Self Improving Agent 1.0.0
ReviewAudited by ClawScan on May 10, 2026.
Overview
This instruction-only skill is purpose-aligned, but it can persist unredacted error/conversation details and modify project-level agent memory without explicit review.
Install only if you are comfortable with the agent writing persistent learning files in your project. Review entries before they are saved, redact secrets and private data, and require explicit approval before anything is promoted to CLAUDE.md or AGENTS.md.
Findings (2)
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.
Sensitive information could be saved into project files and later read by agents or accidentally committed/shared.
The skill directs the agent to persist raw error output, inputs, parameters, and environment details. These can contain secrets, private paths, customer data, or sensitive operational details, and the artifact does not include redaction or approval guidance.
Actual error message or output ... Command/operation attempted ... Input or parameters used ... Environment details if relevant
Require review and redaction before writing learning entries, avoid storing secrets or personal data, and consider adding `.learnings/` to `.gitignore` unless the user intentionally wants to share it.
Incorrect or poisoned learnings could become standing instructions for future agent sessions and cause repeated mistakes or unsafe automation.
The skill tells the agent to write distilled learnings into persistent project memory files that can influence future agent behavior, but it does not require explicit user confirmation or validation before modifying those files.
When a learning is broadly applicable ... promote it to permanent project memory ... CLAUDE.md ... AGENTS.md ... Add to appropriate section in target file
Only modify CLAUDE.md or AGENTS.md after showing the user a diff and receiving explicit approval; keep entries factual, scoped, and reversible.