Bring your AI roadmap
Work out what to ship now, build for the next model, shelve or kill.
Try this prompt
Use ai-product-bets to review this roadmap. Here is our customer, goal and the features we are considering.
Awesome PM Skills · v2Expert thinking.
Expert thinking.
Ready to use.
25 practical product management skills built from 340 episodes of Lenny’s Podcast. Bring a roadmap, PRD, pricing page or customer notes. Get a plan, review or decision you can put to work.
Free & open source. No signup required.
25
Practical workflows
340
Podcast episodes
3
Lead guests per skill
Start with the work in front of you
Each skill asks for context, chooses a relevant framework, walks through the work and produces a usable deliverable. Already have a draft? Ask it to grade it and suggest concrete fixes.
Open the skill
Bring your usage or survey data
Diagnose product-market fit and decide what to investigate next.
Try this prompt
Use pmf-check with this survey and retention data. What does it support, what is missing, and what should we do next?
Bring real AI outputs
Find recurring failure modes and turn them into an evaluation plan.
Try this prompt
Use eval-plan with these inputs and outputs. Identify failure modes and propose criteria for a launch decision.
All 25 skills. Open to everyone.
Pick the job you need to do. Every skill includes attributed frameworks, timestamped quotes, a deliverable template and a review rubric.
Build with AI
AI bets, prototypes, evaluations and agent workflows.
Plan AI evaluations
Eval suite for an AI feature: error analysis → criteria → LLM judges
Hamel Husain · Shreya Shankar · Sander Schulhoff
Design an agent workflow
Your agent setup: lanes, plan mode, autonomy ladder
Claire Vo · Boris Cherny · Aishwarya Naresh Reganti
Build an AI prototype
Idea → working prototype, with build prompts and a debugging loop
Lazar Jovanovic · Zevi Arnovitz · Guillermo Rauch
Choose AI product bets
Which AI features to bet on, and whether they get better as models do
Nick Turley · Kevin Weil · Dianne Penn
Decide & define
Strategy, roadmaps, decisions and specs.
Shape your strategy
Strategy one-pager + moat stress test
Roger Martin · Richard Rumelt · Hamilton Helmer
Prioritize your roadmap
Confidence-scored roadmap + goals
Itamar Gilad · Christina Wodtke · Janna Bastow
Make a hard decision
Decision memo: eigenquestion, pre-mortem, reversibility
Annie Duke · Shreyas Doshi · Shishir Mehrotra
Write a useful spec
Shaped spec or PR/FAQ, graded
Ryan Singer · Bill Carr · Lane Shackleton
Discover
Customer interviews, assumption tests and product-market fit.
Interview customers
Interview guide → synthesis of forces, jobs and opportunities
Teresa Torres · Bob Moesta · Judd Antin
Validate an idea
Riskiest assumptions + the cheapest test for each
Mike Maples Jr. · Eric Ries · Jake Knapp
Check product-market fit
Product-market-fit diagnosis from your survey or usage data
Sean Ellis · Todd Jackson · Rahul Vohra
Grow & launch
Pricing, positioning, growth, metrics, experiments and distribution.
Set pricing and packaging
Pricing model, tiers, willingness-to-pay plan
Madhavan Ramanujam · Naomi Ionita · Patrick Campbell
Position your product
Positioning canvas + strategic narrative
April Dunford · Andy Raskin · Arielle Jackson
Build a growth model
Growth loops, activation and retention plan
Elena Verna · Casey Winters · Lauryn Isford
Design an experiment
Experiment brief + trustworthiness checks + readout
Ronny Kohavi · Ramesh Johari · Archie Abrams
Choose the right metrics
North star + metric tree
Sarah Tavel · Crystal Widjaja · Jessica Lachs
Plan a launch
Launch plan, story and distribution
Emilie Gerber · Lulu Cheng Meservey · Jason Feifer
Build your sales motion
Founder-led sales motion: ICP, pitch, pipeline
Jen Abel · Geoffrey Moore · Pete Kazanjy
Lead
Communication, influence, hiring, career and product quality.
Communicate with executives
Exec update, memo or talk, rewritten
Wes Kao · Nancy Duarte · Matt Abrahams
Prepare a hard conversation
Feedback / hard-conversation script
Kim Scott · Carole Robin · Alisa Cohn
Influence stakeholders
Stakeholder map + influence plan
Jessica Fain · Jeffrey Pfeffer · Hilary Gridley
Build a hiring process
Role scorecard + interview loop + references
Adam Ward · Keith Rabois · Lauren Ipsen
Plan your next career move
Career plan, promotion case, job-move decision
Phyl Terry · Nikhyl Singhal · Deb Liu
Review product quality
Quality review: friction log, critical journeys
Katie Dill · Dylan Field · Stewart Butterfield
Find what slows delivery
Diagnosis of what slows delivery → velocity plan
Farhan Thawar · Nicole Forsgren · Melissa Perri
Use them with your AI assistant
Install a skill, bring your context and ask it to work through your task.
Claude Code
Run inside Claude Code:
/plugin marketplace add menkesu/awesome-pm-skills
/plugin install awesome-pm-skills@awesome-pm-skillsThen try /awesome-pm-skills:price with your pricing page.
Codex or Cursor
Clone the library and copy one skill into your personal skills folder:
git clone https://github.com/menkesu/awesome-pm-skills.git
mkdir -p ~/.agents/skills
cp -R awesome-pm-skills/skills/price ~/.agents/skills/Use $price in Codex or /price in Cursor. For teams, use your project’s .agents/skills/ folder.
ChatGPT or another assistant
Open the skill and provide its SKILL.md with your task. Include frameworks.md and quotes.md for the full source material.
Give it your customer, stage, goal and constraints. Then ask for the deliverable or a review of your existing work.
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