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AnthonyPuggs

AusEcon MCP for ABS | RBA | APRA data

Get Top Observations

get_top_observations
Read-onlyIdempotent

Retrieve the highest or lowest numeric observations from ABS, RBA, or APRA datasets. Specify the source, dataset, and number of top observations.

Instructions

Source-aware convenience wrapper for highest or lowest numeric observations.

For a single curated indicator prefer get_economic_series(concept=...), which resolves one series; pass series_ids=[...] to narrow a broad dataset instead of returning every series it contains.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sourceYesSource selector. Use abs for Australian Bureau of Statistics, rba for Reserve Bank of Australia, or apra for Australian Prudential Regulation Authority.
identifierYesNon-empty dataset or table id.
nNoPositive observation count.
directionNoWhether to return the highest or lowest numeric observations.highest
keyNoABS SDMX key, or "all" for all series.all
table_idNoNon-empty dataset or table id.
series_idsNoOptional list of non-empty source-native series IDs to keep after download.
start_periodNoOptional ABS period bound in YYYY, YYYY-QN, YYYY-MM, or YYYY-SN format.
end_periodNoOptional ABS period bound in YYYY, YYYY-QN, YYYY-MM, or YYYY-SN format.
start_dateNoOptional ISO date bound in YYYY-MM-DD format.
end_dateNoOptional ISO date bound in YYYY-MM-DD format.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
metadataYesSource, provenance, cache, and retrieval metadata for this response.
seriesYesSeries descriptors keyed by series_id.
observationsYesLong-form observations keyed by date and series_id.
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, idempotentHint=true, openWorldHint=true. Description adds context about being a convenience wrapper and that passing series_ids narrows the result, but does not disclose additional behavioral surprises. With annotations covering safety, this is adequate.

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 sentences: first defines purpose, second provides usage guidance. No redundant information, front-loaded, every sentence earns its place.

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?

With output schema present and annotations covering behaviors, the description adequately informs an agent about the tool's purpose and when to use alternatives. Could mention that it returns sorted observations, but the name 'top' implies this. Slight gap but otherwise complete.

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 detailed descriptions for all 11 parameters. The description adds minimal semantic value beyond the schema, mostly reiterating the wrapper nature. Baseline 3 is appropriate.

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 it's a 'source-aware convenience wrapper for highest or lowest numeric observations,' with specific verb and resource. Distinguishes itself from get_economic_series and from returning all series by mentioning series_ids narrowing.

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?

Explicit guidance: 'For a single curated indicator prefer get_economic_series(concept=...), which resolves one series; pass series_ids=[...] to narrow a broad dataset instead of returning every series it contains.' Clearly states when to use an alternative.

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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