Specification Quality Checklist: Structured Data Field Mapping and Ingestion¶

Purpose: Validate specification completeness and quality before proceeding to planning Created: 2025-12-18 Updated: 2025-12-18 (post-clarification) Feature: spec.md

Content Quality¶

No implementation details (languages, frameworks, APIs)
Focused on user value and business needs
Written for non-technical stakeholders
All mandatory sections completed

Requirement Completeness¶

No [NEEDS CLARIFICATION] markers remain
Requirements are testable and unambiguous
Success criteria are measurable
Success criteria are technology-agnostic (no implementation details)
All acceptance scenarios are defined
Edge cases are identified
Scope is clearly bounded
Dependencies and assumptions identified

Feature Readiness¶

All functional requirements have clear acceptance criteria
User scenarios cover primary flows
Feature meets measurable outcomes defined in Success Criteria
No implementation details leak into specification

Clarification Session Summary¶

Session: 2025-12-18 Questions Asked: 3 Decisions Made: 1. Record identification: Require explicit id_field parameter 2. Field weights: Removed from scope (simplification) 3. Metadata defaults: Include all fields when metadata_fields not specified

Notes¶

All items pass validation
Spec is ready for implementation planning
This feature builds upon US 6.1.1 (Unstructured Vector Ingestion and Search) and shares the same vector database persistence infrastructure
Database source integration (US3) is intentionally lower priority as file-based sources cover most use cases
Field weights feature intentionally deferred to reduce initial complexity