← Back to Skills Marketplace
113
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install react-loop
Description
Solve complex problems by interleaving reasoning with actions. Based on the ReAct research, this skill alternates between thinking (reasoning about the situa...
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install react-loop - After installation, invoke the skill by name or use
/react-loop - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is ReAct Loop?
Solve complex problems by interleaving reasoning with actions. Based on the ReAct research, this skill alternates between thinking (reasoning about the situa... It is an AI Agent Skill for Claude Code / OpenClaw, with 113 downloads so far.
How do I install ReAct Loop?
Run "/install react-loop" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is ReAct Loop free?
Yes, ReAct Loop is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does ReAct Loop support?
ReAct Loop is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created ReAct Loop?
It is built and maintained by Simon (@simoncatbot); the current version is v1.0.0.
More Skills