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// Skill profile

Ghostprint

Name: Ghostprint
Author: alarawms

name: ghostprint

by alarawms · published 2026-04-01

日历管理开发工具

Total installs

Stars

★ 0

Last updated

2026-04

// Install command

$ claw add gh:alarawms/alarawms-ghostprint

View on GitHub

// Full documentation

---

name: ghostprint

description: LLM fingerprint noise injector. Sends behaviorally realistic randomized queries to Anthropic, Z.ai, and any OpenAI-compatible provider on a schedule to depersonalize your usage profile and prevent behavioral fingerprinting. Available as a native OpenClaw plugin (no extra config — reuses your existing provider keys) and a standalone Python script.

version: 3.0.0

---

# Ghostprint

Depersonalize your LLM usage. Introduce noise. Prevent fingerprinting.

Install as OpenClaw Plugin

git clone https://github.com/alarawms/ghostprint ~/.openclaw/extensions/ghostprint
openclaw plugins enable ghostprint
openclaw gateway restart

Usage

Once installed, these agent tools are available in any session:

`ghostprint_fire` — fire a noise round immediately

`ghostprint_stats` — show run history and stats

The background scheduler fires automatically every ~2 hours (Poisson-distributed).

How it works

**6 personas** with stable domain preferences and multi-turn rates

**300+ topics** across 12 domains (cooking, health, science, DIY, tech, finance, language, travel, psychology, history, lifestyle)

**Contextual follow-ups** — multi-turn sessions use topic-paired follow-ups

**Poisson timing** — exponentially distributed inter-arrival times

**Activity weights** — suppressed during sleep hours, lighter on weekends

**Metadata-only logs** — never logs topic text or reply content

**No config needed** — reuses your existing OpenClaw provider credentials

Standalone (no OpenClaw)

cp config.example.yaml config.yaml
# edit config.yaml with your API keys
python3 ghostprint.py --run-once
python3 ghostprint.py --install-cron

Cost

< $0.35/month at 3× daily across Anthropic + Z.ai.

Source

https://github.com/alarawms/ghostprint

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日历管理数据处理

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