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mvogt99

Think Block Leakage

by mvogt99 · GitHub ↗ · v1.0.0 · MIT-0
macoslinuxwindows ✓ Security Clean
50
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1
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Install in OpenClaw
/install think-block-leakage
Description
Internal reasoning from <think> blocks leaks into the final user-facing reply instead of being stripped.
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install think-block-leakage
  3. After installation, invoke the skill by name or use /think-block-leakage
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Slug think-block-leakage
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Think Block Leakage?

Internal reasoning from <think> blocks leaks into the final user-facing reply instead of being stripped. It is an AI Agent Skill for Claude Code / OpenClaw, with 50 downloads so far.

How do I install Think Block Leakage?

Run "/install think-block-leakage" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Think Block Leakage free?

Yes, Think Block Leakage is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Think Block Leakage support?

Think Block Leakage is cross-platform and runs anywhere OpenClaw / Claude Code is available (macos, linux, windows).

Who created Think Block Leakage?

It is built and maintained by mvogt99 (@mvogt99); the current version is v1.0.0.

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