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Kirk — Unsupervised Structural Change Detection

Create Checkout Session

kirk_billing_checkout

Create a Stripe Checkout Session URL for buying a credit pack (starter / scale / enterprise).

Purpose: Hand the caller a self-serve URL to purchase IU credits.

Use when: The caller's balance is low, or you want to route to a self-serve top-up flow before a larger validation batch.

Do not use when: The caller is on an enterprise in-process deployment — those are invoiced directly, not via Checkout.

Capability class(es): Meta (billing).

Path fit: MCP only.

Cost: 0 IU. Callable at balance=0.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
packNoone of 'starter' ($500 / 50K IU), 'scale' ($5K / 500K IU), or 'enterprise' ($50K / 5M IU).starter

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations, the description adds useful behavioral context: the tool costs 0 IU, is callable at zero balance, and is MCP-only. It also frames the action as a self-serve URL flow, consistent with readOnlyHint=false and openWorldHint=true. No contradictions with annotations, though it could mention potential errors or side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description uses labeled sections to deliver purpose, usage conditions, capability class, path fit, and cost in a compact format. Each section earns its place without redundancy or verbosity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a one-parameter billing tool with an output schema and basic annotations, the description provides complete operational context: when to use, when not to, cost, balance requirement, and the type of output (a URL). The output schema presumably describes the return value, so no further detail is needed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema already provides 100% coverage for the single 'pack' parameter, including all three options and their pricing. The description's mention of the packs adds little beyond the schema, so a baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool creates a Stripe Checkout Session URL for purchasing credit packs, and lists the three available packs. The verb 'create' plus the specific resource 'Stripe Checkout Session URL' makes the purpose unmistakable and distinguishes it from sibling billing tools like kirk_billing_show and kirk_billing_usage.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly provides 'Use when' and 'Do not use when' conditions, including an alternative for enterprise deployments (invoiced directly). This gives the agent clear, actionable guidance on when to invoke this tool versus when to avoid it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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