Agent skill · Audited from source

career-transitions

skill · refoundai/lenny-skillsMIT licenceAudited 28 Oct 2026 · source b7c977844314

★ 1,444pushed 103 days ago
✓SAFEGrade B · 89/100 · 28 Oct 2026 · b7c9778
1,444repo stars · whole refoundai/lenny-skills

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.

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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

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

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

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

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

Download folder ↗
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

AgentStatusMore
GitHub CopilotMentioned in its text, not testedSkills for GitHub Copilot · About GitHub Copilot
“Mentioned” means the skill’s text names the agent. We have not run it there.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source b7c977844314

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/refoundai/career-transitions/badge.svg)](https://modelsatlas.com/skills/refoundai/career-transitions/)

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Questions about career-transitions

What does the career-transitions skill do?
86 product management skills from Lenny's Podcast for Claude Code and AI agents. Hiring, user research, strategy, shipping, and more.
Is career-transitions safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can career-transitions access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does career-transitions work with?
Its documentation mentions copilot. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (b7c977844314), read on 2026-10-28. The repository is watched, and a new audit runs when it changes — this is the first audit.

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