KJ's 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...
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by@tfops22
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
medium confidencePurpose & Capability
The skill's name and description (self-improvement + proactivity) align with the runtime instructions: it explicitly manages local learning and active-state files under ~/self-improving/ and ~/proactivity/. It does not request unrelated credentials or binaries. Note: registry metadata lists an ownerId that does not match the ownerId in the included _meta.json file — a packaging/metadata inconsistency worth checking with the publisher (could be benign but reduces provenance assurance).
Instruction Scope
SKILL.md instructs the agent to create, read, update and persist several files and directories in the user's home directory (e.g., ~/self-improving/*, ~/proactivity/*). This is coherent with the stated purpose, but it is a non-trivial filesystem footprint and creates persistent state on disk. The instructions explicitly forbid storing credentials and external actions without consent, and no external endpoints or secret exfiltration steps are present in the docs.
Install Mechanism
There is no install script or binary downloads; the skill is instruction-only, so nothing is written to disk by an installer beyond the agent's own behavior. This is the lowest-risk install pattern.
Credentials
The skill requires no environment variables, no credentials, and the SKILL.md explicitly states it must not store secrets. The absence of requested credentials is proportional to the skill's local-state-only design.
Persistence & Privilege
The skill persists state to files under the user's home directory and is intended to maintain memory and heartbeat state across sessions. always:false (not force-included) and no elevated system privileges are requested. Persistence of local files is expected for this use case, but users should be aware that data will remain on disk and be read by the agent on subsequent runs.
Assessment
This skill is an instruction-only agent that will create and maintain files in your home directory (~/self-improving/ and ~/proactivity/). It does not ask for credentials or external network access in the provided instructions, and its declared behavior matches its requirements. Before installing or enabling autonomous use: 1) review the repository/source (note the registry ownerId differs from the _meta.json ownerId in the package — verify the publisher), 2) decide whether you are comfortable with the agent storing persistent state on disk and back up any sensitive files, 3) after first run inspect the files it creates to confirm no secrets or unexpected data are stored, and 4) if you plan to allow autonomous invocation, consider limiting that capability until you’ve validated behavior (the skill states it will not act on messages, payments, or deletions without explicit approval). If you need higher assurance, ask the publisher for signed provenance or a canonical release from a known account.Like a lobster shell, security has layers — review code before you run it.
latestvk97eky1vvxceek9dta0pfad2e183s7ed
License
MIT-0
Free to use, modify, and redistribute. No attribution required.
Runtime requirements
🧠 Clawdis
OSLinux · macOS · Windows