS/SOUL/HEARTBEAT snippets for storing corrections, memory, and heartbeat state. No unrelated credentials or binaries are requested.
Instruction Scope
SKILL.md explicitly instructs the agent to read and write files under ~/self-improving/ and to non-destructively edit workspace files (AGENTS.md, SOUL.md, HEARTBEAT.md). That behavior is consistent with a self-improvement memory skill, but it does grant the skill filesystem read/write and the ability to generate exports/archives (e.g., 'Export memory', 'Forget everything' flow). The skill also recommends optionally installing a separate 'Proactivity' skill via 'clawhub install proactivity' only after explicit user consent.
Install Mechanism
There is no automated install spec; this is instruction-first with a local setup flow (mkdir, file templates) and two small example/test scripts. No remote download/install is performed automatically by the skill itself.
Credentials
The skill requests no environment variables, credentials, or external tokens. The only declared config paths (~/self-improving/ and optional workspace files) are appropriate for a persistent local memory feature.
Persistence & Privilege
The skill creates and maintains persistent files under the user's home and updates workspace docs. It does not use 'always: true' and does not request elevated platform privileges, but it does establish a durable local state (memory files, heartbeat state) which the agent will load and modify over time — expected for this purpose but something the user should be aware of.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install muguozi1-openclaw-self-improving
  3. After installation, invoke the skill by name or use /muguozi1-openclaw-self-improving
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Clarified setup flow to support proactive agent follow-through and ensure safer installation behavior. - Improved documentation on memory structure, rules for logging corrections, and self-reflection criteria. - Expanded quick reference and query actions for better usability. - Detailed automatic pattern promotion/demotion and conflict resolution logic. - Added explicit boundaries to prevent accidental handling of credentials or sensitive data.
Metadata
Slug muguozi1-openclaw-self-improving
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Muguozi1 Openclaw Self Improving?

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when... It is an AI Agent Skill for Claude Code / OpenClaw, with 239 downloads so far.

How do I install Muguozi1 Openclaw Self Improving?

Run "/install muguozi1-openclaw-self-improving" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Muguozi1 Openclaw Self Improving free?

Yes, Muguozi1 Openclaw Self Improving is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Muguozi1 Openclaw Self Improving support?

Muguozi1 Openclaw Self Improving is cross-platform and runs anywhere OpenClaw / Claude Code is available (linux, darwin, win32).

Who created Muguozi1 Openclaw Self Improving?

It is built and maintained by muguozi1 (@muguozi1); the current version is v1.0.0.

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