bookforge-product-market-fit-readiness-gateUse this skill to determine whether a product is ready for scaled growth experimentation BEFORE investing in acquisition, activation, or retention hacks. Run...
Install via ClawdBot CLI:
clawdbot install quochungto/bookforge-product-market-fit-readiness-gateGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://github.com/bookforge-ai/bookforge-skills/tree/main/books/hacking-growth/Audited Apr 17, 2026 · audit v1.0
Generated May 20, 2026
A B2B SaaS company with a few hundred active users is considering hiring a growth team and launching a paid acquisition campaign. The growth PM needs to validate that the product is a must-have before investing budget and headcount.
A social or productivity app with stable but modest organic growth is debating whether to run a referral program or influencer campaign. The team wants to confirm product-market fit to avoid wasting resources on premature scaling.
A two-sided marketplace has been running experiments with inconclusive results. Leadership is questioning if the product truly solves a must-have need for either side before doubling down on growth tactics.
An existing company launches a new product line within its portfolio. The product team must determine if this new offering has achieved must-have status before allocating significant growth resources.
Typically involves annual or monthly contracts, with retention measured in months. The 40% 'very disappointed' threshold applies, but remediation may involve onboarding improvements or feature deep-dives.
High-frequency usage is critical; retention curves are often daily or weekly cohorts. PMF gate helps decide when to invest in paid acquisition or viral loops.
Requires must-have status on both sides (supply and demand). The gate assesses whether the core transaction value is compelling enough to sustain growth without subsidies.
💬 Integration Tip
Run this skill as a preliminary gate before any other growth experimentation skill. Input product brief plus optional survey and retention CSVs.
Scored May 20, 2026
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