From file to useful result
How to ask with this skill installed
Installing the skill gives your AI a method. Your request still has to provide the case-specific facts, constraints and expected output.
Describe the decision or deliverable, not just the topic.
Add source material, audience, limits and known facts.
Set format, quality criteria and checks.
What you need first
Provide:
- Product name and feature list
- Customer segments (Free/Pro/Enterprise, if applicable)
- Time period for analysis
- What "adopted" means for this feature (first use? 3 uses? daily use?)
- Any known adoption targets or benchmarks
- Customer health data (if integrated)
Mistakes to avoid
- Tracking vanity metrics: "Page views" or "logins" ≠ real adoption. Track actual feature usage
- Not segmenting by plan: Free users have different behavior than Enterprise — don't aggregate
- Ignoring time-to-first-use: If users don't activate within 7 days, they never will (likely churn)
- No correlation analysis: Track if feature adoption predicts retention, not just usage
- Over-instrumenting: Don't track every micro-action — focus on features that matter to retention