AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 119,000+ PMs

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The Product Compass Newsletter trusted by 125,000+ PMs: https://www.productcompass.pm/

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Paweł Huryn

1,100+ GitHub stars in 3 days — I didn't expect this.

I built an open-source PM Skills Marketplace for Claude: 100+ skills and commands that turn AI into a product management partner.

Not generic prompts. Structured skills that actually know PM frameworks.

8 plugins covering the full PM lifecycle:

→ Product Discovery: problem & solution space exploration
→ Product Strategy: vision, business model, strategy docs
→ Execution: PRDs, OKRs, roadmaps, sprint planning, user stories
→ Market Research: personas, segmentation, TAM/SAM/SOM
→ Data & Analytics: cohorts, A/B testing, retention analysis
→ Go-to-Market: GTM strategy, beachhead, ICP, growth loops
→ Marketing & Growth: positioning, North Star Metric
→ PM Toolkit: including PM resume review

Built for Claude Code and Cowork. Compatible with Gemini CLI, Cursor, Codex CLI, and Kiro.

Repo URL + instructions for Claude Code & Cowork: https://lnkd.in/dxdTj24P

Want to contribute? The repo is open. Check CONTRIBUTING[.]md.


For more about Cowork, see the Ultimate Guide for PMs: https://lnkd.in/dyY-jhvG

AI PM | Deep research. I build, test, then teach | 130K+ subscribers

Anthropic's plugins wiped $285 billion from legacy software stocks in a single day. They're now sitting in your Cowork sidebar.

Now available on Windows and Intel-based macOS.

Most people think Cowork is an improved Chat. It's not. It can do any knowledge work Claude Code can — without a terminal and with a better UX.

𝗪𝗵𝗼 𝗲𝗮𝗰𝗵 𝘁𝗼𝗼𝗹 𝗶𝘀 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗳𝗼𝗿:

→ Chat — conversations, artifacts, quick answers. No file access, no sub-agents, no plugins.

→ Cowork — autonomous knowledge work. Plans tasks, spawns parallel sub-agents, reads and writes real files, sandboxed VM. For PMs, legal, marketing, ops.

→ Code CLI — same power as Cowork, direct filesystem access, project-scoped config. For developers and engineers.

𝗛𝗼𝘄 𝘁𝗼 𝘀𝘁𝗮𝗿𝘁 𝗶𝗻 𝟱 𝘀𝘁𝗲𝗽𝘀:

1. Install Claude Desktop
2. Switch to the Cowork tab
3. Enable connectors and plugins
4. Select your working folder
5. Describe your task — done

𝗤𝘂𝗶𝗰𝗸 𝗴𝗹𝗼𝘀𝘀𝗮𝗿𝘆:

→ Skill — a reusable instruction set that teaches Claude a specific behavior 
→ Plugin — a bundle of skills + MCPs tailored to a business role
→ Connector — connects Claude to external or local apps via MCP

𝗧𝗼𝗽 𝟳 𝘀𝗸𝗶𝗹𝗹 𝗮𝗻𝗱 𝗽𝗹𝘂𝗴𝗶𝗻 𝗺𝗮𝗿𝗸𝗲𝘁𝗽𝗹𝗮𝗰𝗲𝘀:

→ github[.]com/anthropics/skills — official repo. Document skills plus creative, technical, and enterprise examples

→ github[.]com/anthropics/knowledge-work-plugins — Cowork's default plugin registry. The 11 business-role plugins

→ github[.]com/anthropics/claude-code — Developer-focused workflows.

→ claudemarketplaces[.]com — A marketplace of marketplaces

→ github[.]com/travisvn/awesome-claude-skills — Battle-tested skills for TDD, debugging, collaboration

→ github[.]com/sickn33/antigravity-awesome-skills — 868+ universal agentic skills. Role-based bundles: Startup Founder, Marketing & Growth, and more

→ skills[.]sh — Product strategy frameworks, pricing strategy, launch playbooks, interviews, PRD generator, analytics, resume optimizer

𝗪𝗵𝗲𝗿𝗲 𝘁𝗼 𝗳𝗶𝗻𝗱 𝗠𝗖𝗣 𝘀𝗲𝗿𝘃𝗲𝗿𝘀:

→ github[.]com/modelcontextprotocol/servers: Official MCP server repo — filesystem, GitHub, Google Drive, Slack, and more

→ modelcontextprotocol[.]io/examples: Official MCP directory — reference MCP implementations

→ github[.]com/punkpeye/awesome-mcp-servers: Community-curated list — hundreds of MCP servers by category

→ mcp[.]so: MCP server registry

𝗕𝗼𝗻𝘂𝘀: 𝟮 𝘁𝗵𝗶𝗻𝗴𝘀 𝘁𝗵𝗮𝘁 𝟮𝘅 𝗖𝗼𝘄𝗼𝗿𝗸'𝘀 𝗽𝗼𝘄𝗲𝗿:

→ Add Desktop Commander — full laptop access, file editing, installing MCPs.

→ Give Cowork cross-session memory — Global Instructions + Desktop Commander = memory that survives crashes and new sessions.


I broke it all down in my free guide. 

No email. No paywall: 
https://lnkd.in/dyY-jhvG

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P.S. Want to break into AI PM? I recommend the AI PM Certification by leaders shipping in the top AI companies

A $500 discount + 1 year subscription to my newsletter with this link: https://bit.ly/aipmcohort

AI PM | Start building. Stop theorizing. I build with AI and share what works. 129K+ subscribe.

How to master Claude Cowork as a Product Manager 

Most people use Claude like a chatbot.

