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Sequential Thinking
作者
aiwithabidi
· GitHub ↗
· v1.0.0
2064
总下载
0
收藏
27
当前安装
1
版本数
在 OpenClaw 中安装
/install sequential-thinking
功能描述
Structured reasoning through sequential thinking — break complex problems into steps, solve each independently, verify consistency, synthesize conclusions wi...
安全使用建议
This skill is coherent with its purpose, but be aware that all questions and intermediate reasoning are sent to OpenRouter (so do not include secrets or private data in prompts). Ensure you trust the OpenRouter service and the holder of OPENROUTER_API_KEY; rotate the key if it is shared. Install the requests Python package in a controlled environment (pip install requests). Review the script if you need to limit which model names are allowed (the --model flag accepts arbitrary model identifiers) to reduce the risk of accidentally using an untrusted model endpoint. Finally, test the skill with non-sensitive inputs first to confirm behavior and outputs.
功能分析
Type: OpenClaw Skill
Name: sequential-thinking
Version: 1.0.0
The sequential-thinking skill is a legitimate implementation of a multi-step reasoning wrapper for the OpenRouter API. The Python script (scripts/sequential_think.py) performs structured LLM calls to decompose, solve, verify, and synthesize answers as described in the documentation. It does not exhibit any signs of data exfiltration, malicious execution, or prompt injection; it only accesses the required OPENROUTER_API_KEY environment variable to function.
能力评估
Purpose & Capability
Name/description describe stepwise decomposition and verification; the included Python script implements exactly that flow (decompose → solve steps → optional verify → synthesize) and only requires an OpenRouter API key. No unrelated capabilities or credentials are requested.
Instruction Scope
Runtime instructions and the script send user questions and intermediate step content to OpenRouter's chat completion endpoint — this is expected for an LLM-based reasoning skill but means user data (including intermediate reasoning) is transmitted to a third party. The script also attempts to parse JSON from model responses and falls back to regex extraction, which is normal but can fail if the model output is malformed.
Install Mechanism
No install spec — instruction-only plus a small Python script. The only external dependency is the requests Python package (the script prints a helpful error if requests is missing). There are no downloads from arbitrary URLs or archive extraction.
Credentials
Only OPENROUTER_API_KEY is required and declared as the primary credential, which matches the script's use. No additional secrets, config paths, or unrelated credentials are requested.
Persistence & Privilege
The skill does not request always:true, does not modify other skills or system-wide settings, and does not persist extra privileges; it runs as a one-off script invoked by the agent/user.
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 sequential-thinking - 安装完成后，直接呼叫该 Skill 的名称或使用
/sequential-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
v1.0.0
- Initial release of the Sequential Thinking skill.
- Enables structured step-by-step breakdown of complex problems, with independent reasoning and verification for each step.
- Includes confidence scoring and synthesis of a final answer.
- Supports multiple flags for model choice, JSON output, step limits, self-verification, and verbose logs.
- Requires Python 3.10+ and an OpenRouter API key.
元数据
常见问题
Sequential Thinking 是什么？
Structured reasoning through sequential thinking — break complex problems into steps, solve each independently, verify consistency, synthesize conclusions wi... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 2064 次。
如何安装 Sequential Thinking？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install sequential-thinking」即可一键安装，无需额外配置。
Sequential Thinking 是免费的吗？
是的，Sequential Thinking 完全免费（开源免费），可自由下载、安装和使用。
Sequential Thinking 支持哪些平台？
Sequential Thinking 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 Sequential Thinking？
由 aiwithabidi（@aiwithabidi）开发并维护，当前版本 v1.0.0。
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