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What DFX has learned since your last call

changes_since
Read-onlyIdempotent

A feed of what is NEW since a cursor, ordered by when DFX learned it rather than by when it happened. The first call, made without a cursor, returns ZERO events and a starting position by design; a later call with that cursor returns what DFX learned in between. It answers what is new, not what exists. Filter by event type, state, or a specific property or parcel id. Deterministic and indexed, so frequent polling is cheap. Free. HISTORICAL FAMILIES DO FLOW THROUGH HERE. This feed is ordered by when DFX LEARNED a fact, not when the fact happened, so a foreclosure that occurred months ago and was ingested today arrives in today's delta. A distress or sales feed built on this works.

Input Schema

NameRequiredDescriptionDefault
limitNoMax 50. A full page sets `complete: false` in the envelope, which means the backlog was longer than one page and more rows are available immediately with the returned cursor. The cursor is the last row on the page, never the present moment, so nothing is skipped.
sinceNoOpaque cursor from a previous call. Unset on the first call, which establishes a position and returns no events by design.
stateNoReal estate only (no domain): two letter state code
dfx_idNoWith `domain`: watch one entity (a dfx id on that domain's graph).
domainNoAn intelligence domain instead of real estate; with it, `since` is an ISO timestamp.
event_typeNoOne served event family.
place_dfx_idNoReal estate only (no domain): watch one property or parcel. With `domain`, use dfx_id for one entity.
include_scheduledNoWith `domain`: also return rows whose occurrence date is after today (novelty SCHEDULED_FUTURE), such as an announced closing date. Default false.
include_historicalNoWith `domain`: also return rows DFX first saw in the window that occurred before it (novelty NEWLY_OBSERVED_HISTORICAL) and rows seeded when the domain's tape was created. Default false. Real estate rows are labelled with novelty but not filtered.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEED_RECORDED",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "FORECLOSURE_FILED",
      -  "LEASE_EXPIRING",
      -  "LOAN_ASSIGNED",
      -  "LOAN_MATURED",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "LOAN_STATUS_CHANGED",
      -  "OWNERSHIP_CHANGED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PORTFOLIO_CONTRACTED",
      -  "PORTFOLIO_EXPANDED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "TAX_LIEN_LISTED",
      -  "USE_CONVERSION_PERMITTED",
      -  "VACANT_FORECLOSURE_REGISTERED",
      -  "ZONING_EVENT"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEED_RECORDED",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "DISTRESS_STATUS_CHANGED",
      +  "FORECLOSURE_EVENT",
      +  "FORECLOSURE_FILED",
      +  "LEASE_EXPIRING",
      +  "LOAN_ASSIGNED",
      +  "LOAN_MATURED",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "LOAN_STATUS_CHANGED",
      +  "OWNERSHIP_CHANGED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PORTFOLIO_CONTRACTED",
      +  "PORTFOLIO_EXPANDED",
      +  "PROPERTY_SOLD",
      +  "SPECIAL_SERVICING_ENTERED",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "TAX_LIEN_LISTED",
      +  "USE_CONVERSION_PERMITTED",
      +  "VACANT_FORECLOSURE_REGISTERED",
      +  "ZONING_EVENT"
      +]
  2. Changed3 schema fields changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEED_RECORDED",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "FORECLOSURE_FILED",
      -  "LEASE_EXPIRING",
      -  "LOAN_MATURED",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "LOAN_STATUS_CHANGED",
      -  "OWNERSHIP_CHANGED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PORTFOLIO_CONTRACTED",
      -  "PORTFOLIO_EXPANDED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "TAX_LIEN_LISTED",
      -  "USE_CONVERSION_PERMITTED",
      -  "VACANT_FORECLOSURE_REGISTERED",
      -  "ZONING_EVENT"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEED_RECORDED",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "FORECLOSURE_FILED",
      +  "LEASE_EXPIRING",
      +  "LOAN_ASSIGNED",
      +  "LOAN_MATURED",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "LOAN_STATUS_CHANGED",
      +  "OWNERSHIP_CHANGED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PORTFOLIO_CONTRACTED",
      +  "PORTFOLIO_EXPANDED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "TAX_LIEN_LISTED",
      +  "USE_CONVERSION_PERMITTED",
      +  "VACANT_FORECLOSURE_REGISTERED",
      +  "ZONING_EVENT"
      +]
    • changedInput schema / properties / place_dfx_id / description
      Previous value: -"Watch one property or parcel"New value: +"Real estate only (no domain): watch one property or parcel. With `domain`, use dfx_id for one entity."
    • changedInput schema / properties / state / description
      Previous value: -"Two letter state code"New value: +"Real estate only (no domain): two letter state code"
  3. Changed4 schema fields changed
    • changedInput schema / properties / dfx_id / description
      Previous value: -"With `domain`: watch one entity (dfx:fo:, dfx:isi: or dfx:vc: id)."New value: +"With `domain`: watch one entity (a dfx id on that domain's graph)."
