Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Generate QA test plan for a sprint or feature. Classifies stories by test type, outputs automated/manual/smoke/playtest coverage.
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Generates structured QA plan for sprint/feature/story. Reads story files + GDDs, classifies by test type, produces plan with automated tests, manual checks, smoke scope, playtest requirements. Run before sprint begins.
Output: production/qa/qa-plan-[sprint-slug]-[date].md
sprint — read latest file in production/sprints/, extract story paths (prefer sprint-status.yaml if exists)feature: [name] — glob production/epics/*/story-*.md, filter by system namestory: [path] — single fileMissing story files → note as MISSING, continue with rest.
Per story extract: title/ID, story type, acceptance criteria, implementation files, engine notes, GDD/ADR references, estimate, dependencies.
Supporting context (once): design/gdd/systems-index.md, GDD Acceptance Criteria + Formulas sections for each referenced GDD, docs/architecture/control-manifest.md forbidden patterns.
| Story Type | Indicators |
|---|---|
| Logic | Calculations, formulas, thresholds, state transitions, data validation |
| Integration | ≥2 systems interacting, events across boundaries, save/load, network |
| Visual/Feel | Animation, VFX, shaders, timing, screen shake, audio sync |
| UI | Menus, HUD, buttons, screens, tooltips, panels |
| Config/Data | Balance tuning, data files, configuration only |
Mixed stories: assign primary by highest implementation risk, note secondary. Show classification summary table before Phase 4.
Sections:
Use actual story titles and GDD content — no placeholder text.
Show plan (or summary if very long). "May I write to production/qa/qa-plan-[sprint-slug]-[date].md?"
After writing: share with team before sprint, run /smoke-check sprint after implementation, create test files at listed paths before marking done.
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Web/mobile accessibility decision guide: WCAG 2.2 AA, ARIA, keyboard nav, focus management, contrast, testing. Use for: a11y, accessibility, wcag, aria, screen reader, keyboard, contrast.
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Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
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Musica interactiva para juegos: layering vertical, re-secuenciacion horizontal, stingers, reglas de transicion con sync points, y mapeo de estados de gameplay a musica. Usar para: musica adaptativa, sistema de musica dinamica, transiciones musicales, combat music.
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Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
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Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
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