Install
openclaw skills install bookforge-growth-team-structure-plannerUse this skill to design a cross-functional growth team for a Series A–B scaling startup and produce a concrete proposal the growth lead can bring to their executive team. Recommends product-led (growth team embedded in product) vs independent (standalone growth team reporting to CEO or VP Growth) based on org context, assigns named roles (growth lead, PM, engineer, designer, data analyst, marketer), defines executive sponsorship requirements, and drafts a kickoff meeting agenda. Triggers when user asks 'how do I structure a growth team?', 'should growth be under product or standalone?', 'who should be on my growth team?', 'what roles does a growth team need?', 'how do I pitch a growth team to my CEO?', 'growth team kickoff', 'first growth hire', 'growth team model', or 'building a growth team from scratch'. Also activates for 'our marketing and product aren't aligned on growth', 'we need a growth function but don't know how to structure it', 'growth team charter', or 'growth team proposal'.
openclaw skills install bookforge-growth-team-structure-plannerDesign a cross-functional growth team proposal that a Growth PM or Head of Growth
can bring to their executive team. Produces two ready-to-present documents:
growth-team-proposal.md (model rationale, roles, sponsorship plan) and
kickoff-agenda.md (first team meeting, structured to align on North Star,
growth levers, and velocity commitment).
Use this skill when you are tasked with building or proposing a growth team and need to make an org design decision (product-led vs independent), staff it with the right cross-functional roles, secure executive buy-in, and run a first meeting that sets the team up to experiment immediately.
This skill is appropriate before running any growth experiments. It precedes
north-star-metric-selector (metric alignment) and high-tempo-experiment-cycle
(weekly experimentation cadence). Use it when you have product-market fit signals
but no structured growth function yet.
Not appropriate for: teams already operating with a defined growth process, or companies pre-product-market fit (growth investment at that stage is premature).
Before producing the proposal, collect this information from the user. Ask for it directly if org-context.md has not been provided.
7 questions to ask:
Company stage and headcount: Series A or B? How many people total, and roughly how many in product, engineering, marketing, and data?
Existing growth ownership: Who currently owns metrics like activation rate, retention, and revenue? Is it distributed across departments or does someone own it end-to-end?
Reporting lines: Does the CEO have direct involvement in growth decisions? Is there a VP Product, VP Marketing, or VP Engineering who would be the natural exec sponsor?
Political constraints: Are there known turf tensions between product and marketing? Has a previous cross-functional initiative failed? Who would resist a growth team and why?
Budget and hiring authority: Is this team assembled from existing staff, new hires, or a mix? Does the growth lead have a headcount budget?
Product complexity: Single product or multiple? One audience or several? This determines whether scope should be narrow (one product area) or broad (all growth levers).
Exec alignment: Has the CEO or a C-level executive explicitly endorsed a growth investment? Or does this proposal need to make the case from scratch?
Evaluate the org context against two models identified from Silicon Valley growth team research (McInnes and Miyoshi):
Product-Led (Functional) Model:
Independent (Stand-Alone) Model:
Decision matrix:
| Signal | Product-Led | Independent |
|---|---|---|
| CEO actively involved in growth decisions | Either | Prefer Independent |
| Multiple products, established PM org | Prefer Product-Led | — |
| Single product, one core metric | — | Prefer Independent |
| High cross-functional friction expected | Prefer Product-Led (less disruption) | — |
| Growth must span marketing + product + data | — | Prefer Independent |
| Series A, <50 people | — | Prefer Independent |
| Series B, 50–200 people | Prefer Product-Led | Either |
Document the recommended model and the two or three org-context signals that drove
the recommendation. This becomes Section 1 of growth-team-proposal.md.
List each role with name, function source (which existing team they come from or whether they are a new hire), time commitment, and key responsibilities.
Core six roles:
| Role | Source | Minimum commitment | Core responsibility |
|---|---|---|---|
| Growth Lead | New hire or internal promotion | Full-time | Sets focus area and objectives, runs weekly growth meeting, monitors experiment velocity, owns North Star metric |
| Data Analyst | Data/BI team | Full-time or 80% | Builds cohort reports and funnel reports, compiles experiment results, identifies metric drop-off points, prepares weekly analytics brief |
| Engineer | Engineering team | Full-time (dedicated, not on loan) | Implements experiment code, builds A/B test infrastructure, runs technical variants |
| Marketer | Marketing team | Full-time or 60% | Runs promotional channel experiments (paid, email, content), implements channel-level tests |
| Designer | Design/UX team | 50% minimum | Designs experiment variants, collects qualitative user feedback, evaluates feature usability |
| Product Manager | Product team | 50% minimum (optional at Series A) | Coordinates experiment dependencies with product roadmap, manages stakeholder alignment |
Minimum viable team (Series A, <30 people): Growth Lead + Data Analyst + Engineer + Marketer. Designer and PM fold into existing roles.
Growth team sizing examples:
Document each role as a one-paragraph job description stub. This becomes
Section 2 of growth-team-proposal.md.
Growth teams need authority to cross established departmental boundaries. Without a named exec sponsor who can resolve turf conflicts at the C-suite level, teams get blocked by brand guidelines, product roadmap locks, and budget gatekeeping.
Sponsorship requirements by company stage:
Series A / founder-led: CEO or founder is the sponsor. Non-negotiable. If the CEO won't sponsor it, growth investment is premature. The sponsor attends the kickoff meeting and the first four weekly growth meetings to signal organizational commitment.
Series B / professional management team: VP Growth, VP Product, or COO is the sponsor. The sponsor has cross-suite authority — meaning they can authorize the growth team to run experiments that touch marketing assets, product features, and pricing without needing separate approvals from each department head.
