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transitpulse

Access global public transit data to check route reliability, predict delays, plan multi-modal trips, and compare city transit scores across 500+ cities.

Instructions

TransitPulse: TransitPulse — global public transit intelligence: route reliability, delay prediction, multi-modal trip planning, city transit scores, and commute optimization for 500+ cities worldwide.

Coverage: Global

Endpoints: • status ($0.05): Live Service Status • city ($0.08): City Transit Intelligence Brief • route ($0.08): Route Reliability Analysis • commute ($0.10): Commute Quality Analysis • airport ($0.08): Airport Transit Guide • agencies ($0.05): Transit Agencies Lookup • delays ($0.05): Current Transit Delays • delays-history ($0.08): Historical Delay Patterns • trip ($0.05): Transit Trip Planning • multimodal ($0.10): Multi-Modal Journey Planning • compare ($0.12): City-to-City Transit Comparison • carfree ($0.12): Car-Free Livability Score • visitor ($0.08): First-Timer Visitor Guide • coverage ($0.10): Transit Coverage Analysis

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toNoDestination neighborhood or address
cityNoCity name (e.g. London, NYC, Tokyo)
fromNoOrigin neighborhood or address
langNoResponse language code (en | es | fr | de | zh | hi | ar | pt | ja | ko | etc.)
lineNoSpecific line or route to focus on
timeNoTime of travel (e.g. 9am, rush hour)
routeNoLine or route name (e.g. L train, Northern line)
actionYesWhich endpoint to call. Options: status | city | route | commute | airport | agencies | delays | delays-history | trip | multimodal | compare | carfree | visitor | coverage
citiesNoAlternative: comma-separated pair (e.g. NYC,London)
city_aNoFirst city
city_bNoSecond city
airportNoIATA code (JFK, LHR) or name
flight_timeNoFlight departure time (e.g. 6am)
neighborhoodNoneighborhood
Behavior2/5

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

No annotations provided, placing full burden on the description. The description mentions pricing per endpoint and global coverage, but does not disclose behavioral traits like data freshness, rate limits, authentication needs, or side effects. For a data retrieval tool, read-only nature is implied but not stated.

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

Conciseness2/5

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

The description is verbose and repetitive (e.g., 'TransitPulse: TransitPulse'). It includes a long list of endpoints with prices, which could be condensed or better organized. Not all content earns its place, making it less efficient for an agent to parse.

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?

Given the tool has many actions and no output schema, the description lacks critical information about which parameters are required for each action and what each endpoint returns. This makes it difficult for an agent to correctly select and invoke the tool without additional external knowledge.

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 description coverage is 100%, so each parameter has a basic description. The tool's main description does not add further meaning or context to the parameters beyond what the schema already provides. Baseline score of 3 is appropriate.

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

Purpose4/5

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

The description states it is a 'global public transit intelligence' tool covering route reliability, delay prediction, etc., which clearly communicates the domain. However, it does not differentiate from sibling tools beyond the domain name, which is sufficient given siblings cover different areas.

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

Usage Guidelines3/5

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

The description lists multiple endpoints (actions) but provides no guidance on when to use each one or when to prefer this tool over siblings. Siblings are distinct by domain, so cross-tool guidance is not needed, but within the tool, no usage context is given for selecting among endpoints.

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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