skills/quality-engineering/quality-engineering-business-analysis/SKILL.md
Investigate requirements with atomic AC decomposition, actor/permission matrix, platform parity audit, truth table verification, and edge case discovery. Also enforces User Story authoring standards: story structure, scope fences, platform tags, toggle contracts, market isolation, and deferral patterns. Use when writing, reviewing, or improving User Stories, acceptance criteria, or doing impact analysis — especially for stories with multi-condition AC, feature toggles, market variants (VN/MY/SG), or undefined platform behavior.
npx skillsauth add hoangnguyen0403/agent-skills-standard quality-engineering-business-analysisInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Customer, Sales Rep, Admin).Active, Suspended) and network states.As a [Actor], I want [Goal], so that [Value].Given / When / Then block — one condition per block.[WEB], [MOBILE], or [BOTH] — never mix platforms in one AC block.Toggle: <FlagName> = ON/OFF.[Market: VN], [Market: MY], etc.## In Scope, ## Out of Scope, and ## Deferred sections. Deferred items must link to Jira ticket — never write "to discuss".See User Story Template for full authoring template.
[MOBILE ONLY] buried inline hides parity gaps — use platform tags.## Deferred.Run after authoring or reviewing any User Story before marking it ready for development:
[WEB], [MOBILE], or [BOTH] platform tag= ON and = OFF states explicitlyAnd condition (split if it )## Deferred## In Scope, ## Out of Scope, and ## Deferred sectionsAs a / I want / So that header[Market: VN], [Market: MY], etc.testing
Infer the requesting operator's technical fluency from message content (never ask directly) and adapt register — business, hybrid, or technical — across SDLC workflow output. Use when starting sdlc, brainstorm-feature, plan-feature, verify-work, publish-notes, or session-report, or whenever a request's phrasing signals a non-technical or cross-stack operator.
documentation
Define transaction boundaries, locking, and consistency guarantees for multi-step writes. Use when designing atomic operations, retries, idempotency, or concurrent write behavior.
development
Design relational or document schemas from access patterns, cardinality, and lifecycle. Use when modeling entities, choosing embed vs normalize, or shaping schema boundaries before implementation.
data-ai
Diagnose database latency with explain plans, index ownership, and query-shape review. Use when a query is slow, an index is missing, or scans and N+1 patterns appear.