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在 OpenClaw 中安装
/install react-loop
功能描述
Solve complex problems by interleaving reasoning with actions. Based on the ReAct research, this skill alternates between thinking (reasoning about the situa...
安全使用建议
This skill is coherent and low-risk as delivered (instruction-only, no installs or credentials). However, it is intentionally a broad, tool-driving template: before enabling it, review which tools and system permissions your agent has (git, database access, shell, web access, CI/CD, etc.). Limit the agent's permissions to least-privilege, avoid exposing production secrets, and test the skill in a sandbox or with read-only access first. If you plan to let the agent run commands or access systems, require explicit confirmation from you before destructive or credential-using actions.
功能分析
Type: OpenClaw Skill
Name: react-loop
Version: 1.0.0
The react-loop skill bundle is a purely instructional framework implementing the ReAct (Reason + Act) paradigm for AI agents. The documentation in SKILL.md and references/examples.md provides templates and educational walkthroughs for structured problem-solving, such as debugging memory leaks or analyzing conversion rates. No malicious code, unauthorized tool execution, data exfiltration, or harmful prompt injections were identified; the content is entirely consistent with its stated purpose of improving agent reasoning logic.
能力评估
Purpose & Capability
The skill name/description (ReAct Loop) matches the SKILL.md instructions: it teaches an iterative Reason→Act→Observe workflow and provides examples (debugging, research, API workflows). It does not request unrelated binaries, env vars, or installs.
Instruction Scope
SKILL.md is a generic policy/template that instructs the agent to alternate reasoning and actions and includes examples that run commands (git log, analyze_logs, benchmark_search), query web/docs, and write code. That scope is coherent for debugging/research tasks, but the instructions intentionally allow broad tool use — so the agent could access repositories, logs, databases, or other resources depending on which tools are available. This openness is expected for a ReAct helper but increases operational risk if the agent has access to sensitive tools or environments.
Install Mechanism
No install spec and no code/binaries are included (instruction-only). There is nothing written to disk or downloaded by the skill itself, minimizing supply-chain risk.
Credentials
The skill declares no required environment variables, credentials, or config paths. Example workflows mention services that typically require secrets (e.g., Stripe, databases), but the skill does not request or store those credentials itself — any credential use would come from the agent's existing tool configuration.
Persistence & Privilege
always:false and no special persistence or system configuration changes are requested. Model invocation is allowed (platform default) but the skill itself does not demand permanent presence or elevated system privileges.
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 react-loop - 安装完成后，直接呼叫该 Skill 的名称或使用
/react-loop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 react-loop skill, enabling iterative reasoning with actions:
- Implements the ReAct (Reason + Act) problem-solving loop: alternate between thinking, taking action, and observing results.
- Designed for tackling multi-step, tool-heavy, and exploratory tasks such as research, debugging, and data analysis.
- Includes detailed workflow guidance, templates, and real-world examples for practical usage.
- Provides best practices for structuring reasoning, actions, and observations to maximize effectiveness.
元数据
常见问题
ReAct Loop 是什么？
Solve complex problems by interleaving reasoning with actions. Based on the ReAct research, this skill alternates between thinking (reasoning about the situa... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 113 次。
如何安装 ReAct Loop？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install react-loop」即可一键安装，无需额外配置。
ReAct Loop 是免费的吗？
是的，ReAct Loop 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
ReAct Loop 支持哪些平台？
ReAct Loop 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 ReAct Loop？
由 Simon（@simoncatbot）开发并维护，当前版本 v1.0.0。
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