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Federal Contract Lifecycle Evidence

analyze_recompete_signal

Read-only

Paid operation: classify a reported contract end date against a caller-supplied window without prediction through the authorization-first x402 route.

Input Schema

NameRequiredDescriptionDefault
as_ofYes
identifierYesExact USAspending generated award ID or PIID; free text is rejected.
window_daysYes
max_transactionsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior3/5

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

Annotations cover the safety profile (readOnlyHint, openWorldHint), and the description adds genuinely new behavioral facts: the call is paid and requires an authorization-first flow. However, 'x402 route' is unexplained jargon and there is no information on cost, failure modes, or what the classification returns.

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?

A single dense sentence with the cost warning front-loaded, so nothing is padded. The compression is achieved partly through unexplained jargon, which costs clarity but not length.

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 four-parameter, paid, auth-gated tool with no output schema, the description omits what the classification yields, how the window is applied, and what max_transactions does. An agent would have to guess at both the return shape and half the parameters.

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 only 25% (identifier is the sole documented parameter), so the description must compensate and does not. It alludes to as_of ('reported contract end date') and window_days ('caller-supplied window') but adds no format, unit, or default detail, and max_transactions is never mentioned.

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 verb 'classify' and the object 'a reported contract end date against a caller-supplied window' give a partial sense of the operation, but the domain purpose (a recompete signal) is never explained and the phrase 'authorization-first x402 route' obscures rather than clarifies. It does not distinguish this tool from build_contract_lifecycle or resolve_federal_contract.

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?

There is no statement of when to use this tool versus its siblings, nor any prerequisite beyond the vague 'authorization-first x402 route'. The 'without prediction' clause hints at a boundary but never names an alternative tool or condition.

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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