    • changedInput schema / properties / domain / enum
      Previous value: -[
      -  "family_office",
      -  "independent_sponsor",
      -  "venture_capital"
      -]New value: +[
      +  "allocators",
      +  "family_office",
      +  "independent_sponsor",
      +  "private_credit",
      +  "private_equity",
      +  "real_estate_funds",
      +  "ria",
      +  "venture_capital"
      +]
    • addedInput schema / properties / include_historical
      Added value: +{
      +  "default": false,
      +  "description": "With `domain`: also return rows DFX first saw in the window that occurred before it (novelty NEWLY_OBSERVED_HISTORICAL) and rows seeded when the domain's tape was created. Default false. Real estate rows are labelled with novelty but not filtered.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / include_scheduled
      Added value: +{
      +  "default": false,
      +  "description": "With `domain`: also return rows whose occurrence date is after today (novelty SCHEDULED_FUTURE), such as an announced closing date. Default false.",
      +  "type": "boolean"
      +}
  4. Changed1 schema field changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEED_RECORDED",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "FORECLOSURE_FILED",
      -  "LEASE_EXPIRING",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "LOAN_STATUS_CHANGED",
      -  "OWNERSHIP_CHANGED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PORTFOLIO_CONTRACTED",
      -  "PORTFOLIO_EXPANDED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "TAX_LIEN_LISTED",
      -  "USE_CONVERSION_PERMITTED",
      -  "VACANT_FORECLOSURE_REGISTERED",
      -  "ZONING_EVENT"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEED_RECORDED",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "FORECLOSURE_FILED",
      +  "LEASE_EXPIRING",
      +  "LOAN_MATURED",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "LOAN_STATUS_CHANGED",
      +  "OWNERSHIP_CHANGED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PORTFOLIO_CONTRACTED",
      +  "PORTFOLIO_EXPANDED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "TAX_LIEN_LISTED",
      +  "USE_CONVERSION_PERMITTED",
      +  "VACANT_FORECLOSURE_REGISTERED",
      +  "ZONING_EVENT"
      +]
  5. Changed1 schema field changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "FORECLOSURE_FILED",
      -  "LEASE_EXPIRING",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "LOAN_STATUS_CHANGED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PORTFOLIO_CONTRACTED",
      -  "PORTFOLIO_EXPANDED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "TAX_LIEN_LISTED",
      -  "USE_CONVERSION_PERMITTED",
      -  "VACANT_FORECLOSURE_REGISTERED",
      -  "ZONING_EVENT"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEED_RECORDED",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "FORECLOSURE_FILED",
      +  "LEASE_EXPIRING",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "LOAN_STATUS_CHANGED",
      +  "OWNERSHIP_CHANGED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PORTFOLIO_CONTRACTED",
      +  "PORTFOLIO_EXPANDED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "TAX_LIEN_LISTED",
      +  "USE_CONVERSION_PERMITTED",
      +  "VACANT_FORECLOSURE_REGISTERED",
      +  "ZONING_EVENT"
      +]
  6. Changed1 schema field changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "FORECLOSURE_FILED",
      -  "LEASE_EXPIRING",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "LOAN_STATUS_CHANGED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PORTFOLIO_CONTRACTED",
      -  "PORTFOLIO_EXPANDED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "TAX_LIEN_LISTED",
      -  "USE_CONVERSION_PERMITTED",
      -  "VACANT_FORECLOSURE_REGISTERED"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "FORECLOSURE_FILED",
      +  "LEASE_EXPIRING",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "LOAN_STATUS_CHANGED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PORTFOLIO_CONTRACTED",
      +  "PORTFOLIO_EXPANDED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "TAX_LIEN_LISTED",
      +  "USE_CONVERSION_PERMITTED",
      +  "VACANT_FORECLOSURE_REGISTERED",
      +  "ZONING_EVENT"
      +]
  7. Changed1 schema field changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "FORECLOSURE_FILED",
      -  "LEASE_EXPIRING",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PORTFOLIO_CONTRACTED",
      -  "PORTFOLIO_EXPANDED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "TAX_LIEN_LISTED",
      -  "USE_CONVERSION_PERMITTED",
      -  "VACANT_FORECLOSURE_REGISTERED"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "FORECLOSURE_FILED",
      +  "LEASE_EXPIRING",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "LOAN_STATUS_CHANGED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PORTFOLIO_CONTRACTED",
      +  "PORTFOLIO_EXPANDED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "TAX_LIEN_LISTED",
      +  "USE_CONVERSION_PERMITTED",
      +  "VACANT_FORECLOSURE_REGISTERED"
      +]
  8. Changed1 schema field changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "LEASE_EXPIRING",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PORTFOLIO_CONTRACTED",
