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expiring_recompetes

List federal contracts EXPIRING in a horizon window (period-of-performance end), with a winner prediction for each. Filter by NAICS and agency. This is the recompete pipeline feed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax contracts (default 20).
naicsNo6-digit NAICS.
agencyNo
maxDaysNoWindow ceiling in days (default 180).
minDaysNoWindow floor in days (default 90).
minAmountNoMinimum award $ (default 1,000,000).

TDQS

A4.1/5.0
Behavior3/5

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

No annotations are provided, so the description must disclose behaviors. It mentions the data source (period-of-performance end) and that it provides a winner prediction. However, it does not detail how predictions are made, potential rate limits, or whether the operation is read-only (though listing implies read). Adequate but not rich.

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 two sentences, front-loading the core purpose. Every word adds value: 'List', 'EXPIRING', 'horizon window', 'winner prediction', 'Filter by NAICS and agency'. No fluff or redundancy.

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

Completeness3/5

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

Given six parameters and no output schema, the description covers the main purpose and filtering but does not detail default values or the structure of the returned data (e.g., fields like contract ID, amount). It could mention window floor/ceiling explicitly. Still, it provides enough for basic use.

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?

Schema coverage is 83% (only agency lacks description). The description adds meaning by explaining the horizon window concept (min/max days) and filters (NAICS, agency). It reinforces the parameters without repeating schema entirely, providing useful context 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?

The description clearly identifies the tool as listing expiring federal contracts with winner predictions, specifying filtering by NAICS and agency. It distinguishes from sibling tools by calling it 'the recompete pipeline feed', which implies a broad listing versus per-contract prediction.

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?

The description states when to use: to list expiring contracts within a horizon window with predictions. It does not explicitly mention when not to use or alternatives, but the context is clear enough that an agent can infer its use case. Sibling tools are not contrasted, which slightly reduces the score.

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

A4.1/5.0
Disambiguation5/5

Each tool targets a distinct aspect: listing expiring contracts with predictions, identifying likely bidders in a lane, and predicting a specific recompete winner. There is no functional overlap.

Naming Consistency4/5

All names use snake_case and follow a descriptive pattern (adjective_noun, noun_noun, verb_noun). Minor inconsistency in part of speech but overall readable and predictable.

Tool Count5/5

Three tools tightly cover the recompete pipeline: pipeline feed, competitive landscape, and winner prediction. This is well-scoped for the domain without bloat.

Completeness4/5

Core workflow is complete: list expiring, assess competitors, predict winner. A tool for detailed contract info would be a minor addition, but the surface supports the stated purpose well.

Resources