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Help users evaluate new opportunities, manage professional identity shifts, and transition into roles that maximize both impact and personal fulfillment.
Passed 21 of 22 test cases with the skill, and 10 of 22 without it.
and 12 more in the full report
11 fixed10 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
I've been at my current company for over four years as a product manager and feel like my growth has stalled. I'm trying to decide whether to stay, look for a new role at a top-tier market leader, or take a high-risk leap into a startup. Can you help me structure a career pivot strategy? Please organize your advice into four distinct sections: an environment and skills assessment, guidance on choosing the right company quality versus title, advice on identifying work that energizes me, and a step-by-step transition plan including how to handle the time between positions. Provide concrete criteria for each section.
| Checked | Without skill | With skill |
|---|---|---|
| Recommends auditing structural environmental hindrances such as manager, resources, and team support alongside personal skills. | Passed | Passed |
| Advises prioritizing category leaders over higher titles at secondary companies. | Passed | Passed |
| Recommends taking a dedicated car wash gap specifically to unlearn and shed old organizational behavioral habits before starting a new position. | Missed | Passed |
The instructions your model reads when the skill loads.
Move beyond the default path by optimizing for high-growth environments and internal energy.
Help the user with navigating career transitions using insights from 24 guests and posts across Lenny's Podcast and Newsletter.
Bangaly Kaba: "The framework is really that there's impact that you're really trying to drive and that is the thing that is the most important. And the impact is only achievable by looking at two sets of variables, a set of variables related to the environment, a set of variables related to your skills, and really breaking down each and understanding what's happening in the environment bit by bit and what's happening with your skills and where are you hindered structurally within the environment?"
Maximize success by objectively scoring your manager, resources, and team to ensure the environment actually enables your skills.
Bob Baxley: "The thing I took away from Apple, and I think this is true for anybody changing from one major culture to another is most likely the new place hires you because of the values of the organization you left, but not the behaviors. And so I think it's important to recalibrate and say, well, I want to hold onto these values."
Give yourself a significant time buffer to intentionally shed the behavioral habits of your previous role before starting a new one.
Molly Graham: "I only like doing jobs that I'm highly unqualified for. I like being on learning curves so steep that I'm scared I'm going to fall off. And so I left and I wanted to learn what it took to build something from nothing."
The fastest growth occurs when you choose roles that exceed your current capabilities and make you feel slightly scared or unqualified.
Gokul Rajaram: "Ultimately you don't realize this, but the value of working at a leader in any space, the quality of talent you work with, the brand, the network effect, so many things accrue to you. I would much rather be the number two or number three person. If you think of it that way, and the leader in a space, than the top person."
Joining a winner provides superior brand equity and an elite network compared to a higher title at a secondary player.
Sam Schillace: "But the reality is you should go do the thing that you feel guilty to get paid for, if there's a thing like that, and do the hell out of it, right? Do it as hard as you can. If you get pleasure from doing something that people want to pay you for, do it the best you can do it, as hard as you can do it."
Identify the high-value tasks that feel so effortless to you that you almost feel guilty being paid for them.
test cases passed, vs 10 / 22 without
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