skills/specialists/specialist-ac-verifier/SKILL.md
Maps acceptance criteria to implementation evidence, tests, and scope creep. Use during review when a diff, PR, ticket, or story includes numbered ACs.
npx skillsauth add hoangnguyen0403/agent-skills-standard specialist-ac-verifierInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Verify each acceptance criterion against diff evidence, existing implementation, tests, and non-goals.
BLOCKED instead of guessing scope.### AC Verification
| # | Acceptance Criteria | Status | Evidence |
| --- | --- | --- | --- |
| [AC] | [text] | [status] | [evidence] |
#### Scope Creep
- [item or None]
#### Missing ACs
- [item or None]
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.