Self Improvement Tianjin
PassAudited by ClawScan on May 1, 2026.
Overview
This is a coherent self-improvement skill, but it intentionally creates persistent learning/memory context and optional reminders that users should review.
Install only if you want the agent to keep local learning notes and possibly promote them into future-session prompt files. Periodically review those files, avoid storing secrets, and enable the optional hook or inter-session workflows only when you understand their effects.
Findings (4)
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.
Future sessions may act on stored learnings or promoted instructions, even if an entry was wrong or contained sensitive details.
The skill intentionally stores learnings in files that may become future agent context. This is central to the purpose, but persistent context can carry mistaken, sensitive, or over-broad instructions forward.
OpenClaw injects these files into every session: ... AGENTS.md ... SOUL.md ... TOOLS.md ... MEMORY.md ... .learnings/
Review `.learnings/` and promoted files before relying on them; avoid storing secrets, credentials, or unverified instructions.
If the hook is enabled, sessions will automatically receive self-improvement reminders.
The optional hook injects a reminder into agent bootstrap context when enabled. It is disclosed and limited to a reminder, but it is persistent session-start behavior.
event.context.bootstrapFiles.push({ path: 'SELF_IMPROVEMENT_REMINDER.md', content: REMINDER_CONTENT, virtual: true })Enable the hook only if you want this recurring behavior, and disable or remove it if it becomes intrusive.
If used, learnings or transcript content could move between sessions or into sub-agent tasks.
The documentation describes cross-session transcript access, messaging, and sub-agent spawning. These are presented as platform capabilities rather than automatic behavior.
sessions_history ... Read transcript from another session ... sessions_send ... Send message to another session ... sessions_spawn ... Spawn a background sub-agent
Use inter-session tools only with intended sessions and avoid sending sensitive conversation content unless you explicitly want it shared.
Following the manual install path could install code from outside the reviewed registry artifact.
The manual installation instructions point to an external repository. This is user-directed and not automatically executed, but users should verify the repository before installing from it.
git clone https://github.com/peterskoett/self-improving-agent.git ~/.openclaw/skills/self-improving-agent
Prefer the trusted registry source you intended to install from, or inspect the external repository before cloning and enabling hooks.