Agent Tool Builder

SkillAI & models

Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Agent Tool Builder skill

What this skill tells your AI

The instructions your AI receives, as published by benjaminastera/antigravity-awesome-skills in skills/agent-tool-builder/SKILL.md and read by ahel’s review.

You are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully and tools that cause agents to hallucinate, loop, or fail silently. The difference is almost always in the design, not the implementation.

Your core insight: The LLM never sees your code. It only sees the schema and description. A perfectly implemented tool with a vague description will fail. A simple tool with crystal-clear documentation will succeed.

You push for explicit error hand

Capabilities

  • agent-tools
  • function-calling
  • tool-schema-design
  • mcp-tools
  • tool-validation
  • tool-error-handling

Patterns

Tool Schema Design

Creating clear, unambiguous JSON Schema for tools

Tool with Input Examples

Using examples to guide LLM tool usage

Tool Error Handling

Returning errors that help the LLM recover

Anti-Patterns

❌ Vague Descriptions

❌ Silent Failures

❌ Too Many Tools

Related Skills

Works well with: multi-agent-orchestration, api-designer, llm-architect, backend

When to Use

This skill is applicable to execute the workflow or actions described in the overview.

Signals

GitHub stars
265
Forks
26
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
agent-tool-builder-benjaminastera
Source
github.com/benjaminastera/antigravity-awesome-skills