Real Estate: Lease Abstraction with Claude Code: Result JSON Schema
A production playbook for lease abstraction in real estate operations using Claude Code: result json schema, run-scoped inputs, logs, typed results, and artifacts.
Audience: Real estate asset management teams
The problem
Real estate asset management teams need lease abstraction to run repeatedly against leases, amendments, rent schedules, options, and obligations. In real estate operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Define the outer result contract once, let the lease abstraction skill own body.data, and reject terminal output that does not match the expected schema.
Tradeoffs and failure modes
Schema enforcement adds upfront design work, but removes prompt parsing from the product surface. For lease abstraction, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Result shape
{
"schema_version": "argo.result.v1",
"summary": "lease abstraction completed",
"body": { "type": "real_estate_lease_abstraction", "data": {}, "exceptions": [] },
"artifacts": []
}
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