AI agents

JSON tools for AI agents

Give an AI-agent workflow explicit, deterministic JSON operations and diagnostics instead of relying on generated guesses.

Controlled agent access

Tools, not assumptions

  • Validate JSON and JSON Schema
  • Format JSON and apply patches
  • Return diagnostics to the agent workflow

Use an explicit skill, script, or published API contract to make the tool boundary clear.

Agent-ready JSON workflows

Put JSON operations behind an explicit tool boundary

AI agents can use JSON tools for well-formedness checks, JSON Schema validation, formatting, batch processing, and diagnostics when those operations are exposed through a controlled skill, script, CLI, or service contract. The agent should receive the operation result and diagnostics, then decide the next change in the surrounding workflow.

Validate before acting

Let the agent call a validation tool and use the returned document and schema locations to propose a focused correction.

Keep transformations explicit

Choose a named formatting, conversion, or JSON Patch operation and inspect its result before using it downstream.

Preserve the evidence

Keep the command, input, output, and diagnostic result available to the developer or automation that owns the change.

Choose an agent integration

Use a skill, CLI, or Web API according to the execution context

  1. Give the agent a narrow tool contract for the required JSON operation.
  2. Provide the intended input, schema context, and expected result.
  3. Run the tool and return machine-readable output or diagnostics to the agent.
  4. Review the proposed change, then repeat the tool call when the data or schema changes.

The dedicated ValBuddy for Codex page covers the product-specific CLI skill. This vendor-neutral hub keeps that integration distinct while linking to the wider JSON workflow.

Keep authority with the workflow owner

An agent can invoke a controlled tool and interpret its result, but the surrounding workflow should still define inputs, schemas, allowed operations, review steps, and any deployment decision.

Continue with the relevant tool

Connect agents to the correct JSON capability

Use the CLI / CI page for Windows command-line automation and the Web API page for published remote operations. Use solution pages when the agent needs task context for validation, schema editing, formatting, conversion, or JSON Patch.

Platform availability

Choose where to run this workflow

  • AI agentsControlled skills, scripts, and service contracts for agent workflows.