LLMBooster
PassAudited by ClawScan on May 1, 2026.
Overview
LLMBooster appears to be a disclosed local thinking-framework skill with no evidence of credential access, network exfiltration, destructive actions, or hidden automation.
This skill looks safe for its stated purpose: it mainly adds a structured reasoning workflow. Be aware that /booster commands run local Python and may update a small stats file, and broad trigger phrases may make the assistant use the framework more often.
Findings (3)
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.
Using /booster commands may execute the skill's local Python files to show status or update settings.
The /booster command path runs local Python code from the installed skill directory. This is disclosed and limited to command handling, but users should know the skill is not purely prompt text when CLI commands are used.
cd ~/.openclaw/workspace/skills/llmbooster && python3 -c "..."
Install only if you are comfortable with this local command execution, and use /booster commands intentionally.
The skill's CLI features may fail or behave differently on systems without python3, despite the metadata not declaring that dependency.
The metadata declares no required binaries, while SKILL.md documents a python3 command for /booster handling. This is an under-declared runtime dependency rather than evidence of malicious behavior.
Required binaries (all must exist): none
Treat the Python-based CLI as optional local functionality, and verify python3 availability if you plan to use /booster commands.
The skill can leave a small local record of usage statistics across sessions.
The skill writes persistent local statistics, including task count, last-used timestamp, and thinking depth. The stored data is limited and purpose-aligned.
self.STATS_FILE.write_text(json.dumps(data, indent=2))
If you do not want usage statistics retained, review or delete booster_stats.json periodically.