fa-product-soft-launch
fa-product-soft-launch is a Growth strategy & launches skill for AI agents, published by frostaura in the ai.toolkit.gaia repository on GitHub. Skillspace rates fa-product-soft-launch C (71/100) and it passed the safety scan; the rating is based on static analysis only.
Provides the Stage-8 build-iteration and soft-launch playbook for consumer one-off / in-app-purchase products - always-green trunk with feature-flags, a versioned telemetry/event taxonomy wired before external testers, closed/open beta hardening, soft-launch in cheap representative geos with attribution, reading D1/D7/D30 + conversion + ARPPU/ARPDAU by cohort/source, modeling pLTV vs CPI, one-variable A/B tuning, iterate-or-kill discipline, and clearing the multi-condition scale gate. Use to prove real-money retention before paid scale. Money-gated and net-of-fee aware (require net LTV > CPI + payback).
- Grade
- C
- Quality
- 71 / 100
- Safety
- Passed
- GitHub stars
- 30
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 94 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.