Sponsorship operating model: The exec sponsor is not a day-to-day manager. Their role is: (a) clear political blockers when the growth team's experiments conflict with other departments, (b) attend growth meeting reviews quarterly to assess progress against North Star, and (c) protect growth team headcount and budget from reorganizations.
Document sponsor name (or title if not yet identified), their authority scope,
their attendance commitment for the first 90 days, and the escalation path when
experiments hit departmental resistance. This becomes Section 3 of
growth-team-proposal.md.
For the first 90 days:
Scope: Choose one area — one product, one funnel stage (e.g., activation), or one metric (e.g., D7 retention). Do not attempt to cover all growth levers in the first quarter.
Permanence: Propose the team as permanent, not project-based. Project-based growth teams lose institutional knowledge when disbanded and restart from zero. Document the intended permanence.
Experiment velocity target: Start with 1–2 experiments per week. Scale to 10–20 as team builds confidence. Document the week-1 velocity commitment.
Reporting cadence: Weekly growth meeting (all team members). Monthly North Star review with exec sponsor. Quarterly scope reassessment.
This becomes Section 4 of growth-team-proposal.md.
The kickoff is the first growth team meeting. It should run 90–120 minutes and produce four shared commitments.
Kickoff agenda structure:
Opening (15 min)
Charter review (20 min)
North Star commitment (20 min)
north-star-metric-selector runs first)First experiment discussion (30 min)
Cadence agreement (15 min)
This becomes kickoff-agenda.md, formatted as a shareable meeting doc with
blank sections for participants to fill in during the meeting.
Write two files:
growth-team-proposal.md containing:
kickoff-agenda.md containing:
Growth without executive sponsorship dies in six months. The first cross- functional experiment will hit departmental resistance. Without a named sponsor who can clear the path at the C-suite level, the team burns its credibility on internal politics instead of experiments.
Product-led vs independent is not about quality — it's about org physics. Neither model is better. The right model is the one that generates the least political friction given the company's existing reporting lines and the CEO's appetite for disruption.
The engineer must be dedicated, not on loan. Growth teams that share engineers with product squads will lose those engineers to roadmap emergencies within weeks. Experiment velocity requires a committed engineer who can push code on the growth team's schedule, not product's.
Start narrow, expand after wins. The first scope should be one product area or one funnel stage. A single, visible win in a narrow area converts skeptical department heads into advocates faster than a broad mandate with diffuse results.
The kickoff meeting is the team's founding contract. Every team member must leave the kickoff with a shared understanding of: the North Star metric, the velocity target, and who owns what. An unstructured kickoff produces an unstructured team.
Resist the urge to outsource the core. External consultants can add specialist expertise (e.g., a paid acquisition specialist), but internal product knowledge cannot be hired in. The growth lead must be deeply familiar with the product and the customer.
Scenario: 35-person Series A SaaS company. Product team (5 engineers, 2 PMs), marketing team (3 people), one data analyst. CEO is focused on fundraising. VP Product has strong exec presence and wants to own growth.
Trigger: Head of Growth (newly hired) asked to propose a team structure before their first 30-day review.
Process: Org context signals point to product-led model — established PM org, VP Product as natural sponsor, CEO bandwidth is limited, and realigning reporting lines would require board approval. Growth lead reports to VP Product. Team roster: growth lead (new hire) + one dedicated engineer (from product team) + marketer (from marketing, 80% allocation) + data analyst (full-time, from existing team). Designer is shared at 50%. Scope: activation funnel only (D7 retention is the North Star). Velocity target: 2 experiments per week.
Output: growth-team-proposal.md with VP Product named as sponsor and
authority to approve experiments touching onboarding flow and email without
separate product team sign-off. kickoff-agenda.md with first experiment
discussion focused on onboarding drop-off points surfaced by data analyst.
Scenario: 90-person Series B consumer app. Four product squads (acquisition, activation, retention, monetization), large marketing team, CEO actively engaged in growth decisions. Marketing and product have friction over campaign attribution.
Trigger: CEO asks Head of Growth to propose a standalone growth function that can run cross-funnel experiments without requiring approvals from each squad PM.
Process: Independent model is the clear fit — growth must span four existing squads, CEO is the sponsor and has expressed willingness to create a new reporting line, and the cross-departmental friction is exactly what the independent model is designed to break through. Growth lead reports to CEO directly. Team: growth lead + two dedicated engineers + data analyst + marketer + UX designer, all full-time. Scope: North Star metric is weekly active engagements (WAE); first 90-day focus is top-of-funnel acquisition conversion. Velocity target: 5 experiments per week by end of month 1.
Output: growth-team-proposal.md establishing the growth team as a permanent
standalone unit with CEO sponsorship letter attached. kickoff-agenda.md including
all four squad PMs as observers for the first meeting to signal that the growth
team has cross-functional authority, not just advisory status.
references/growth-team-model-comparison.md — Side-by-side comparison of
product-led vs independent models with full criteria tablereferences/role-definitions.md — Expanded job description templates for all
six growth team rolesreferences/kickoff-facilitation-guide.md — Facilitator notes for running
the kickoff meeting including common objections and how to handle themThis skill is licensed under CC-BY-SA-4.0. Source: BookForge — Hacking Growth by Sean Ellis and Morgan Brown.
After structuring your team, install the operating system:
clawhub install bookforge-north-star-metric-selector — pick the metric the team will orient aroundclawhub install bookforge-high-tempo-experiment-cycle — install the weekly experimentation cadenceclawhub install bookforge-product-market-fit-readiness-gate — confirm PMF before investing in teamBrowse more: bookforge-skills