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Think Block Leakage

作者 mvogt99 · GitHub ↗ · v1.0.0 · MIT-0
macoslinuxwindows ✓ 安全检测通过
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在 OpenClaw 中安装
/install think-block-leakage
功能描述
Internal reasoning from <think> blocks leaks into the final user-facing reply instead of being stripped.
安全使用建议
This is an instruction-only, low-risk skill whose behavior is coherent with its purpose. Before installing, confirm that: (1) your agent/platform exposes the raw LLM output or a post-generation hook so the skill can inspect and redact leaked reasoning; (2) automatic regeneration or trimming is acceptable for your use case (it can change or remove content the user might expect); and (3) your provider may already offer a separate reasoning channel — in that case the skill may be redundant. If you rely on audit logs or transcripts, be aware the skill will redact or regenerate text, which may affect debugging or record-keeping. No credentials or installs are required.
功能分析
Type: OpenClaw Skill Name: think-block-leakage Version: 1.0.0 The skill bundle consists of documentation and instructions (SKILL.md) designed to help an agent identify and mitigate 'reasoning leakage' where internal LLM thought blocks (e.g., <think> tags) are accidentally exposed to users. There is no executable code, data exfiltration, or malicious prompt injection; the content is entirely focused on improving output formatting and ensuring internal planning remains private.
能力评估
Purpose & Capability
Name/description claim (detect and strip leaked internal reasoning) matches the SKILL.md content. The skill requires no binaries, env vars, or configs that would be unexpected for this purpose.
Instruction Scope
The runtime instructions focus on inspecting raw LLM output for unmatched reasoning tags, redacting or regenerating replies, trimming planning preambles, and tightening prompts. They do not instruct the agent to read unrelated files, transmit data externally, or access unrelated credentials.
Install Mechanism
No install spec or code files are present (instruction-only), so nothing will be written to disk or downloaded. This is the lowest-risk install posture.
Credentials
No environment variables, credentials, or config paths are requested. The skill's operations do not require elevated access or external tokens.
Persistence & Privilege
always is false and the skill is user-invocable; it does not request persistent or cross-skill configuration changes. Autonomous invocation is allowed by platform default but is not combined with broad privileges here.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install think-block-leakage
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /think-block-leakage 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
- Initial release of think-block-leakage. - Detects and describes symptoms of model internal reasoning leaking into user-facing replies. - Provides guidelines for identifying and addressing reasoning tag leaks and planning language in replies. - Recommends prompt refinement and output post-processing to prevent information leakage.
元数据
Slug think-block-leakage
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Think Block Leakage 是什么?

Internal reasoning from <think> blocks leaks into the final user-facing reply instead of being stripped. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 50 次。

如何安装 Think Block Leakage?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install think-block-leakage」即可一键安装,无需额外配置。

Think Block Leakage 是免费的吗?

是的,Think Block Leakage 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Think Block Leakage 支持哪些平台?

Think Block Leakage 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(macos, linux, windows)。

谁开发了 Think Block Leakage?

由 mvogt99(@mvogt99)开发并维护,当前版本 v1.0.0。

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