      -  "PORTFOLIO_EXPANDED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "USE_CONVERSION_PERMITTED"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "FORECLOSURE_FILED",
      +  "LEASE_EXPIRING",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PORTFOLIO_CONTRACTED",
      +  "PORTFOLIO_EXPANDED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "TAX_LIEN_LISTED",
      +  "USE_CONVERSION_PERMITTED",
      +  "VACANT_FORECLOSURE_REGISTERED"
      +]
  9. Changed4 schema fields changed
    • changedInput schema / properties / domain / description
      Previous value: -"Ask an intelligence domain instead of real estate; then `since` is an ISO timestamp."New value: +"An intelligence domain instead of real estate; with it, `since` is an ISO timestamp."
    • changedInput schema / properties / event_type / description
      Previous value: -"One family. Same vocabulary as search_property_events."New value: +"One served event family."
    • changedInput schema / properties / limit / description
      Previous value: -"Max 50. A full page sets `complete: false` in the envelope, which means the backlog was longer than one call: go again immediately with the returned cursor rather than waiting for your next poll interval. The cursor is the last row on the page, never the present moment, so nothing is skipped by doing so."New value: +"Max 50. A full page sets `complete: false` in the envelope, which means the backlog was longer than one page and more rows are available immediately with the returned cursor. The cursor is the last row on the page, never the present moment, so nothing is skipped."
    • changedInput schema / properties / since / description
      Previous value: -"Opaque cursor from a previous call. Omit on the first call to establish a position; that call returns no events by design."New value: +"Opaque cursor from a previous call. Unset on the first call, which establishes a position and returns no events by design."
  10. Changed2 schema fields changed
    • addedInput schema / properties / dfx_id
      Added value: +{
      +  "description": "With `domain`: watch one entity (dfx:fo:, dfx:isi: or dfx:vc: id).",
      +  "type": "string"
      +}
    • addedInput schema / properties / domain
      Added value: +{
      +  "description": "Ask an intelligence domain instead of real estate; then `since` is an ISO timestamp.",
      +  "enum": [
      +    "family_office",
      +    "independent_sponsor",
      +    "venture_capital"
      +  ],
      +  "type": "string"
      +}
  11. Changed1 schema field changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "LEASE_EXPIRING",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "USE_CONVERSION_PERMITTED"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "LEASE_EXPIRING",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PORTFOLIO_CONTRACTED",
      +  "PORTFOLIO_EXPANDED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "USE_CONVERSION_PERMITTED"
      +]
  12. Changed1 schema field changed
    • addedInput schema / properties / limit / description
      Added value: +"Max 50. A full page sets `complete: false` in the envelope, which means the backlog was longer than one call: go again immediately with the returned cursor rather than waiting for your next poll interval. The cursor is the last row on the page, never the present moment, so nothing is skipped by doing so."
  13. Changed1 schema field changed
    • changedInput schema / properties / event_type / enum
      Previous value: -[
      -  "BANKRUPTCY_EVENT",
      -  "CERTIFICATE_OF_OCCUPANCY",
      -  "COMPANY_CONTRACTED",
      -  "COMPLIANCE_PERIOD_ENDING",
      -  "DEMOLITION_FILED",
      -  "DISTRESS_FLAG_RAISED",
      -  "FORECLOSURE_EVENT",
      -  "LEASE_EXPIRING",
      -  "LEASE_TERM_REVISED",
      -  "LOAN_MATURITY_SCHEDULED",
      -  "LOAN_MODIFIED",
      -  "PERMIT_ISSUED",
      -  "PERMIT_STATUS_CHANGED",
      -  "PROPERTY_SOLD",
      -  "SUBSIDY_CONTRACT_EXPIRING",
      -  "USE_CONVERSION_PERMITTED"
      -]New value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "LEASE_EXPIRING",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "USE_CONVERSION_PERMITTED"
      +]
  14. Changed3 schema fields changed
    • addedInput schema / properties / event_type / description
      Added value: +"One family. Same vocabulary as search_property_events."
    • addedInput schema / properties / event_type / enum
      Added value: +[
      +  "BANKRUPTCY_EVENT",
      +  "CERTIFICATE_OF_OCCUPANCY",
      +  "COMPANY_CONTRACTED",
      +  "COMPLIANCE_PERIOD_ENDING",
      +  "DEMOLITION_FILED",
      +  "DISTRESS_FLAG_RAISED",
      +  "FORECLOSURE_EVENT",
      +  "LEASE_EXPIRING",
      +  "LEASE_TERM_REVISED",
      +  "LOAN_MATURITY_SCHEDULED",
      +  "LOAN_MODIFIED",
      +  "PERMIT_ISSUED",
      +  "PERMIT_STATUS_CHANGED",
      +  "PROPERTY_SOLD",
      +  "SUBSIDY_CONTRACT_EXPIRING",
      +  "USE_CONVERSION_PERMITTED"
      +]
    • changedInput schema / properties / since / description
      Previous value: -"Opaque cursor from a previous call. Omit on the first call to establish a position."New value: +"Opaque cursor from a previous call. Omit on the first call to establish a position; that call returns no events by design."
  15. First observed

