Self-Improving Proactive Agent
v1.0.0A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov...
⭐ 6· 7.2k·69 current·70 all-time
by@yueyanc
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
The name/description (self-improvement + proactivity) match the instructions: reading and maintaining local memory and session-state files under ~/self-improving/ and ~/proactivity/. There are no unrelated environment variables, binaries, or external services requested that would be out of scope for this purpose.
Instruction Scope
The SKILL.md explicitly instructs the agent to read and write files under ~/self-improving/ and ~/proactivity/ and (optionally) workspace files like AGENTS.md, SOUL.md, etc. This is coherent with the stated purpose but worth noting: the skill will create and modify files in the user's home/workspace. The instructions avoid network calls and do not ask for secrets; they also state hard boundaries (require user consent for external actions).
Install Mechanism
No install spec, no code files, and no downloads. Instruction-only skills are the lowest-risk install profile since nothing is written to disk by an installer beyond what the agent itself chooses to create according to SKILL.md.
Credentials
No environment variables, no credentials, and no config paths outside the skill's own documented data directories are required. The metadata's configPaths point to the home subdirectories the skill uses, which is expected for a local-state skill.
Persistence & Privilege
always is false and the skill does not request special platform privileges. It will persist local state in its own directories, which is appropriate for its function. Note that autonomous invocation (model-invocation enabled by default) could let the agent update these files without each-time user prompting—this is platform normal but worth being aware of.
Assessment
This skill is internally consistent and doesn't ask for credentials or network access, but it will create and maintain files in ~/self-improving/ and ~/proactivity/ (and may propose workspace integration files). Before installing, consider: (1) Are you comfortable the agent will write state to your home directory? (2) Back up or inspect those folders after first use to verify contents. (3) If you prefer tighter control, run with autonomous invocation disabled or restrict where the agent may write files (e.g., point the skill to a dedicated directory). If you want to be extra cautious, review the files the skill creates and any proposed workspace integrations before accepting them.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.
Runtime requirements
🧠 Clawdis
OSLinux · macOS · Windows