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ACN Preflight

repo_contribution_readiness

Paid $0.10 repository contribution readiness from current public GitHub data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repo_urlYes
change_typeNo
access_tokenYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior3/5

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

With no annotations, the description must carry behavioral disclosure. It does disclose a $0.10 cost and the public GitHub data source, both important, but it does not explain side effects, whether this is read-only, how the access token is used, or what the readiness result means.

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

Conciseness3/5

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

The description is a single concise sentence with no wasted words, but the structure is awkward ('Paid $0.10 repository contribution readiness') and the payment modifier is front-loaded ahead of the actual purpose. It is compact rather than helpfully organized.

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 paid, three-parameter tool with no annotations or output schema, this is incomplete: it omits what readiness means, what the return value is, how the access token is required, and how change_type affects the result. It supplies only the cost and data source.

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

Parameters1/5

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

Schema description coverage is 0% and the description does not compensate: repo_url, access_token, and change_type are never explained, and the enum values are not defined. 'Paid $0.10 repository contribution readiness' adds no meaning to the input parameters beyond their names.

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

Purpose3/5

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

The description says the tool concerns 'repository contribution readiness' using 'current public GitHub data' and a $0.10 payment, which indicates the domain but lacks a verb stating what the tool actually computes or returns. 'Readiness' is left undefined, and there is no differentiation from sibling tools such as bounty_reality_check or payment_preflight.

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 when-to-use guidance is provided; there are no explicit conditions, prerequisites, or comparisons to sibling tools. The only context signal is that it uses current public GitHub data, which is a data-source hint rather than a usage rule.

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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