ab-test-setup
FreePlan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Operations leadership for scaling companies. Process design, OKR execution, operational cadence, scaling playbooks, and cross-functional coordination.
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Operational frameworks for turning strategy into execution, scaling processes, and building the organizational engine.
The CEO sets direction. The COO makes it happen. Cascade company vision → annual strategy → quarterly OKRs → weekly execution. See references/ops_cadence.md.
Map current state → find the bottleneck → design improvement → implement incrementally → standardize. See references/process_frameworks.md.
Process Maturity Scale:
| Level | Name | Signal |
|---|---|---|
| 1 | Ad hoc | Different every time |
| 2 | Defined | Written but not followed |
| 3 | Measured | KPIs tracked |
| 4 | Managed | Data-driven improvement |
| 5 | Optimized | Continuous improvement loops |
Daily standups (15 min, blockers only) → Weekly leadership sync → Monthly business review → Quarterly OKR planning. See references/ops_cadence.md.
What breaks at each stage: Seed (tribal knowledge) → Series A (documentation) → Series B (coordination) → Series C (decision speed). See references/scaling_playbook.md.
RACI for key decisions. Escalation framework: Team lead → Dept head → COO → CEO based on impact scope.
| Category | Metric | Target |
|---|---|---|
| Execution | OKR progress (% on track) | > 70% |
| Speed | Decision cycle time | < 48 hours |
| Quality | Customer-facing incidents | < 2/month |
| Efficiency | Revenue per employee | Track trend |
| Efficiency | Burn multiple | < 2x |
| When... | COO works with... | To... |
|---|---|---|
| Strategy shifts | CEO | Translate direction into ops plan |
| Revenue targets change | CRO | Adjust capacity planning |
| Budget constraints | CFO | Find efficiency gains |
Map processes sequentially. Identify each step, handoff, and decision point. Find the bottleneck using throughput analysis.
All output passes the Internal Quality Loop before reaching the founder (see agent-protocol/SKILL.md).
references/scaling_playbook.md — what changes at each growth stagereferences/ops_cadence.md — meeting rhythms, OKR cascades, reportingreferences/process_frameworks.md — lean ops, TOC, automation decisionsNo reviews yet. Tell others what you thought.
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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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