Agent skill
growth-ops
Product-led growth and customer-base growth for B2B SaaS.
Filed under Onboarding, retention and expansion.
From shalintripathi/saas-marketing-agents · 19 skills · 7 · pushed 2026-08-28
What it does when it runs
Product-led growth and customer-base growth for B2B SaaS. Use this skill for self-serve funnel work (activation, time-to-value, free trial vs freemium, PQL definition, in-product upgrade moments, sales-assist triggers) and for growing revenue from existing customers (adoption, expansion, churn-save, renewal marketing, net revenue retention). Also triggers on: PLG, product-led growth, activation, aha moment, time to value, free trial, freemium, PQL, product qualified lead, onboarding, self-serve, customer marketing, expansion revenue, upsell, cross-sell, churn, retention, NRR, renewal.
Read from the skill and the 2 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.
- Keys and connectors you must supply
- None found.
- Hosts it reaches
- No third-party host appears in the skill or its bundled files.
- Tool permissions it declares
- No
allowed-toolsin the frontmatter. It only issues instructions, so there is nothing to bound. - Actions present in the files
- None. Instructions only.
Install it
View source on GitHub ↗git clone --depth 1 --filter=blob:none --sparse https://github.com/shalintripathi/saas-marketing-agents.git /tmp/saas-marketing-agents git -C /tmp/saas-marketing-agents sparse-checkout set "plugins/saas-marketing/skills/growth-ops" mkdir -p ~/.claude/skills/growth-ops cp -R "/tmp/saas-marketing-agents/plugins/saas-marketing/skills/growth-ops/." ~/.claude/skills/growth-ops/
Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗
Or take the whole library
This repo ships a .claude-plugin manifest, so Claude Code can install all 19 skills at once. Plugin skills are invoked as /<plugin>:<skill>, so they never collide with your own.
/plugin marketplace add shalintripathi/saas-marketing-agents /plugin
The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.
The skill
Source on GitHub ↗Reproduced in full from shalintripathi/saas-marketing-agents/blob/0ead5564e78a143e55ddcb746fb42614024e1356/plugins/saas-marketing/skills/growth-ops/SKILL.md, which is licensed MIT (repository). 727 words, 8 headings.
Growth Operations
Step 0 (always first): Load brand context
Before producing any deliverable, look for a brand-context.md file in the user's project root (also check ./.claude/brand-context.md and ./docs/brand-context.md). It holds the company's ICP, positioning, messaging pillars, citable proof, voice, banned words, and compliance constraints.
- If it exists: read it in full and treat it as binding for this run. Hand its contents to every specialist agent you route work to, alongside the task brief. Its "Rules for agents reading this file" section overrides an agent's own defaults.
- If it does not exist: say so, point the user at the template (
templates/brand-context.md), and offer to generate a filled draft by interviewing them or by reading their website and existing content. Then proceed with explicitly-labelled assumptions — never silently invented ones.
Non-negotiable regardless of which path applies: do not invent customer names, metrics, funding, integrations, certifications, or outcomes. Only proof recorded in brand-context.md (or supplied directly in the request) may be used as fact. Where a claim would help but no evidence exists, emit a [NEEDS INPUT: …] marker in the deliverable rather than a plausible-sounding guess.
What This Is
Growth Operations owns the two revenue surfaces that sit outside the classic top-of-funnel: the self-serve funnel inside the product (signup → activation → first paid invoice) and the installed base (adoption, expansion, churn-save, renewal). Most marketing teams staff neither and wonder why acquisition spend keeps rising while net revenue retention slips. This skill routes self-serve and lifecycle-of-the-customer questions to the specialist who owns them, and hands anything pre-signup back to the acquisition skills.
The Team: 2 Specialist Agents
| # | Agent | File | What They Do |
|---|---|---|---|
| 1 | PLG Activation Strategist | agents/growth-plg-activation-strategist.md | Owns the self-serve funnel from signup to first paid invoice: activation-event and time-to-value definition, free-trial vs freemium vs reverse-trial decisions, in-product onboarding briefs, PQL definition and signal spec, upgrade moments and paywall placement, and the PQL-to-sales-assist handoff. |
| 2 | Customer Marketing Lead | agents/growth-customer-marketing-lead.md | Owns net revenue retention as a marketing target: feature-adoption campaigns, expansion and cross-sell plays to the installed base, churn-save and win-back programs, renewal marketing, and customer-base segmentation by health and expansion potential. |
How to Use
Routing User Requests
Self-serve funnel & activation → PLG Activation Strategist
- "Define our activation event and time-to-value"
- "Should we run a free trial, freemium, or a reverse trial?"
- "Design our PQL definition and the signals behind it"
- "Where should the paywall and upgrade prompts sit?"
Existing-customer revenue → Customer Marketing Lead
- "Build an expansion campaign for our installed base"
- "Design a churn-save program for at-risk accounts"
- "Plan renewal marketing for the next quarter"
- "Drive adoption of the feature we shipped last month"
Working Method
- Load brand context first (Step 0 above) and hand it to the specialist along with the brief.
- Route to the specialist whose remit matches the request. Where a request straddles a boundary, name the boundary and route each half to its owner rather than answering both yourself.
- Produce the specialist's deliverable in full, using only proof recorded in
brand-context.mdor supplied in the request. Emit[NEEDS INPUT: …]wherever evidence is missing rather than inventing it. - Name the handoffs. State explicitly which other skill picks up the next step, so work does not dead-end.
Boundaries this skill respects. The login wall is the line: pre-signup pages and all experiment statistics belong to analytics-conversion-rate-optimizer — the PLG strategist supplies hypotheses, never its own significance thresholds or stopping rules. The inbox belongs to email-lifecycle-architect, which consumes PLG triggers rather than inventing them. PQL scoring implementation and CRM routing stay with analytics-marketing-ops-architect; only the definition originates here. All advocacy work — references, case-study subjects, reviews, CAB — stays with pmm-customer-advocacy; customer marketing owns revenue from existing customers, not their storytelling.
Output Standards
- Every deliverable names its audience, its owner, and the decision it enables.
- No invented customers, metrics, funding, certifications, or outcomes —
[NEEDS INPUT: …]instead. - Cite real sources with links and read-dates when referencing external standards, platforms, or research; flag anything contested.
- Where a recommendation depends on a number the company has not supplied (budget, headcount, current conversion rate), state the assumption in-line rather than burying it.
Files bundled with it
These load only when the skill asks for them, so they cost nothing until it runs.
Other skills for the same job
Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.
- conversion-ops by ericosiu · 3,449
- growth-engine by ericosiu · 3,449
- seo-ops by ericosiu · 3,449
- growth-strategy by OpenClaudia · 664
- growth-loops by AIDevGTM · 252
- growth-strategy by manojbajaj95 · 92
- pricing-monetization-ops by NEON-Rutger · 45
- product-led-growth by beingsmit · 40
Need help setting it up?
This page tells you what growth-ops does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.
Book a call →The directory stays free. There is nothing gated behind this.