Classify a Custom Tool Before Agents Can Use It

Outcome

By the end of this tutorial, you will know how to use SophMate for SophMate custom tool risk classification while keeping the work reviewable inside WordPress.

Scenario

A developer has added a webhook or REST-backed tool and wants agents to use it, but the operations team needs to understand what the tool can read or change.

What the image shows

The tutorial image shows the Tools registry because custom AI capabilities should be reviewed by schema, category, visibility, and risk before agents or workflows can use them.

Before you begin

• Confirm SophMate is active and the relevant module is available to your user role.
• Check provider, budget, and approval settings before asking SophMate to draft or execute work.
• Keep customer data, API keys, and private credentials out of prompts unless the workflow is explicitly designed to handle that context.

Guardrail

Do not expose custom capabilities to visitors, agents, or workflows until roles, permissions, schemas, and risk level are clear.

Common mistakes to avoid

• Letting agents use a tool before schema validation and permission checks are proven.
• Classifying a write-capable tool as low risk because it usually handles safe examples.
• Logging full payloads when a shorter audit record would explain the run without exposing sensitive data.

Step 1: Open the tool definition

Review name, category, type, input schema, output shape, capability requirements, and whether the tool reads or writes WordPress data.

Step 2: Classify operational risk

Mark read-only tools differently from tools that create posts, update products, send messages, change settings, or call external services.

Step 3: Test with sample payloads

Run controlled examples and confirm validation errors are clear. A tool that accepts vague input will produce hard-to-review agent behavior.

Step 4: Limit visibility first

Expose the tool to one workflow or agent before making it broadly available. Keep high-risk tools approval-gated.

Step 5: Review audit output

Confirm tool runs leave enough context to explain what happened without logging secrets or unnecessary personal data.

Review checklist

• Tool schema is validated.
• Risk level matches read/write behavior.
• Agents receive access only after review.

Success signal

The tool workflow is successful when validation, permission checks, risk classification, sample runs, and audit records make the tool safe enough for the intended agents or workflows.

What to document

Document manifest or tool schema, permissions, data captured, risk classification, fallback behavior, and audit fields.

Owner and cadence

The developer owns schema and integration behavior, while the administrator owns permission, risk, and visitor-facing placement.

Escalate when

Escalate when custom capabilities read sensitive data, write WordPress records, call external services, or expose visitor-facing behavior.

Related SophMate paths

• Features/Tools
• Features/Agents

Next action

Run this workflow on a low-risk example first. Once the result is easy to review and explain, decide whether it should become a repeatable playbook, workflow, watcher, agent, or documented team process.