← Back to Skills Marketplace
utromaya-code

Self Improver Lite

by utromaya-code · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
114
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install self-improver-lite-ai
Description
Runs lightweight self-audits of OpenClaw behavior, finds repeated failures, proposes safe config/process improvements, and tracks what changed. Use after inc...
Usage Guidance
This skill appears to do what it says: read recent service status/logs, identify recurring failures, and propose or perform small, reversible fixes (e.g., session cleanup, gateway restart, safe config tweaks). Before installing or running it in production: (1) Confirm where the agent will run and whether it has systemd/journalctl access; (2) Require explicit user approval for any restart, config edit, or cleanup action (the SKILL.md's 'auto-allowed' list should be enforced by the platform, not left to the skill); (3) Ensure backups and rollback paths exist and are tested; (4) Restrict the agent's ability to read broader logs or sensitive files beyond the service units it needs; (5) Run initially in a staging environment to validate the decision thresholds and outputs. If you want stronger guarantees, ask the developer to replace vague rules ('low-risk fixes') with explicit, auditable command lists and per-action confirmation prompts.
Capability Analysis
Type: OpenClaw Skill Name: self-improver-lite-ai Version: 1.0.0 The 'self-improver-lite' skill (SKILL.md) requests high-privilege system access, including reading system logs via 'journalctl' and managing services via 'systemctl'. It is designed to automatically modify its own configuration and restart the gateway service. While these actions are aligned with the stated goal of self-maintenance and include guardrails against exposing secrets, the broad system-level permissions and autonomous modification of its own execution environment represent a significant security risk.
Capability Assessment
Purpose & Capability
The name and description promise lightweight self-audits and safe, minimal changes; the SKILL.md only asks for collecting service status/logs, grouping failures, proposing fixes, and applying low-risk changes such as session cleanup and service restarts — all consistent with a self-improvement/audit tool for an OpenClaw deployment.
Instruction Scope
The runtime instructions are focused on relevant artifacts (systemctl is-active and journalctl -u for the gateway service) and produce structured outputs (grouping, templates). However, the guidance is high-level in places: it authorizes 'apply only low-risk fixes automatically' and lists allowed automatic changes without precise, auditable commands or decision thresholds. That vagueness gives the agent discretionary power over restarts, session cleanup, and config tuning unless the platform enforces confirmation/limits.
Install Mechanism
Instruction-only skill with no install spec and no code files — lowest-risk delivery model. Nothing is downloaded or written to disk by the skill itself.
Credentials
The skill declares no credentials or env vars (proportional). But it implicitly requires access to systemd/journalctl and permission to restart services or edit runtime config to apply fixes. Those are reasonable for an on-host self-audit tool but are privileged operations that should be explicitly authorized and constrained by the user or platform.
Persistence & Privilege
always:false and no install means the skill won't be force-included, which is appropriate. The skill does assume the ability to perform system-level actions during runs; because agents can invoke skills autonomously by default, ensure per-action approvals or conservative autonomy settings so restarts and cleanup are not performed unexpectedly.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install self-improver-lite-ai
  3. After installation, invoke the skill by name or use /self-improver-lite-ai
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Self-improver-lite 1.0.0: Initial release focused on safe, lightweight self-auditing and improvement for OpenClaw reliability. - Automatically audits bot incidents or on schedule, grouping and analyzing failures. - Proposes and applies minimal-risk improvements (e.g., session cleanup, gateway restarts) with clear rollback. - Requires user approval for high-impact, API, or destructive operations. - Provides a structured weekly audit and improvement tracking template. - Emphasizes guardrails: no secrets in reports, safe config management, and one change per cycle.
Metadata
Slug self-improver-lite-ai
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Self Improver Lite?

Runs lightweight self-audits of OpenClaw behavior, finds repeated failures, proposes safe config/process improvements, and tracks what changed. Use after inc... It is an AI Agent Skill for Claude Code / OpenClaw, with 114 downloads so far.

How do I install Self Improver Lite?

Run "/install self-improver-lite-ai" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Self Improver Lite free?

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

Which platforms does Self Improver Lite support?

Self Improver Lite is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Self Improver Lite?

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

💬 Comments