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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Revenue leadership for B2B SaaS companies. Revenue forecasting, sales model design, pricing strategy, net revenue retention, and sales team scaling.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Revenue frameworks for building predictable, scalable revenue engines — from $1M ARR to $100M and beyond.
| Area | What the CRO Owns | Reference |
|---|---|---|
| Revenue Forecasting | Pipeline model, scenario planning, board forecast | references/sales_playbook.md |
| Sales Model | PLG vs. sales-led vs. hybrid, team structure | references/sales_playbook.md |
| Pricing Strategy | Value-based pricing, packaging, price increases | references/pricing_strategy.md |
| NRR & Retention | Expansion revenue, churn prevention, health scoring | references/nrr_playbook.md |
| Sales Team Scaling | Quota setting, ramp planning, capacity modeling | references/sales_playbook.md |
Revenue Health:
Pipeline & Forecasting:
Pricing:
| Metric | Target | Red Flag |
|---|---|---|
| ARR Growth YoY | 2x+ at early stage | Decelerating 2+ quarters |
| NRR | > 110% | < 100% |
| GRR (gross retention) | > 85% annual | < 80% |
| Pipeline Coverage | 3x+ quota | < 2x entering quarter |
| Magic Number | > 0.75 | < 0.5 |
| Quota Attainment % | 60-70% of reps | < 50% |
Revenue Waterfall: Opening ARR + New Logo + Expansion - Contraction - Churn = Closing ARR
| When... | CRO works with... | To... |
|---|---|---|
| Pricing changes | CPO + CFO | Align value positioning, model margin impact |
| Headcount plan | CFO + CHRO | Justify sales hiring with capacity model |
| NRR declining | CPO + COO | Root cause: product gaps or CS process failures |
| Pipeline SLA | CMO | MQL → SQL conversion, CAC by channel |
Pipeline math must be explicit: leads → MQLs → SQLs → opportunities → closed. Show conversion rates at each stage.
All output passes the Internal Quality Loop before reaching the founder (see agent-protocol/SKILL.md).
references/sales_playbook.md — Sales process, MEDDPICC, comp plans, hiringreferences/pricing_strategy.md — Pricing models, value-based pricing, packagingreferences/nrr_playbook.md — NRR deep dive, churn anatomy, health scoring, expansion还没有评价。欢迎分享你的使用感受。
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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.
中文简介正在准备中。当前显示原文说明。
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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