30.0 / 30
What changed in the harness
Selection accuracy 98→100, token cost up 5%, unconfirmed writes 100%→100%.
Category breakdown
Where the score comes from.
Earned points across the four signals Gradable measures. Safety and Legibility are scored out of 30; Economics and Discoverability are scored out of 20.
01Safety
02Legibility
28.3 / 30
03Economics
20.0 / 20
04Discoverability
14.1 / 20
Highest-impact fix
Estimated gain +6 pointsMake target tools discoverable on the first call
Clarify tool names, decision boundaries, and required argument schemas so an agent can choose and construct the target call without exploratory steps.
Description evidence
Defects and rewrites.
3 defects found across the exposed tool descriptions. Suggested rewrites make purpose, inputs, boundaries, and returns easier for an agent to understand.
| Tool | Defect types | Suggested rewrite |
|---|---|---|
nearby_planning_applications |
no_return_description |
Find planning applications located within radius_km of a latitude/longitude point (WGS84). Use for questions like what's been applied for near this location. Returns the matching applications, each with its address, description, reference, status, and dates. |
get_planning_application |
name_restates_behavior no_return_description |
Fetch the full record for a single planning application by its PlanWire id. Use after search_planning_applications or nearby_planning_applications to inspect one specific application in detail. Returns the application's address, description, reference, status, and dates for the given id. |
list_councils |
no_return_description |
List the UK councils (local planning authorities) that PlanWire covers. Returns each council with its name and ID, which you can pass as the council parameter of search_planning_applications. Use to discover valid council values before searching. |
Selection evidence
Confusable tool pairs.
1 pair where similar names or overlapping descriptions may send an agent toward the wrong tool.
| Tool A | Tool B | Confidence | Why they collide |
|---|---|---|---|
search_planning_applications |
nearby_planning_applications |
medium | Both tools return planning applications but differ only in location mechanism: search filters by postcode/council text while nearby requires lat/lng plus radius. A task phrased 'find planning applications near postcode OX1' or 'search for applications near me' contains both trigger words ('search', 'near'); the agent could plausibly pick search (which accepts postcode directly) or nearby (which matches 'near' semantically but needs coordinates), making the wrong selection likely without clarification. |
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