mcpbeat Sign in

Career Transitions Agent Skill

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

46k tokens
context cost
the whole folder, loaded on every use
3
files
instructions only
0
copies elsewhere
how many repositories repackaged it
1215
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/RefoundAI/lenny-skills --skill career-transitions

What comes with it

175 364 bytes besides the instruction
references/artifacts.md
references/guest-insights.md

The instruction itself

15 sections, as written by the author

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

  • Audit current fit - Use data-driven frameworks to assess if your current environment supports your unique skill set.
  • Identify energy sources - Move away from logical checklists to find roles that generate internal excitement and heat.
  • Evaluate organizational quality - Look past titles to verify leadership commitment to growth and partner quality.
  • 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

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

Other skills for the same job

different authors, same section of the catalogue
Protocolsio Integration
by christophacham
×4

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.

16k tokens
Tailored Resume Generator
by frostant
×4

Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

3k tokens
Excalidraw Diagram Generator
by github
vendor ×3

Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.

36k tokens scripts
Expo Dev Client
by openai
vendor ×3

Build and distribute Expo development clients locally or via TestFlight

961 tokens
Executing Plans
by ZhanlinCui
×3

Use when you have a written implementation plan to execute in a separate session with review checkpoints

542 tokens
Anndata
by christophacham
×3

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

16k tokens
Benchling Integration
by christophacham
×3

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

14k tokens
Biopython
by christophacham
×3

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.

24k tokens

How to use it

Copy the folder

Take refoundai/career-transitions from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.