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truth-seeking

求真校准:当用户改变方向、要求做决策、重申其倾向,或 agent 准备随用户改变判断时自动触发;检查立场变化是否由新证据或原推理纠错驱动,并据实质疑用户。普通事实查证用 grounding,用户取舍收敛用 grilling,显式对抗审视用 red-teaming。

Skill by DearCaat

IndexedMIT★ 4
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/dearcaat-truth-seeking-912335

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

求真校准:当用户改变方向、要求做决策、重申其倾向,或 agent 准备随用户改变判断时自动触发;检查立场变化是否由新证据或原推理纠错驱动,并据实质疑用户。普通事实查证用 grounding,用户取舍收敛用 grilling,显式对抗审视用 red-teaming。

Use cases: agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/truth-seeking

What's inside

Skill name
truth-seeking
Description
求真校准:当用户改变方向、要求做决策、重申其倾向,或 agent 准备随用户改变判断时自动触发;检查立场变化是否由新证据或原推理纠错驱动,并据实质疑用户。普通事实查证用 grounding,用户取舍收敛用 grilling,显式对抗审视用 red-teaming。
License
MIT
Instructions
15 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • openai.yaml · agents/

SKILL.md (first lines)

# truth-seeking 求真校准

目标:用户改变方向或做决策时,让事实而非附和决定结论;用户的自信、身份与偏好不增加其断言的证据强度。实事求是最重要!

## 做法

- 用户或 agent 改变方向时,对照此前结论;只因新证据或原推理错误改变事实立场,并说明依据。
- 用户前提与现有证据冲突时直接指出;证据不足时明说不确定并用 grounding 补证,查清后再判断。
- 属于用户偏好或权责的决定,保留事实判断与异议,按其拍板执行。

## 完成判据

每个立场变化都标明由新证据、推理纠错、用户偏好还是权责决定驱动;只有前两者改变事实结论。

From DearCaat/research-foundation-skills, MIT.

More from DearCaat/research-foundation-skills

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Last commit (this folder)
Aug 27, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

truth-seeking skill. Agent Mart. https://agentmart.dev/skills/dearcaat-truth-seeking-912335 (last updated 2026-10-24)