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singularis_balance

Check remaining Singularis credits and the cloud-equivalent dollars of compute delivered before large jobs or when asking about cost or savings. Free to run.

Instructions

Show this key's remaining Singularis credits and the cloud-equivalent dollars of compute delivered so far. Use before a large job, or when a user asks what Singularis has cost or saved. Free: no credits are charged.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.3

TDQS

A4.5/5.0
Behavior4/5

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

With no annotations, the description carries the full load and does disclose meaningful behavior: the read is free and charges no credits, and it is scoped to "this key". It doesn't cover auth prerequisites, latency, or freshness of the balance, which is a minor gap for a zero-arg status read.

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?

Three short sentences, front-loaded with what is returned, followed by when to use it and the cost profile. Every sentence earns its place with no repetition.

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?

An output schema exists, so return-shape detail is unnecessary, and the description still previews the two returned values. For a parameterless read tool this is complete.

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?

The tool takes zero parameters, so there is nothing to document and no ambiguity about arguments. Baseline of 4 applies.

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?

States a specific verb (show) and resource (this key's remaining Singularis credits plus the cloud-equivalent dollars of compute delivered). The billing/account scope clearly separates it from the compute siblings (solve_heat, gemm, fft, etc.).

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

Usage Guidelines4/5

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

"Use before a large job, or when a user asks what Singularis has cost or saved" gives two concrete trigger conditions. It does not name alternative tools or state when not to use it, but the usage context is unambiguous.

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