What kind of rollouts does it support?

It supports sequential staging, moving from friends and family to closed beta, open beta, and finally full public releases with specific exit criteria for each stage.

Can it help manage launch risks?

Yes, it includes structured workflows for defining rollback contingencies, incident response plans, and communication guardrails to handle unexpected issues.

How does this skill help with Product-Market Fit (PMF)?

It treats every launch as a scientific experiment, requiring clear hypotheses and metric tracking to validate assumptions early and iterate toward PMF faster.

Does it integrate with my existing analytics?

It provides frameworks for mapping your product telemetry and leading indicators to your current analytics stack for real-time monitoring during a launch.

Product Launch & Learning Ops

Name: Product Launch & Learning Ops
Author: tjboudreaux

bytjboudreaux

0•

Productividad y Flujo de Trabajo

Accelerates product-market fit by managing disciplined, hypothesis-driven go-to-market experiments and sequential rollouts.

Product Launch Ops is a specialized skill for Claude Code designed to transform product launches from unpredictable events into scientific learning loops. It enables teams to define clear hypotheses for acquisition and retention, design multi-stage rollouts with specific exit criteria, and establish real-time monitoring guardrails. By synchronizing communications, community feedback, and product telemetry, this skill ensures every release—whether a soft launch or a major platform debut—contributes to a deeper understanding of the market while significantly de-risking the path to product-market fit.

Características Principales

01Integrated telemetry mapping for success and fail guardrails

020 GitHub stars

03Sequential rollout design with automated exit and rollback criteria

04Real-time execution war room management and issue triage

05Comprehensive learning harvest and retrospective documentation

06Hypothesis-driven planning for acquisition and activation cohorts

Casos de Uso

01Orchestrating regional product rollouts with localized messaging

02Managing a multi-stage transition from closed beta to public release

03Running controlled GTM experiments to validate monetization loops

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tjboudreaux/cc-plugin-product-strategist product-launch-ops

For use in Claude.ai and ChatGPT

Download Skill