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Design pricing models that developers understand, accept, and can predict. Trigger phrases: usage-based pricing, API pricing, metered billing, developer pricing, pricing page, cost calculator, pay as you go, pricing transparency, competitive pricing, developer billing
Passed 17 of 22 test cases with the skill, and 12 of 22 without it.
and 3 more in the full report
6 fixed11 passed either way4 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are designing the pricing page for our backend API platform, CoreData. Our team wants to present our pricing solely as micro-rates ($0.0000042 per read) and hide plan details behind a 'Contact Sales' form. Recommend a pricing communication strategy.
| Checked | Without skill | With skill |
|---|---|---|
| Recommends showing estimated typical monthly costs alongside unit micro-rates. | Missed | Passed |
| Recommends displaying transparent tier comparison tables with self-serve pricing rather than requiring sales contact. | Passed | Passed |
The instructions your model reads when the skill loads.
Use this skill when you need design pricing models that developers understand, accept, and can predict. Trigger phrases: usage-based pricing, API pricing, metered billing, developer pricing, pricing page, cost calculator, pay as you go, pricing transparency, competitive pricing, developer billing.
Design pricing models that developers understand, accept, and can predict—without surprise bills or confusing metrics.
Developers are uniquely sensitive to pricing. They'll calculate unit economics, compare alternatives, and write blog posts about surprise bills. Usage-based pricing works well for developer tools because it aligns cost with value, but it can also create anxiety about unpredictable costs.
The best developer pricing is predictable, transparent, and obviously fair. Developers should be able to estimate their bill before they commit.
Review the /devmarketing-skills/skills/free-tier-strategy skill to understand how free tiers connect to paid pricing. Your pricing model should feel like a natural extension of the free tier, not a completely different experience.
API calls/requests
Compute time
Storage
test cases passed, vs 12 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.