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build_letter_package

Scan transaction text to detect zombie subscriptions, then generate cancellation, renegotiation, and data deletion letters in one package.

Instructions

Scan raw data and build the full action package: for every detected zombie/review charge, draft the cancel + renegotiate + data-deletion letters in one go. The complete deliverable.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesRaw transaction text.
onlyZombiesNoIf true, only build letters for ZOMBIE-verdict charges (default: zombies + review).
typesNo
fullNameNo
emailNo
accountIdNo
jurisdictionNo
Behavior2/5

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

No annotations provided, so the description must fully disclose behavior. It mentions scanning and building letters but omits details on side effects (e.g., data persistence), required permissions, or error handling.

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

Conciseness4/5

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

Two sentences that are front-loaded with the primary action. Efficient but could be slightly more concise by removing 'the complete deliverable' redundancy.

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

Completeness2/5

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

For a complex tool with 7 parameters and no output schema, the description does not cover return value format, input prerequisites, or how the raw data should be structured.

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?

Schema description coverage is low (29%), but the description adds some meaning to onlyZombies by linking it to zombie/review charges. However, it fails to explain the role of other parameters like types, fullName, email, etc.

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?

Clearly states the verb 'scan' and 'build', identifies the resource ('full action package' with specific letter types), and differentiates from siblings by indicating it handles multiple charges in one go.

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

Usage Guidelines2/5

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

No explicit guidance on when to use this tool versus alternatives like generate_letter or scan_subscriptions. The description lacks context on prerequisites or when not to use 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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