Self Improving Local
v1.0.0Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
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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 skill claims to implement self-reflection, learning, and a local memory system and the runtime instructions match that purpose: creating ~/self-improving, managing memory.md/corrections.md/heartbeat-state.md, and loading/saving per-project/domain notes. There are no unrelated credential or binary requirements.
Instruction Scope
The SKILL.md instructs the agent to read and write files in the user's home directory (~/self-improving/) and to update workspace files (AGENTS.md, SOUL.md, HEARTBEAT.md). Those actions are coherent with the feature, but they are persistent filesystem and workspace modifications — the user should expect the skill to create and modify local files. The skill also instructs the agent to run 'clawhub install proactivity' only after explicit user approval; this is an optional network operation outside the core skill.
Install Mechanism
There is no install spec and no code files — this is instruction-only. That minimizes supply-chain risk. The only install-like action is an optional user-approved 'clawhub install proactivity' command referenced in setup; the skill itself does not include downloads or extract steps.
Credentials
The skill requests no environment variables, no secrets, and no special binaries. Metadata references a config path (~/self-improving/) which is proportional to a local memory system. No unrelated credentials or system paths are requested.
Persistence & Privilege
The skill intentionally creates persistent local state (~/self-improving/) and will load memory.md (HOT) on session start. always:false (normal). Although this persistence is expected for the feature, it means the skill will retain long-term data on disk and modify workspace steering files; users should be aware and be comfortable with an agent writing to their home and project files.
Assessment
What to consider before installing: (1) This is an instruction-only skill that will create and maintain a folder at ~/self-improving and will read/write files there (memory.md, corrections.md, heartbeat-state.md, index.md, etc.). Back up any existing files with the same paths if you care about them. (2) The skill also suggests non-destructive edits to workspace files (AGENTS.md, SOUL.md, HEARTBEAT.md); review diffs after first run to confirm it only inserts the intended snippets. (3) It may propose installing a companion 'Proactivity' skill via 'clawhub install proactivity' — that is a separate network install and should only be allowed if you trust that companion. (4) No credentials or external endpoints are requested by this skill, and there are no bundled downloads, which reduces supply-chain risk. (5) If you want stricter control, run the setup steps manually rather than permitting the agent to modify files autonomously, and keep the skill in Passive mode (as the setup recommends).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