Feature adoption analyzer
Quick answer
- 01What is it?
- Analyzes why a shipped feature is or isn't being used, covering adoption metrics, barriers, user feedback signals, and recommended actions. Use after launching a feature to diagnose adoption issues. What sets it apart is how it narrows paid media into one specific workflow rather than a broad, generic prompt.
- 02Inputs
- Context for paid media: your goals, audience, constraints, and any source material the skill asks for.
- 03Output
- A ready-to-use result for paid media: the analysis, copy, or recommendations the agent produces.
Add this skill
Install as a package
Installs this one skill package for your coding agent, including any supporting files that skill ships with — not every skill in the repository. Read the tutorial.
$ npx skills add pratikshadake/claude-product-management-skills --skill feature-adoption-analyzerSkill instructions
The instruction file for this skill. The skill also includes other files you need to install to use it.
Feature Adoption Analyzer
Purpose
Understand why a shipped feature is or isn't being used.
Output
Adoption Metrics
Barriers to Use
User Feedback Signals
Recommended Actions
References
See worked example (references/example.md) for a complete scenario.
Supporting file: references/example.md
Example: Feature Adoption — Auto Summaries
Adoption Metrics
28% of active users.
Barriers to Use
Users unaware of feature.
User Feedback
Positive once discovered.
Recommended Actions
Improve onboarding visibility.
Common questions
How do I install Feature adoption analyzer in Cursor, Claude Code, or Codex?
Run npx skills add pratikshadake/claude-product-management-skills --skill feature-adoption-analyzer in the project where you want it, then ask your agent for the skill by name. The --skill flag installs only Feature adoption analyzer, not every skill in the repository.
Where does Feature adoption analyzer come from and what license is it under?
Feature adoption analyzer comes from the pratikshadake/claude-product-management-skills repository on GitHub. That repository has 30 GitHub stars. The skill is published under the MIT license.
Prefer plain text? Read the Feature adoption analyzer guide as markdown.
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