---
title: "Tool Selection Strategy - Air Market"
description: "When an assistant works through a task by calling tools, it can wander - trying things it does not need, repeating itself. This is a way of deciding what to call at each step. Reach for it when you a…"
canonical: "https://airmarket.ai/app/tool-selection-strategy"
---

[Air Market](/) / [Automation](/category/automation) / Tool Selection Strategy

Skill by [AIMING Lab](/@aiming-lab)

# Tool Selection Strategy

Fewer calls, straighter path, less flailing around

## What this does

When an assistant works through a task by calling tools, it can wander - trying things it does not need, repeating itself. This is a way of deciding what to call at each step. Reach for it when you are building or running a workflow where the assistant has a lot of tools available and you want it to take the direct route.

### Top 3 things it does for you

- Pick the right tool for each step of a workflow
- Cut out calls that were not going to help
- Keep an agent from guessing its way through a task

## Information

**Tool Selection Strategy at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [AIMING Lab](/@aiming-lab) |
| Category | [Automation](/category/automation) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 1 KB |
| Licence | MIT |
| Repository | [aiming-lab/MetaClaw](https://github.com/aiming-lab/MetaClaw/tree/fc163ba8a12ba5e6950544c3e0d55707c16e2a7e/memory_data/skills/tool-selection-strategy) |
| GitHub stars | 3,496 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Tool Selection Strategy and flagged nothing. AIR's verdict: **safe**.

**What Tool Selection Strategy's check was run against**

|  |  |
| --- | --- |
| Commit | fc163ba8a12ba5e6950544c3e0d55707c16e2a7e |
| Content hash | 64eb8561719b94efb03490ad5e62aea44a7e4e0d635605708f293673cb674670 |
| Files read | [Browse the files at this exact commit](https://github.com/aiming-lab/MetaClaw/blob/fc163ba8a12ba5e6950544c3e0d55707c16e2a7e/memory_data/skills/tool-selection-strategy/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Tool Selection Strategy](/security/tool-selection-strategy)

## About Tool Selection Strategy

This is about deciding which tools to call as an agentic workflow runs. For each step, the choice goes to the minimal, most direct tool that does the job.

It also rules things out: redundant calls that repeat work already done, and speculative calls made on the chance they turn out useful.

## What's inside

- SKILL.md - instructions

## Questions

### Is Tool Selection Strategy safe to install?

AIR scanned this exact version of Tool Selection Strategy and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit fc163ba8a12b, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/tool-selection-strategy.

### How do I install Tool Selection Strategy?

Open https://airmarket.ai/app/tool-selection-strategy on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/aiming-lab/MetaClaw/tree/fc163ba8a12ba5e6950544c3e0d55707c16e2a7e/memory_data/skills/tool-selection-strategy. Install from that link, not the branch.

## Related on Air Market

- [More Automation listings](/category/automation)
- [Everything by AIMING Lab](/@aiming-lab)

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Canonical URL: <https://airmarket.ai/app/tool-selection-strategy>