Files
clawfort/openspec/specs/translation-quality-validation-gates/spec.md
Santhosh Janardhanan 679561bcdb
Some checks failed
quality-gates / lint-and-test (push) Has been cancelled
quality-gates / security-scan (push) Has been cancelled
First deployment
2026-02-13 09:14:04 -05:00

1.3 KiB

Purpose

Canonical specification for translation-quality-validation-gates requirements synced from OpenSpec change deltas.

Requirements

Requirement: Translation output passes quality validation before use

The system SHALL validate generated Tamil and Malayalam translation output for language/script sanity and gibberish risk before persistence or delivery.

Scenario: Valid translation accepted

  • WHEN generated translation passes configured language and quality checks
  • THEN the system stores and serves the translated content
  • AND records a successful validation outcome

Scenario: Invalid translation rejected

  • WHEN generated translation fails language/script or gibberish checks
  • THEN the system rejects translated output for that article-language pair
  • AND records a validation failure reason for operations visibility

Requirement: Validation failure fallback is deterministic

When translation quality validation fails, the system SHALL provide deterministic English fallback behavior.

Scenario: Failed translation falls back to English

  • WHEN a client requests language content for an article whose translation failed validation
  • THEN the system returns English source headline and summary
  • AND response shape remains consistent with language-aware responses