AB-410 cheat sheet

An unverified domain label is reproduced with the exact placeholder text captured at intake; no official name is substituted or inferred.

Domain IDs are assigned sequentially as strings ("1", "2") in the order the domains appear in the intake record.

Section count equals domain count: two domains produce exactly two cheat-sheet sections, with no summary, appendix, or "miscellaneous" section added.

Bullet density is bounded at 6 to 9 per section; use the upper half of the range when the stated scope is broad or multi-part.

Flashcard volume is fixed at 32 cards total, so a two-domain exam distributes 16 cards to each domain to stay balanced.

Term length ceiling is six words; the definition window is 15 to 40 words, with under 15 lacking context and over 40 reducing recall testing value.

Self-containment test: a card passes only if the definition is fully intelligible when the term is hidden from the reader.

Any fact that cannot be stated with confidence is recorded as null with a review flag rather than replaced by a plausible-sounding guess.

A domain name counts as confirmed only when it appears verbatim in a vendor-published exam or skills outline for that exam code.

Two independent sources are required before placeholder text is replaced with a verified domain name.

Vendor-published outlines and study guides qualify as one source; third-party summaries and forum posts are never treated as primary.

If the exam code resolves to no published outline, the correct output is the placeholder label plus a review flag, not an inferred domain name.

Exam codes are matched case-insensitively, so "ab-410" and "AB-410" resolve to the same record and the same domain set.

Renaming a domain does not renumber it; domain IDs stay stable across revisions so downstream card and section links keep working.

Published domain weights must sum to 100 percent; a domain with no stated weight means weights are unknown, not zero.

Placeholder text is preserved verbatim, including internal punctuation such as an em dash separator between label and status.

Review status propagates upward: a section built on an unverified domain cannot be marked verified even when individual bullets are accurate.