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Define a sharp Ideal Customer Profile (ICP) — firmographics, behavioral signals, JTBD, and buyer persona.
Passed 18 of 22 test cases with the skill, and 10 of 22 without it.
and 9 more in the full report
8 fixed10 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our startup is building a developer productivity tool and we need an Ideal Customer Profile drafted to align our sales and marketing teams.
| Checked | Without skill | With skill |
|---|---|---|
| Asks clarifying questions regarding existing customer data versus greenfield status prior to drafting the profile. | Missed | Passed |
| Asks clarifying questions regarding the product's primary jobs-to-be-done or reachable marketing channels. | Missed | Passed |
The instructions your model reads when the skill loads.
The sharp definition of who you serve — used by marketing for targeting, sales for qualification, and product for prioritization.
Use ICP for "which companies." Use persona for "which humans within ICP."
Before defining the ICP, confirm these inputs. If any is unknown or vague, ASK — do not assume:
test cases passed, vs 10 / 22 without
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