Learning Capture
PassAudited by VirusTotal on May 7, 2026.
Overview
Type: OpenClaw Skill Name: self-improving-agent1 Version: 1.0.2 The 'learning-capture' skill is a productivity tool designed to log agent errors, user corrections, and project-specific notes into a local `.learnings/` directory. The instructions in SKILL.md and README.md are explicitly defensive, mandating the redaction of sensitive data (credentials, tokens) and requiring user approval before modifying any core agent configuration files. No network activity, data exfiltration, or unauthorized execution patterns were identified.
Findings (0)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Notes written by the agent may remain in the project and influence future agent behavior.
The skill creates persistent project notes that may be consulted in future work, which is a form of memory. The artifacts also show mitigating controls: project scoping, redaction, and requiring approval before turning notes into durable instructions.
Prefer project-scoped `.learnings/` files... Treat every promotion to long-term instructions as a proposal first.
Review `.learnings/` periodically, keep sensitive details out of notes, and only approve promotion into long-term instructions when the note is accurate and useful.