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Help users transform abstract ideas into actionable project specs that align engineering and design teams on the problem and success metrics.
Passed 20 of 22 test cases with the skill, and 14 of 22 without it.
and 4 more in the full report
7 fixed13 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
When evaluating how much effort to invest in shaping a proposed product feature before moving on, what framing question should the team ask?
| Checked | Without skill | With skill |
|---|---|---|
| Recommend asking how much time the team is willing to spend on the problem before moving on. | Missed | Passed |
The instructions your model reads when the skill loads.
Define clear problems and bounded solutions to maximize team velocity and creative output.
Help the user with writing product requirement documents using insights from 14 guests and posts across Lenny's Podcast and Newsletter.
Jenny Wen: "We used to go off and make this two-year, five-year, 10-year vision even. Now it becomes a vision that's three to six months out, and isn't necessarily creating this beautiful deck, sometimes just creating a prototype that points people in the right direction."
Design should focus on short term functional prototyping rather than static long term planning to keep up with AI driven engineering speeds.
Ryan Singer: "What we need to do in a shaping session is we come out with some kind of diagram where engineers, product and design, they're saying, "We understand that." So the first thing is we are not going to start something unless we can see the end from the beginning."
Use high intensity collaborative sessions with design and engineering to create a shared understanding of boundaries before development begins.
From "Examples and templates of 1-Pagers and PRDs": "Problem-oriented: They crystallize the problem being solved in a few strong sentences—ideally near the top of the document—to focus the brainpower of every teammate in the same direction."
A successful PRD starts with a clearly defined problem and specific success metrics to ensure the team aligns on the why before the what.
From "My favorite product management templates": "A reminder of how valuable it is to keep these to one page, at least to start"
Limiting initial project documents to a single page forces the team to stay focused on core goals and helps prevent early complexity.
Melanie Perkins: "So we have this concept of chaos to clarity and every idea starts in the chaos side, and then you have to work all the way to the other side, which is clarity. And so chaos can be an idea, it can be a problem, it can be a philosophy or a belief."
Writing down abstract ideas is the essential first step to transforming amorphous concepts into actionable projects.
test cases passed, vs 14 / 22 without
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