lc198707/anti-lie/skill
Claude Code and agent skill by lc198707/anti-lie
- community
Checking that the SKILL.md file is still in the repository.
Use when audited OpenClaw conversations or outgoing Feishu/Slack/channel messages contain concrete business numbers such as revenue, percentages, stock prices, contract values, costs, market share, or funding and need evidence checks plus red/yellow/green audit stamps after sends.
Install
npx vskill@latest install lc198707/anti-lie/skillSKILL.md
Anti-Lie V0.1.0-rev13 Skill
Installs the Anti-Lie verifier, OpenClaw hook, and shadow worker so outbound channel messages with concrete business claims are checked for evidence and stamped with PASS/WARN/BLOCK-style audit tails.
何时使用本 Skill
Activate this skill when the user or workspace mentions:
- anti-lie, anti lie, audit stamp, 红黄绿审计, 小尾巴, anti-lie verify
- outgoing OpenClaw channel messages to Feishu, Slack, Discord, Telegram, or similar need evidence review
- concrete business numbers need receipts before sending: revenue, 营收, costs, percentages, growth rates, stock prices, contract values, funding, market share
- installing, verifying, repairing, rolling back, or uninstalling the anti-lie V4.4-rev5 hook/service on Linux or macOS nodes
Do not use it for general fact checking without OpenClaw outbound-message audit needs.
一键安装(顶层 install.sh)
From this skill directory:
Useful options:
The wrapper checks Python >=3.10, OpenClaw config, backs up current hooks to ~/.openclaw/.anti-lie-backup-<timestamp>/, dispatches to package/_install-linux.sh on Linux or package/_install-macos.sh on macOS, then runs verify.sh.
自检(verify.sh)
verify.sh checks package structure, Python/Node/OpenClaw prerequisites, service health for the host OS, /healthz, a neutral /verify call, and the bundled 13-case acceptance suite when the service is running.
Expected installed-state result: 13/13 acceptance PASS from the packaged verifier plus an overall success line.
卸载(uninstall.sh)
This stops Linux systemd user units or macOS launchd agents, kills the shadow worker/server processes, removes the installed anti-lie hook, and restores the newest ~/.openclaw/.anti-lie-backup-* hooks backup when present.
配置
Environment variables used by the installer/runtime:
| Variable | Purpose | Default / Example | |
|---|---|---|---|
ANTI_LIE_PORT | verifier service port | 17600 | |
ANTI_LIE_VERIFY_URL | hook/worker verifier URL | http://127.0.0.1:17600/verify | |
ANTI_LIE_SENTINEL_TARGET | target for audit-tail delivery | node/channel specific | |
ANTI_LIE_TAIL_FALLBACK_MS | fallback wait before tail delivery | 30000 | |
FEISHU_APP_ID | Feishu app ID for tail delivery | node specific | |
FEISHU_APP_SECRET | Feishu app secret | node specific | |
FEISHU_OPEN_ID | Feishu recipient open_id | node specific | |
FEISHU_CHAT_ID | Feishu recipient chat_id | node specific |
See docs/INSTALL-GUIDE.md for the full node-by-node manual and troubleshooting commands.
故障排查
Q1: Python <3.10 fails
Install Python 3.10+ first. macOS usually uses brew install python@3.11; Linux depends on the distribution package manager. Then rerun with --python=/path/to/python3 if needed.
Q2: Port 17600 is occupied
Use another port consistently:
Q3: Service starts but health check fails
Linux: inspect systemctl --user status anti-lie-verify.service --no-pager and /tmp/verify_server-systemd.log. macOS: inspect launchctl print gui/$(id -u)/ai.openclaw.anti-lie-verify and ~/Library/Logs/anti-lie/verify-server.log.
Q4: Outgoing messages get no audit tail
Check the shadow worker and logs:
Q5: Inbound user messages are audited
That indicates an old hook is still active. Reinstall this rev5 skill and confirm the active handler matches the package under hooks/anti-lie-verify/handler.js.
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskill/SKILL.md
Popularity
- Repository stars
- 68
- Repository forks
- 4
- 7-day trend score
- 21
Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 19 May 2026, 5 months ago.
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