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firstshout
by firstshout

estimate_tokens

Count Claude tokens for text input, accurately handling Korean/CJK characters. Works without an API key.

Instructions

Estimate the number of Claude tokens for a piece of text. Korean/CJK-aware (Korean uses ~1.3x the tokens of equivalent English). No API key needed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYesThe prompt or text to count tokens for
Behavior3/5

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

No annotations provided, so description carries full burden. Discloses language awareness (Korean/CJK) and that no API key is needed, but does not mention output format or computational behavior.

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?

Two concise sentences, no fluff. Front-loaded with purpose, efficient.

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

Completeness4/5

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

For a simple tool with one required parameter and no output schema, the description provides key context (language awareness, no auth). Lacks output format info, but still sufficient for likely use.

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?

Schema coverage is 100% with a clear parameter description. The tool description adds no additional semantics beyond the schema.

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?

Description clearly states the action ('Estimate the number of tokens') and resource ('for a piece of text'). Distinguishes from siblings (cost tools) by focusing on token counting.

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

Usage Guidelines3/5

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

No explicit comparison to sibling tools or guidance on when to use this vs alternatives. However, the use case is implied by the purpose and siblings are clearly different.

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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