cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 82
Set up analytics tracking for actionable insightsskillMarketingProductL2+12pp measured
analytics · When you're instrumenting a site and need consistent, decision-first tracking architecture.
WORKS 27
Profile competitors with scraping and SEO dataskillMarketingProductL2-8pp measured
competitor-profiling · When you need repeatable, timestamped snapshots of 3-5 competitors for positioning and market analysis.
WORKS 50
Design statistically valid A/B testsskillProductMarketingL10pp measured
ab-testing · Validating product hypotheses where statistical rigor and p-value confidence matter more than speed.
WORKS 50
Design lifecycle email flowsskillMarketingProductL20pp measured
lifecycle-marketing-campaigns · Product and growth teams when you need email flow templates for specific user segments (free → paid, trial expiration, churn win-back) with day-by-day structure.
WORKS 80
Track and compare competitor content activityskillMarketingProductL3+10pp measured
competitor-content-tracker · Product strategy when you need quantified evidence of competitor activity (release velocity, topic focus, engagement trends) to inform roadmap priorities.
WORKS 74
Scale apps virally through social mediaskillMarketingProductL1+4pp measured
social-growth-engineer · Taking a consumer app from 0 to $20K MRR in 14-60 days through coordinated multi-account volume + UGC
WORKS 82
Set up analytics tracking for product decisionsskillProductMarketingL2+12pp measured
analytics-tracking · Analyst or PM setting up comprehensive analytics for SaaS or product — covers full workflow from business context → decision questions → event naming → GA4 implementation, with templates for essential events.
WORKS 82
Set up analytics tracking for product decisionsskillProductMarketingL2+12pp measured
analytics-tracking · PM or analyst implementing analytics for SaaS product — full workflow from business questions → event design → GA4 setup, with essential event templates for apps and marketing sites.
WORKS 27
Size launches and execute GTMskillMarketingProductL2-8pp measured
product-launch-gtm · Product teams when you need a launch sizing matrix to avoid oversized GTM for minor features while ensuring major innovations get full activation.
WORKS 87
Gather competitive product and strategy intelligenceskillProductMarketingL3+17pp measured
orthogonal-competitor-research · Competitive intelligence on established SaaS/tech competitors where pricing, product features, and leadership changes are public signals.