TDQS

A4.4/5.0
Behavior5/5

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

Annotations already establish read-only, idempotent, non-destructive behavior, but the description adds important operational semantics: the intentionally empty first call, deterministic indexed polling, cost profile, and the crucial learned-time versus occurrence-time distinction. This is exactly the kind of behavioral context annotations do not carry.

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

Conciseness4/5

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

The definition is front-loaded with the core delta-feed concept and includes a useful emphasized note about historical facts flowing through. The second paragraph repeats the learned-versus-happened ordering already stated in the first sentence, but the repetition reinforces a non-obvious behavior rather than wasting space.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a nine-parameter feed tool without an output schema, the description covers the essential mental model, first-call behavior, filtering scope, polling economics, and the historical-ingestion nuance. The schema handles detailed parameter mechanics, so nothing critical is missing for correct invocation.

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?

With 100% schema description coverage, the schema already documents the parameters in detail, including cursor, domain, event_type, and scheduling/historical flags. The description adds a useful high-level summary of filtering by event type, state, and property/parcel id, but does not significantly extend parameter meaning 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 names a specific resource and behavior: a delta feed of what is new since a cursor, ordered by ingestion time rather than occurrence time. It directly distinguishes this from search-oriented siblings by saying 'It answers what is new, not what exists.'

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

Usage Guidelines4/5

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

It gives clear usage context, including that the first cursorless call returns zero events and a starting position by design, and that later calls with that cursor return the learned-in-between events. It also explains when historical events flow through this feed, though it does not explicitly name the sibling alternative for querying existing events.

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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