agent_creator

Design, implement, and validate AgentClaw workflows with automated testing gates.

339|32|Updated May 6, 2026
One-click install
npx skills add https://github.com/Negai-ai/AgentClaw --skill agent-creator-negai-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent_creator
Source: https://github.com/Negai-ai/AgentClaw/tree/main/agentclaw/skills/builtin_skills/agent_creator
Command: npx skills add https://github.com/Negai-ai/AgentClaw --skill agent-creator-negai-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the creation and maintenance of AgentClaw workflows by providing a structured, evidence-based framework that prevents common engineering pitfalls and ensures reliable agent behavior.

Core Features & Use Cases

  • Declarative Workflow Construction: Generate agent architectures, node logic, and tool configurations from natural language requirements.
  • Automated Validation Gates: Enforce syntax, compilation, registration, and runtime checks to ensure agents are production-ready before deployment.
  • Use Case: Quickly build a scheduled system-log audit agent that connects to a database, analyzes anomalies, and generates a Markdown report, all while ensuring the workflow passes all internal validation standards.

Quick Start

Use the agent_creator skill to design and register a new workflow that monitors my database for unauthorized access attempts and reports findings.

Frequently Asked Questions about agent_creator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create automated workflows using natural language requirements?

Automated workflows can be built declaratively by translating natural language requirements into agent architectures, node logic, and tool configurations, streamlining the design phase of agent development.

What validation checks are needed before deploying agent workflows to production?

Deploying agent workflows requires passing mandatory syntax, compilation, registration, and runtime integration testing gates to ensure high-reliability behavior before production release.

Can I configure external tools and prompts for agentic nodes in an automated deployment?

Yes, agentic node configuration supports both prompt engineering and tool configuration, allowing you to define node logic and register runtime behaviors for automated deployments.

How do I debug an agent workflow that fails integration testing?

Debugging failed integration testing involves reviewing the declarative workflow construction against enforced validation gates, checking syntax and compilation errors, and verifying runtime registration.

Does this workflow builder support scheduled agent tasks like database log auditing?

Yes, you can build scheduled system-log audit agents that connect to databases, analyze anomalies, and generate Markdown reports while passing all internal validation standards.

What are the limitations of declarative workflow construction for agent development?

Declarative workflow construction requires strict adherence to mandatory syntax and compilation gates, meaning agents bypassing these validation checks cannot achieve production-ready deployment status.