Agent skill · Audited from source
career-transitions
skill · refoundai/lenny-skillsMIT licenceAudited 28 Oct 2026 · source b7c977844314
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit b7c977844314 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Help users evaluate new opportunities, manage professional identity shifts, and transition into roles that maximize both impact and personal fulfillment.
Cite
Cite this page
ModelsAtlas. “career-transitions (refoundai/lenny-skills)”. Retrieved 28 Oct 2026. https://modelsatlas.com/skills/refoundai/career-transitions
Trust audit
Audit 0.4.1 · source read 28 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha b7c977844314 · 28 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherrefoundai GitHub organizationOwner of the repository this skill is read from
- Source folderrefoundai/lenny-skills/skills/career-transitionsThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdictb7c977844314A new audit runs when the source changes
- Repository statusNot archivedLast push 103 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Help users evaluate new opportunities, manage professional identity shifts, and transition into roles that maximize both impact and personal fulfillment.
--- name: career-transitions description: Help users evaluate new opportunities, manage professional identity shifts, and transition into roles that maximize both impact and personal fulfillment. --- # Navigating Career Transitions 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. ## How to Help 1. **Audit current fit** - Use data-driven frameworks to assess if your current environment supports your unique skill set. 2. **Identify energy sources** - Move away from logical checklists to find roles that generate internal excitement and heat. 3. **Evaluate organizational quality** - Look past titles to verify leadership commitment to growth and partner quality. 4. **Plan the transition** - Create intentional space between roles to shed old habits and prepare for new cultural norms. ## Core Principles ### Perform an annual environment audit 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. ### Use a car wash gap between jobs 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. ### Prioritize cliff-jumping opportunities 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. ### Value category leaders over high titles 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. ### Seek work that feels like play 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. ### Set pre-planned exit triggers Gergely: "I told myself, if four years later Uber exits and I make a bunch of money, I owe it to myself to take a risk, because then I'll have four years of savings in my bank, which... Back then I had maybe six months of savings or something. So this was the promise to myself." Establish specific financial or temporal milestones as the necessary catalyst for taking high-stakes entrepreneurial risks. ### VET your cross-functional partners Tamar Yehoshua: "Make sure you go somewhere where you have a good engineering partner. Because if you have great ideas of what to build but you can't get them built, then you go nowhere. So that has to be part of your evaluation criteria that you meet and value your engineering partner before you join." The quality of your engineering and design partners is often more critical to your success than the product vision itself. ## Templates & Frameworks - **PM Career Acceleration Scorecard (6 Dimensions)** (Which companies accelerate PM careers most) - A framework for evaluating which companies best accelerate PM careers, using six data-driven dimensions that can be triangulated into an overall ranking - **PM Career Goal Matching Framework** (Which companies produce the best product managers) - A decision framework for choosing which company to join based on your specific career goal as a PM - **Engineer-to-PM Career Switch Self-Assessment** (Should I become a product manager) - A two-part checklist to help engineers evaluate whether they should pursue product management or stay in engineering. Designed as a 'which bucket do you fall in - **Three-Phase Web3 Transition Roadmap for PMs** (A product manager’s guide to web3) - Step-by-step process for a web2 PM to transition into web3, organized into Learn, Search, and Ape In phases - **PM Role Evaluation Checklist for Company Assessment** (A comprehensive survey of Product Management) - A multi-dimensional checklist for evaluating a PM role at a specific company, derived from the survey's four key dimensions - **Four Role Architecture Tests** (How tech’s most resilient workers handle burnout) - Four evaluation tests for assessing whether your current role and company are the right fit, to prevent structural burnout from job misalignment. - **Startup PM vs. Big Company PM Comparison** (Startup PM vs. big company PM) - A visual comparison (table/image) contrasting the differences betwee
Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit b7c9778
git clone https://github.com/refoundai/lenny-skills git -C lenny-skills checkout b7c977844314
The author documents no install command, so this uses the repository directly. Our verdict covers commit b7c977844314 only.
Works in which agents?
What its own text says, not a test
| Agent | Status | More |
|---|---|---|
| GitHub Copilot | Mentioned in its text, not tested | Skills for GitHub Copilot · About GitHub Copilot |
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
b7c977844314
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/refoundai/career-transitions/)
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Questions about career-transitions
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Sources
- github.com/refoundai/lenny-skills/tree/main/skills/career-transi — the audited source at commit b7c977844314 and every finding aboveObserved · 28 Oct 2026
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- What does the career-transitions skill do?
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