Individual skill

santa-method

具有收敛循环的多智能体对抗验证。两个独立的审查代理必须都通过,输出才能发送。

docs/zh-CN/skills/santa-method/SKILL.md

Read pinned source

Source commit b38be6a7f6350964d59328b52f0624e1d1d552d1

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 3, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
299,156
Repository last updated
Nov 6, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# 圣诞老人方法

多智能体对抗验证框架。列个清单,检查两遍。如果行为不端,就修正直到表现良好。

核心洞察:单个智能体审查自身输出时,会共享产生该输出的相同偏见、知识盲区和系统性错误。两个没有共享上下文的独立审查者可以打破这种故障模式。

## 何时激活

在以下情况调用此技能:

* 输出将被发布、部署或供最终用户使用
* 必须强制执行合规、监管或品牌约束
* 代码未经人工审查即投入生产
* 内容准确性至关重要(技术文档、教育材料、面向客户的文案)