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Check remaining credits

account_balance
Read-only

Free. Returns the credits left on this API key. Call it before a long run of billed calls.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

A4.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the safety profile is known. The description adds valuable behavior: it notes the tool is 'Free' (cost implication) and specifies the return value ('credits left'), which is absent from the schema (no output schema). It does not contradict annotations; it supplements them with cost and output semantics.

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 is a single, concise sentence that front-loads the key facts: 'Free', 'Returns credits', and usage timing. Every word carries value; there is no filler or redundancy.

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?

Given the tool's simplicity (no parameters), the readOnlyHint annotation, and the absence of an output schema, the description fully equips an agent: it explains what the tool returns, its cost, and when to call it. Nothing necessary for correct invocation is missing.

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

Parameters4/5

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

There are 0 parameters, and schema coverage is 100% (trivially). With no parameters, the description need not explain any. The baseline for 0-param tools is 4, and the description correctly provides no spurious parameter details. It correctly implies the tool requires no input.

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 states a specific verb ('Returns') and a precise resource ('credits left on this API key'), making the tool's purpose unambiguous. It clearly distinguishes this from the sibling tools (aid, appeal, etc.), which serve different functions. No ambiguity exists.

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 when to use the tool: 'Call it before a long run of billed calls.' This gives clear context for invocation. While it doesn't mention alternatives, none are needed since this is a distinct utility, and the guidance is actionable.

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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TDQS

A4.2/5.0
Disambiguation5/5

Every tool targets a distinct workflow: writing vs. critiquing letters (rec/letterlens/revision), pre-award vs. post-award aid (aid/awardlens), and text rewriting vs. translation (humanize/translate). Descriptions explicitly cross-reference related tools to prevent misselection.

Naming Consistency3/5

Names are mostly short single lowercase words, but there is no consistent verb_noun pattern: some are nouns (profile, appeal), some verbs (humanize, translate), and two use underscores (account_balance, quote_call). The conventions are readable but mixed.

Tool Count5/5

13 tools is well within the ideal range for a specialized counselor assistant. Each tool has a clear role, including two free utility tools (account_balance, quote_call) that support budgeting without bloating the core surface.

Completeness4/5

The set covers the main counselor workflows end-to-end: profile input, financial aid analysis, FAFSA checklists, appeal letters, recommendation letters, scholarships, and family-facing translation. Minor gaps exist (e.g., no dedicated college-list builder or essay drafting tool), but agents can work around them.

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