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leezongdai

Thinking Protocol

by leezongdai · GitHub ↗ · v2.1.0 · MIT-0
cross-platform ✓ Security Clean
226
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Install in OpenClaw
/install thinking
Description
Thinking-Claude inspired comprehensive thinking protocol with Verification Protocol and Confidence Scoring for OpenClaw agents
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install thinking
  3. After installation, invoke the skill by name or use /thinking
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Slug thinking
Version 2.1.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 3
Frequently Asked Questions

What is Thinking Protocol?

Thinking-Claude inspired comprehensive thinking protocol with Verification Protocol and Confidence Scoring for OpenClaw agents. It is an AI Agent Skill for Claude Code / OpenClaw, with 226 downloads so far.

How do I install Thinking Protocol?

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

Is Thinking Protocol free?

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

Which platforms does Thinking Protocol support?

Thinking Protocol is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Thinking Protocol?

It is built and maintained by leezongdai (@leezongdai); the current version is v2.1.0.

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