Launch Analysis

Generate a launch strategy draft from project documentation and source code.

Updated Mar 5, 2026
One-click install
npx skills add https://github.com/vp-k/auto-complete-loop --skill launch-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Launch Analysis
Source: https://github.com/vp-k/auto-complete-loop/tree/main/skills/post-analysis/launch-analysis
Command: npx skills add https://github.com/vp-k/auto-complete-loop --skill launch-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you quickly generate a foundational launch strategy by analyzing your project's documentation and code, identifying key elements for a successful product release.

Core Features & Use Cases

  • Automated Strategy Drafting: Generates initial drafts for positioning, target users, channels, and timelines.
  • Data-Driven Insights: Extracts information directly from your SPEC.md, overview.md, and code metadata.
  • Use Case: Before launching a new feature, use this Skill to get a head start on your go-to-market plan, ensuring you've considered essential aspects like user personas and communication channels.

Quick Start

Generate a launch analysis draft using the project's documentation and code.

Frequently Asked Questions about Launch Analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a go-to-market strategy from existing project documentation?

Generate a go-to-market strategy by analyzing project documentation and source code to extract positioning messages, target user characteristics, and suggested communication channels. This automated drafting reads your SPEC.md and overview.md files to outline a foundational launch timeline.

Can I create an app store optimization plan from my source code?

Yes, you can support app store optimization by extracting metadata directly from your source code and project files. It generates mobile app metadata to help accelerate your product launch and improve app store visibility.

What is the best way to draft a product launch plan for a new feature?

The best way to draft a product launch plan is using data-driven insights extracted directly from your project's documentation and code metadata. This approach quickly generates a foundational launch strategy covering user personas and communication channels.

Does this launch strategy tool work without manual data entry?

Yes, this launch strategy tool works without manual data entry by automatically analyzing your existing documentation like SPEC.md and overview.md. It identifies key elements for a successful product release to accelerate your go-to-market planning.

How do I extract target user characteristics for a marketing plan?

Extract target user characteristics for a marketing plan by analyzing your project's documentation and code. It automatically identifies user personas and positioning messages to ensure you consider essential aspects for your go-to-market strategy.

What are the limitations of automated launch strategy drafting from code?

Automated launch strategy drafting from code provides a foundational starting point rather than a finalized plan. It extracts positioning and timeline drafts from SPEC.md and code metadata, but product managers must still refine the go-to-market execution details.