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get_risk_stats

Read-onlyIdempotent

Deprecated: prefer remodeleriq_get_risk_stats. Get aggregate red-flag statistics from the RemodelerIQ bid corpus.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
state_codeNoTwo-letter US state code to filter stats (e.g. 'GA', 'TX'). Omit for national data.
project_typeNoProject type to filter (e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing'). Omit for all project types.
bid_size_bucketNoBid total range to filter. Omit for all sizes.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
_metaNo
cell_nNoBids matching your filters.
filterNo
statusYes
corpus_nYesTotal bids in the RemodelerIQ corpus.
top_flagsNo
suppressedNoTrue when cell_n < 30 — data withheld to protect granularity.
avg_bid_totalNoAverage bid total for bids where a total was provided.
confidence_scoreNo

TDQS

A4.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is well covered. The description adds minimal extra behavioral context—it identifies the data source ('RemodelerIQ bid corpus') and the nature of the output ('aggregate red-flag statistics'), but these largely restate the title. No description-annotation contradiction exists, and the description does not add significant behavioral details beyond what annotations and schema already provide.

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 extremely concise: two sentences, front-loaded with the deprecation warning, and every word earns its place. No fluff or repetition. This is exemplary for a deprecated tool where brevity aids quick decision-making.

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?

Given that the tool is deprecated, the description successfully directs agents away from using it. It provides purpose and a clear alternative. The presence of a full output schema and complete parameter documentation means the description doesn't need to explain return values or filters. While it lacks details about what 'red-flag statistics' precisely include, this is adequately handled by the output schema and the preferred sibling tool.

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?

The input schema covers all three parameters with clear descriptions (state_code, project_type, bid_size_bucket), and schema coverage is 100%. The description itself does not add parameter-specific information, but the schema handles the heavy lifting. Baseline of 3 is appropriate because the description offers no extra semantic value 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 states the tool's function: 'Get aggregate red-flag statistics from the RemodelerIQ bid corpus.' The verb 'Get' specifies the action, and the resource ('aggregate red-flag statistics') is specific. It distinguishes from siblings by explicitly marking this as deprecated and pointing to remodeleriq_get_risk_stats as the preferred alternative.

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

Usage Guidelines5/5

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

The description explicitly says 'Deprecated: prefer remodeleriq_get_risk_stats', which is a clear directive on when not to use this tool and which alternative to use instead. This is a strong when-to-use vs. when-not-to-use guideline, fully satisfying the dimension.

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

A3.9/5.0
Disambiguation2/5

The deprecated tools are near-identical duplicates of the new prefixed tools, creating significant overlap. An agent could easily call analyze_bid instead of remodeleriq_analyze_bid, leading to confusion despite the deprecation notes.

Naming Consistency2/5

Two naming patterns coexist: the older unprefixed verbs (analyze_bid, get_cost_estimate) and the newer prefixed verbs (remodeleriq_analyze_bid). This inconsistency is minor on its own but combined with the duplicates it creates a jarring mix.

Tool Count3/5

The raw count of 6 is reasonable, but 3 tools are deprecated duplicates, so the effective unique toolset is only 3. This feels padded and slightly wasteful, though not egregious.

Completeness4/5

The three core functions—bid analysis, cost estimates, and labor rates—cover the primary homeowner needs for remodeling transparency. No obvious lifecycle gaps exist since this is a read/analyze API rather than a CRUD system.