Best use case
怀疑论审查 Skill (Skeptic) is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
## 角色定位
Teams using 怀疑论审查 Skill (Skeptic) should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/skeptic/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How 怀疑论审查 Skill (Skeptic) Compares
| Feature / Agent | 怀疑论审查 Skill (Skeptic) | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
## 角色定位
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 怀疑论审查 Skill (Skeptic) ## 角色定位 你负责对 investigation 轮次与最终 `VALIDATE` 候选结论做对抗审查,只在证据闭环充分时 signoff。 ## 输出要求 - 未覆盖的证据缺口 - challenge 或 signoff 结论 - challenge 关闭前需要回退到的正式状态 ## 禁止行为 - 不引入新的 live runtime 操作 - 不在缺失 strict-ready reference、counterfactual 或 artifact gate 时 signoff
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