anti-sycophancyThree-layer sycophancy defense based on ArXiv 2602.23971. Use /anti-sycophancy install to deploy all layers, or manage individually via install-claude-code /...
Install via ClawdBot CLI:
clawdbot install 0xcjl/anti-sycophancyGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/0xcjl/openclaw-playbook/blob/main/docs/003-sycophancy-prompt-Uses known external API (expected, informational)
arxiv.orgAudited Apr 16, 2026 · audit v1.0
Generated May 12, 2026
产品经理向AI助手提出一个产品方案,AI助手启用反谄媚防御,自动质疑假设、提出边界条件和风险,帮助产品经理发现潜在问题。
开发者请求AI助手审查代码,AI助手采用批判性策略,提供反例和性能、安全性方面的考量,避免盲从。
研究人员提出一个科学假设,AI助手先质疑前提,要求提供证据,并提出替代解释,促进严谨思考。
管理者咨询一个业务决策,AI助手先列出决策依赖的前提条件和潜在风险,再给出分析,避免确认偏误。
企业订阅AI助手高级版,集成反谄媚技能,用于内部决策评审、战略分析等,提升决策质量。
将反谄媚技能作为插件集成到IDE或代码审查工具中,提供付费的专业版本,增强代码质量。
在线教育平台引入该技能,帮助学员培养批判性思维,作为高级课程或认证的附加服务收费。
💬 Integration Tip
部署前先测试Layer 1 Hook与Claude Code的兼容性;建议先在单一项目上试用,逐步推广至全员。
Scored May 12, 2026
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