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Content QA recordNo hidden AI claim

Transit Survival Kit content audit

What the Transit Survival Kit content audit verifies automatically, what remains pending for human review, and which source version the recorded results cover.

PRINCIPLES

Principles

Automation and human review stay separate

The automated score covers safety, structure, length, literal duplication, and runtime coverage. It does not certify natural English or replace a plain-reader retelling test.

The conclusion comes before the evidence

Each result card leads with a plain-language takeaway and daily example before showing the transit, natal point, house, and orb evidence.

Engineering and human approval stay separate

The implementation can pass calculation, safety, route, and layout checks while independent plain-reader and high-risk copy review remain external release gates.

HOW IT WORKS

How it works

Explicit source library

The reviewed library contains 448 explicit records: 100 transit aspects, 66 natal reactions, 72 houses, 120 actions, 40 retrogrades, 30 timing notes, and 20 boundaries.

Automated copy checks

The recorded run found a 15-word longest sentence, a 12.02-word narrative average, no exact normalized sentence duplicates, and no exact full-action duplicates.

Runtime coverage trace

Current personalized product logic can trigger 412 of 448 records. The other 36 records are intentionally context-only references: 25 specialized timing states and 11 high-risk boundaries that must not be shown as personal findings without matching data or user context.

Version-bound evidence

The engineering record stores the content-manifest, runtime-assembly, and audit-script SHA-256 values with the audit run timestamp.

LIMITATIONS

Limitations

Human language review is pending

The current record does not claim that all 448 English entries have passed an independent human correctness or readability review.

High-risk review is pending

Seventy-six health, money, legal, house, retrograde, and safety-boundary entries still require line-by-line human review.

Reserved copy is not a missing result

A reserved timing or safety entry is withheld when the calculation does not support it. This prevents the tool from presenting a holiday, legal, health, or crisis boundary as if it applied to every user.