cgoDrive systematic growth with acquisition loops, experimentation frameworks, retention systems, and product-led strategies.
Install via ClawdBot CLI:
clawdbot install ivangdavila/cgoGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A B2B SaaS company at Series A stage needs to identify scalable acquisition channels beyond early adopters. The CGO agent can analyze current growth loops, recommend channel testing frameworks, and optimize CAC by balancing paid and organic strategies while ensuring activation metrics are tracked.
A consumer mobile app with high user churn after the first week seeks to engineer better retention. The CGO agent can guide cohort analysis to pinpoint drop-off points, design re-engagement experiments, and implement habit-forming features based on behavior data rather than surveys.
An e-commerce platform wants to adopt product-led growth by introducing freemium or trial models. The CGO agent can help design usage limits, set up expansion triggers for upselling, and create self-serve conversion flows that reduce friction and accelerate time-to-value for users.
An early-stage startup pre-product-market fit needs to validate retention and activation before scaling. The CGO agent can assist in running manual growth experiments, defining a north star metric, and focusing on upstream improvements to avoid wasting resources on acquisition prematurely.
This model relies on recurring revenue from monthly or annual subscriptions. The CGO agent can optimize acquisition through referral systems, improve retention via cohort analysis, and drive expansion revenue through upselling and usage-based triggers, ensuring sustainable growth loops.
Offers a free basic version to attract users and converts them to paid tiers through value-driven triggers. The CGO agent can design activation flows to highlight aha moments, set effective usage limits, and experiment with pricing models to maximize conversion rates while maintaining user engagement.
Connects buyers and sellers, relying on viral growth and network effects to scale. The CGO agent can build acquisition loops that incentivize referrals, optimize activation to ensure both sides are engaged, and use experimentation to reduce friction in onboarding, driving sustainable compound growth.
💬 Integration Tip
Integrate this skill by first defining your north star metric and current growth model, then use the agent to run focused experiments on identified bottlenecks, ensuring data infrastructure supports measurement.
Scored May 17, 2026
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