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Thinking Protocol
作者
leezongdai
· GitHub ↗
· v2.1.0
· MIT-0
226
总下载
0
收藏
1
当前安装
3
版本数
在 OpenClaw 中安装
/install thinking
功能描述
Thinking-Claude inspired comprehensive thinking protocol with Verification Protocol and Confidence Scoring for OpenClaw agents
安全使用建议
This skill is primarily a set of instructions telling the agent how to think and report confidence. It's coherent and low-risk from a technical-access perspective, but consider the following before installing:
- Chain-of-thought exposure: the skill encourages streaming 'inner monolog' thinking blocks; if your deployment must avoid exposing internal reasoning (privacy, audit, or safety policies), do not enable or modify it to avoid publishing those blocks.
- Verify provenance: registry metadata lists no homepage and the included package.json points to a GitHub repo; if you care about supply-chain provenance, check that repository and confirm the author before trusting the skill in sensitive environments.
- Operational behavior: SKILL-howto mentions auto-injection into system prompts; confirm how your OpenClaw instance loads skills (it may or may not auto-enable this skill). Disable or restrict the skill if you want to avoid automatic behavioral changes across agents.
- Metadata mismatches: minor version mismatch in package.json vs skill metadata and the howto wording vs registry flags — ask the publisher for clarification if you need tight change control.
If you don't need chain-of-thought to be revealed to users, either avoid enabling the thinking-block output or adapt the protocol to produce summaries without verbatim internal monolog.
功能分析
Type: OpenClaw Skill
Name: thinking
Version: 2.1.0
The 'thinking-protocol' skill bundle is a prompt-engineering framework designed to enhance AI reasoning through structured inner monologues, verification steps, and confidence scoring. The bundle consists entirely of Markdown instructions and metadata (SKILL.md, SKILL-examples.md) aimed at improving response quality and transparency; it contains no executable code, network requests, or instructions to exfiltrate sensitive data.
能力评估
Purpose & Capability
The name/description (a thinking/verification/confidence protocol) matches the content of SKILL.md and example files. It requires no binaries, env vars, or config paths — appropriate for an instruction-only behavior-change skill.
Instruction Scope
SKILL.md instructs the agent to produce internal 'thinking' code blocks, verification checkpoints, and confidence scoring. Those instructions stay within the declared purpose (change how the agent reasons and reports). Note: the skill promotes exposing chain-of-thought ('inner monolog'), which can conflict with platform policies or desired secrecy of internal reasoning — this is a design/ privacy consideration rather than an incoherence. Also SKILL-howto asserts auto-loading into the system prompt; registry flags show always:false and no install spec — this is a minor mismatch in operational claims (how it's loaded may depend on platform).
Install Mechanism
There is no install spec and no code files beyond documentation and a package.json. Instruction-only distribution is low-risk and consistent with the stated purpose. package.json references a GitHub repo and has a different version (1.0.0) than the skill metadata (2.1.0) — a minor metadata inconsistency but not malicious.
Credentials
The skill declares no required environment variables, credentials, or config paths and SKILL.md does not request secrets or access to external endpoints — proportional to a reasoning-protocol skill.
Persistence & Privilege
The skill does not request always:true or any special privileges. SKILL-howto mentions injection into the system prompt at session start (typical for a behavior instruction), which is expected for this type of skill. No modifications to other skills or system-wide credentials are requested.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install thinking - 安装完成后,直接呼叫该 Skill 的名称或使用
/thinking触发 - 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
v2.1.0
v2.1: Added Confidence Score System and Uncertainty Declaration for enhanced trust and transparency. Features: 4-level confidence scoring, 5 uncertainty tags, enhanced transparency checklist.
v2.0.0
v2.0: Added Verification Protocol, auto-correction mechanism, domain-specific profiles, enhanced response checklist
v1.0.0
- Initial release of the thinking-protocol skill, inspired by the Thinking-Claude project.
- Introduces a comprehensive, natural-language thinking protocol for OpenClaw agents.
- Emphasizes inner monolog, progressive understanding, error recognition, and pattern recognition.
- Defines a structured yet organic sequence for thought processes and analysis.
- Encourages use of natural thinking phrases and stream-of-consciousness style in responses.
- Installation instructions and license details provided.
元数据
常见问题
Thinking Protocol 是什么?
Thinking-Claude inspired comprehensive thinking protocol with Verification Protocol and Confidence Scoring for OpenClaw agents. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 226 次。
如何安装 Thinking Protocol?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install thinking」即可一键安装,无需额外配置。
Thinking Protocol 是免费的吗?
是的,Thinking Protocol 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Thinking Protocol 支持哪些平台?
Thinking Protocol 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Thinking Protocol?
由 leezongdai(@leezongdai)开发并维护,当前版本 v2.1.0。
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