Reduces output tokens for all 13 metadata tools by (~49%) based on
production sampling data.
GET tools (field + object metadata)
System fields are now returned as compact {id, name, type} instead of
the full ~20-key payload (opt-in includeFullSystemFields to get full
payload). System objects are similarly compacted to {id, nameSingular,
namePlural}.
Internal fields the agent never uses (searchVector, deletedAt, position,
updatedBy) are excluded entirely.
workspaceId and applicationId are hoisted into a response envelope
instead of being repeated on every record.
Null/default-false properties are stripped from custom field and object
payloads (e.g. options: null, settings: null, isUIReadOnly: false).
CUD tools (create/update/delete)
Create and update field tools now return {id, name, type, label} instead
of the full DTO.
Create and update object tools now return {id, nameSingular,
labelSingular} instead of the full DTO.
Delete tools return {id, success: true} instead of the full DTO of the
deleted entity.
Validation errors are grouped by message — e.g. 10 fields failing the
same check produce one line with all names instead of 10 identical
lines.
Learn schemas (all tools)
UUID pattern regex stripped from JSON schemas (keeps format: "uuid").
$schema and additionalProperties: false stripped from all generated
schemas.
All Zod .describe() annotations and tool descriptions shortened.
Skill & tool description updates:
All references to the removed list_object_metadata_items tool replaced
with get_object_metadata / get_field_metadata across skill instructions,
dashboard tools, view filter/sort tools, and MCP server instructions.
This PR adds the necessary tool to create a demo workspace with :
relevant custom objects and fields, mock data and a real dashboard with
graph widgets.
It is still a bit under-optimized and slow but it works.
This PR also adds an AI tool that allows to see what happens in real
time, it navigates the app and waits when necessary.
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Co-authored-by: Félix Malfait <felix.malfait@gmail.com>
Etienne