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Glama

finance_dunning_outreach

Destructive

Automate collection outreach for overdue invoices, streamlining dunning processes to recover payments efficiently.

Instructions

Run the finance domain agent action finance_dunning_outreach.

Routes through the platform's domain-agent dispatcher under your JWT, tenant, and company scope.

Args: message: Free-text objective for the action. inputs: Optional JSON string of structured inputs for the action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputsNo{}
messageNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

D1.7/5.0
Behavior2/5

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

The description adds that the action goes through the domain-agent dispatcher and is scoped by JWT, tenant, and company, but it does not disclose actual side effects. This is especially problematic given the destructiveHint=true annotation; the description should clarify what irreversible or externally visible effects may occur. It does not contradict the annotations, but it adds little behavioral transparency.

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

Conciseness2/5

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

The description is short, but the first sentence merely restates the tool name and the second gives routing context that is not directly actionable. The parameter descriptions are generic filler. The text is not verbose, but not every sentence earns its place.

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

Completeness1/5

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

The description omits nearly all essential context: what the action does, what triggers it, what side effects occur, and what the output represents. The destructiveHint annotation raises important safety questions that are left unanswered. Despite the stated presence of an output schema, no output behavior is described.

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

Parameters2/5

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

The parameters are only described with generic boilerplate: message is a 'free-text objective' and inputs is an 'optional JSON string of structured inputs.' No domain-specific meaning is provided for either parameter, so a caller does not know what content the message should contain or what keys the inputs JSON supports. With zero schema descriptions, this generic text does not adequately compensate.

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

Purpose2/5

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

The description repeats the tool name without explaining what dunning outreach actually does. It identifies the action as a finance-domain agent action but gives no functional purpose, such as sending payment reminders or managing collections. A user cannot tell from the description what outcome to expect.

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

Usage Guidelines1/5

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

No guidance is provided about when to use this tool versus any alternative. The mention of routing through a dispatcher under JWT, tenant, and company scope is an implementation detail, not a usage criterion. There is no indication of prerequisites, timing, or suitability.

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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