← Back to Skills Marketplace
Self Improving Agent 3.0.6
by
Raidan Pro
· GitHub ↗
· v1.0.0
· MIT-0
105
Downloads
0
Stars
9
Active Installs
1
Versions
Install in OpenClaw
/install self-improving-agent-3-0-6
Description
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Usage Guidance
This skill appears to do what it says (log learnings), but it asks you to create and modify files under ~/.openclaw, enable hooks, and (optionally) clone a third‑party GitHub repo. Before installing or enabling hooks: 1) Inspect the GitHub repo and any hook scripts for unexpected behavior; don't run them blindly. 2) Decide whether logs (.learnings/*, promoted files) could contain secrets or PII — redact or exclude sensitive data and add gitignore rules before promoting into a repo. 3) Be cautious with inter-session features (sessions_history, sessions_send) since they access other session transcripts. 4) If you want only ephemeral logging, avoid enabling persistent hooks or automatic promotion steps. If you want me to, I can list specific files/paths mentioned in the skill and sketch a safer installation checklist.
Capability Analysis
Type: OpenClaw Skill
Name: self-improving-agent-3-0-6
Version: 1.0.0
The skill bundle implements a 'self-improvement' loop that instructs the agent to modify its own persistent instruction files (e.g., SOUL.md, AGENTS.md) based on session interactions, which creates a high risk for persistent prompt injection. Furthermore, SKILL.md references several shell scripts (scripts/activator.sh, scripts/error-detector.sh, and scripts/extract-skill.sh) that are not included in the provided files, preventing a full security review of the execution logic. The requested capabilities, including broad filesystem access and inter-session communication (sessions_history, sessions_send), are powerful and could be easily repurposed for unauthorized data access or persistence.
Capability Assessment
Purpose & Capability
The name/description (self-improvement via logging) matches the instructions to append entries to .learnings and promote learnings to workspace files. This behavior is expected for a logging/self-improvement skill. However, the skill metadata declares no required config paths or install steps while the instructions assume an OpenClaw workspace (~/.openclaw/workspace) and hooks directory — a minor mismatch.
Instruction Scope
SKILL.md tells the agent/user to create and write to ~/.openclaw/workspace/.learnings and to copy/enable hooks under ~/.openclaw/hooks; it also references inter-session primitives (sessions_list, sessions_history, sessions_send, sessions_spawn). These actions imply reading/writing session transcripts and cross-session sharing which can expose sensitive conversation content and modify user config. The skill's instructions permit broad file writes and promotion of entries into project files (CLAUDE.md, AGENTS.md, .github/copilot-instructions.md), which could unintentionally commit secrets into a repo.
Install Mechanism
There is no automated install spec (instruction-only). The manual install suggestions include git clone from a GitHub repo (pskoett/pskoett-ai-skills). That is a typical pattern but cloning and copying hooks from an external repo pulls code/scripts from a third party and should be reviewed before running; no hashes or trusted release sources are provided.
Credentials
The skill declares no required environment variables or credentials, which is appropriate. However, the logging workflow encourages capturing runtime errors and conversation context; users should be aware that logs may include secrets, tokens, or PII unless the skill explicitly redacts them (it does not).
Persistence & Privilege
The instructions walk the user through enabling a hook (openclaw hooks enable self-improvement) and copying hook files into ~/.openclaw/hooks, which establishes persistent behavior that runs across sessions. The skill metadata does not declare this persistence or config path requirements. Persistent hooks that share learnings across sessions enlarge the blast radius if sensitive data is logged or if hooks execute code from an external repo.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install self-improving-agent-3-0-6 - After installation, invoke the skill by name or use
/self-improving-agent-3-0-6 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the self-improving-agent skill for OpenClaw and generic agent environments:
- Provides a standardized workflow and markdown templates for logging errors, learnings, and feature requests.
- Outlines clear procedures for promoting important learnings to persistent project memory files (AGENTS.md, SOUL.md, TOOLS.md, etc).
- Offers detailed logging formats and metadata standards for learnings, errors, and feature requests.
- Includes both OpenClaw-specific and generic agent setup instructions.
- Describes session-to-session communication and optional hook integration for better workflow reminders.
Metadata
Frequently Asked Questions
What is Self Improving Agent 3.0.6?
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau... It is an AI Agent Skill for Claude Code / OpenClaw, with 105 downloads so far.
How do I install Self Improving Agent 3.0.6?
Run "/install self-improving-agent-3-0-6" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self Improving Agent 3.0.6 free?
Yes, Self Improving Agent 3.0.6 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Self Improving Agent 3.0.6 support?
Self Improving Agent 3.0.6 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Self Improving Agent 3.0.6?
It is built and maintained by Raidan Pro (@raidan-ai); the current version is v1.0.0.
More Skills