Self Improving Agent.Bak
v1.0.0Captures learnings, errors, and corrections for continuous improvement. Use when: (1) a command fails, (2) user corrects you, (3) user requests a missing cap...
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
Capability signals
These labels describe what authority the skill may exercise. They are separate from suspicious or malicious moderation verdicts.
OpenClaw
Benign
high confidencePurpose & Capability
Name/description (capture learnings, errors, promotions) match the included artifacts: SKILL.md, hook handlers that inject a bootstrap reminder, and scripts to activate/error-detect and extract skills. No extraneous credentials, binaries, or network installs are requested.
Instruction Scope
Runtime instructions and scripts focus on writing/readings under a .learnings folder, injecting a virtual reminder at agent bootstrap, and inspecting CLAUDE_TOOL_OUTPUT for errors. They do not instruct reading unrelated system files or exfiltrating data, but if enabled at a user/global level the hooks will run frequently and could capture whatever is written into .learnings (so avoid logging secrets).
Install Mechanism
No install spec or external downloads. All code is included in the package (hooks and shell scripts); nothing is fetched from external URLs and no archives are extracted.
Credentials
The skill declares no required environment variables or credentials. The error-detector script reads CLAUDE_TOOL_OUTPUT (expected for a PostToolUse hook) which aligns with its purpose. No unrelated secrets or keys are requested.
Persistence & Privilege
always is false and the skill is user-invocable. Hook files can be copied/enabled in OpenClaw, but the package does not demand forced or system-wide persistence nor modify other skills' configs. Note: enabling hooks in user-level settings will make them run for that user/session.
Assessment
This skill appears to do what it says: inject lightweight reminders, detect command errors from CLAUDE_TOOL_OUTPUT, and help scaffold extracted skills. Before installing/activating: 1) Inspect the scripts (activator.sh, error-detector.sh, extract-skill.sh) and hook handler to ensure they match your expectations. 2) Prefer project-level hook configuration (not user/global) to limit how often hooks run. 3) Do not log secrets into .learnings/ (these files may be stored in your workspace and could be visible to other tools). 4) Keep script permissions conservative (chmod +x only after review). 5) If you plan to run extract-skill.sh, note it will create files under a relative ./skills directory (the script prohibits absolute/.. paths). If you want extra assurance, enable the hook in a sandbox workspace first and confirm behavior.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.