Career Transitions logo

Career Transitions

OrganizationPopular
RefoundAI
career-transitions

Help users evaluate new opportunities, manage professional identity shifts, and transition into roles that maximize both impact and personal fulfillment.

Overview

PublisherRefoundAI
Repositorylenny-skills
Skill namecareer-transitions
Stars
1.3K
Forks
170
Bundled files
2
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by RefoundAI on GitHub. Read the source before you install it.

Installation

Install the Career Transitions AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/RefoundAI/lenny-skills.git /tmp/lenny-skills
mkdir -p .claude/skills
cp -r /tmp/lenny-skills/skills/career-transitions .claude/skills/career-transitions
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Career Transitions in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Career Transitions on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Career Transitions is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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 between being a PM at a startup versus a big company, accompanied by a list of similarities
  • 7-Step Layoff Preparedness Checklist (How to be prepared for layoffs) - A comprehensive 7-step checklist for preparing for potential layoffs, crowdsourced from people who were recently laid off

See references/artifacts.md for the full list with details.

Questions to Help Users

  • "What specific part of your work makes you feel so energized that it feels like play?"
  • "If success were 100 percent guaranteed, which career path would you choose right now?"
  • "Does this new role force you to jump off a cliff and learn significantly faster than your current one?"
  • "What are the specific financial or time milestones that would trigger your next major move?"
  • "How well do your potential engineering and design partners align with your vision for the product?"
  • "Are you choosing this role for the brand prestige or because the day-to-day reality feels like home?"

Common Mistakes to Flag

  • Chasing titles at weaker companies - Titles are temporary but the network and brand equity of a category leader provide much higher long-term value.
  • Jumping into new roles without a break - Without a car wash period you often carry the baggage and behavioral patterns of your old culture into the new organization.
  • Ignoring internal energy for logical pros and cons - Logic often masks a lack of passion which leads to burnout once the honeymoon phase of a new job ends.
  • Overestimating the risk of non-linear moves - Professional setbacks or unconventional paths are often temporary B-side moments that lead to greater long-term success.

Deep Dive

For all 50 sourced insights from 24 guests, see references/guest-insights.md

Related Skills

  • Breaking Into Product
  • Pm Career Growth
  • Building A Promotion Case
  • Negotiating Compensation

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Career Transitions AI skill do?

Help users evaluate new opportunities, manage professional identity shifts, and transition into roles that maximize both impact and personal fulfillment.

Why use Career Transitions on TypingMind?

Because you install it once and use it with any model. Career Transitions is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Career Transitions in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/RefoundAI/lenny-skills/tree/main/skills/career-transitions. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Career Transitions?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Career Transitions?

As many as you like. As long as a model supports skills, you can use Career Transitions with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Career Transitions AI skill free?

Yes. It is published on GitHub by RefoundAI under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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