create-tools

Create formal tool definition records for the Spec Kit ecosystem.

1|Updated May 6, 2022
One-click install
npx skills add https://github.com/cloud-native-tools/cws-lib-bash --skill create-tools-cloud-native-tools
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: create-tools
Source: https://github.com/cloud-native-tools/cws-lib-bash/tree/main/.specify/skills/create-tools
Command: npx skills add https://github.com/cloud-native-tools/cws-lib-bash --skill create-tools-cloud-native-tools

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python3, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill solves the problem of inconsistent or unreliable tool execution by providing a structured, authoritative way to define how an AI agent should interact with specific system tools, scripts, or webhooks.

Core Features & Use Cases

  • Standardized Tool Records: Creates formal definitions for project-scripts, system-binaries, shell-functions, and webhooks.
  • Behavioral Enforcement: Uses RFC 2119 rules to ensure agents follow verified invocation patterns rather than relying on potentially incorrect training knowledge.
  • Use Case: When you need to ensure an agent always uses specific flags for a custom build script or handles a specific API endpoint with precise authentication headers, this skill creates the record that enforces that behavior.

Quick Start

Use the create-tools skill to define a new system binary tool for the jq command by following the interactive prompts.

Frequently Asked Questions about create-tools

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

FAQPage Schema
How do I define formal tool definitions for AI agent workflows?

Formal tool definitions for AI agent workflows are created by authoring persistent records using canonical templates and RFC 2119 behavioral rules. This ensures stable, predictable agent-environment interactions by enforcing specific invocation patterns over unreliable training knowledge.

Why do AI agents execute shell-functions or system-binaries inconsistently?

AI agents execute shell-functions or system-binaries inconsistently when they rely on potentially incorrect training knowledge instead of formal tool definitions. Registering authoritative records with verified invocation patterns and behavioral rules enforces consistent, high-integrity tool execution.

What's the best way to enforce specific flags for a custom build script used by an agent?

The best way to enforce specific flags for a custom build script is to register it as a project-script with a formal tool definition record. This applies canonical templates and behavioral rules to guarantee the agent uses the correct invocation pattern every time.

How do I register a webhook endpoint with precise authentication headers for agent interactions?

Registering a webhook endpoint with precise authentication headers requires creating a standardized tool definition record within your workspace. This process binds the endpoint to RFC 2119 behavioral rules, ensuring the agent handles the API endpoint with the exact specified headers.

Do I need python3 to create authoritative tool definitions for Spec Kit?

Yes, python3 is a required dependency to create authoritative tool definitions for Spec Kit. The skill utilizes scripts and references that depend on the python3 environment to authorize and persist formal records for project-scripts, system-binaries, and webhooks.

What types of tools can I register using standardized tool records?

You can register project-scripts, system-binaries, shell-functions, and webhooks using standardized tool records. Each type requires adherence to canonical templates and RFC 2119 behavioral rule formatting to maintain high-integrity execution within the workspace.