That's like using Photoshop only to crop photos.

Same models. Three surfaces. Very different results:

Chat → Thinking & Content
You type, Claude answers. No files, no workflow.

Cowork → Files & Workflows
Give Claude your files, set a task, step away.
Come back to real .docx/.pptx/.xlsx in your folder.

Code → Code & Systems
VS Code, terminal, desktop app, or browser.
No sandbox — git, bash, subagents, full workspace.

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"I want to..."

Chat:
→ Draft an email or rewrite a paragraph
→ Roleplay as my VP of product 
→ Summarize a 30-page report

Cowork:
→ Research a topic — finished .docx in my folder
→ Extract tables from 50 PDFs
→ Draft replies to unreplied Slack DMs daily

Code:
→ Turn a PRD into a working prototype
→ Start on laptop, continue from phone
→ Run a long task with zero local setup (web)
→ Build systems that compound

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What most people miss:

☑ Power Combo: Cowork /schedule for persistent daily cron that survives restarts. Code /loop for in-session monitoring. Same connectors. You can use both.

☑ Work From Anywhere: Start in VS Code, continue from your phone via /remote-control. Or kick off a long task on claude[.]ai/code with zero setup.

☑ Shared DNA: Same models (Opus, Sonnet, Haiku). Project instructions in Chat, CLAUDE[.]md in Cowork + Code. Web connectors, skills, extended thinking — all three. 

☑ Bonus: Real file access + shell commands — all three after installing Desktop Commander MCP for Claude Desktop. Switch mid-task when needed.

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Free skill repos:
→ Knowledge work: https://lnkd.in/d6ZJbET3
→ Antigravity: https://lnkd.in/dYDzgYK6
→ Awesome Claude: https://lnkd.in/dEe8jcGa
→ Gemini: https://lnkd.in/d5dieggp
→ Product Management: https://lnkd.in/dxdTj24P

Free courses by Anthropic:
→ Claude 101 — https://lnkd.in/davAeVzv
→ Claude Code in Action — https://lnkd.in/dnK6MmnG
→ AI Fluency: Foundations — https://lnkd.in/dtvK8k2E
→ Introduction to MCP — https://lnkd.in/dU86EUTe
→ Introduction to Agent Skills — https://lnkd.in/dN2XTXSP

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Not everyone needs Code.
But if you used Cowork, you're 70% there.

Using Code doesn't mean you stop using the others.

Pick the one that matches your task.

I wrote two full guides:

👉 Claude Cowork Guide for PMs: https://lnkd.in/dyY-jhvG
👉 Claude Code Guide: How to Transition: https://lnkd.in/dVFJ4Bix

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By the way, if you want to break into AI PM, I recommend the AI PM Certification. A special $500 discount + 1-year subscription to my newsletter with this link: https://bit.ly/aipmcohort

JUST IN: Meet Code Review by Anthropic. It hunts for bugs at PR time. Loved it.

But security isn't just about reviewing changes. It's about stress-testing what's already there.

Here's how I approach it with Claude Code:

First, prepare. Before any security prompt works, Claude needs context:
→ Document your system architecture 
→ Document roles and permissions 
→ Document scheduled work and email flows 
→ Document secrets and variables

Then, stress-test your full codebase:
→ Someone just accessed a user's email. Figure out how. 
→ A user called an endpoint and got data they shouldn't. Trace it. 
→ User-submitted content executed JavaScript and stole admin cookies. 
→ An attacker tries to bypass access control — JWT manipulation, session hijacking, cross-tenant access. 
→ Compare what permissions.md says vs. what the API actually enforces. 
→ Audit Content Security Policy for weak directives.
→ Review against OWASP top 10.

The pattern: describe a breach scenario. Claude reverse-engineers how it could happen in your codebase. Outputs risk level, attack path, impact, and fix.

No coding required.

Run before launch, after major changes, or /loop into your pipeline.

You're welcome!

British Standards Institution Training Academy

BSI Committee Member – SFS/1 Sustainable Finance
Currently working towards development of ISO 32211 standard

Committee Member

Various ESG ,Carbon conferences and webinars globally

-Moderated panels at  Evintel events, in ESG , Sep 2024, Paris 
- Argus Europe Carbon Conference, Nice , France , May 2024, moderated panel in investments in NBS
-Caspian Investment Forum Prague May 2024, moderated panel on Green energy transition
-Chairing   Innovation zero's carbon forum clean tech congress), London April 2024, 
-ISO TC 322 Sustainable Finance Plenary 2024 – Conference, Cyprus, April 2024
-COP 28:- I ran panels at various country pavilions   Zambia, Cameroon. Gambia . December 2023, Dubai, UAE and also moderated panel at Blockchain summit at COP28, Dubai 
-Moderated panels at AFRICA CLIMATE SUMMIT 2023 - Nairobi, Kenya , 6th September 2023
-Moderated panels at The World ESG summit, Kuala Lumpur, Malaysia, Aug 2023 
-Moderated panels at  Reset connect (London Climate Action Week), June 2023
-Moderated panels at  Evintel events, in ESG 2023 (Amsterdam(Jan 203), Berlin and Amsterdam(Sep '23)upcoming)
 -Moderated panels at  Innovation zero event(clean tech congress), London May 2023  
-Moderated panels at  TSAM ESG Advisory Board Member. Moderating panel discussions, content curation ESG panels in NYC, London , 2022
-Moderated panels at  Sustainable Blockchain Summit, Boston, April 2023
-Moderated panels at  Logy talks media, 2021 , 2022
-Moderated panels at  COP27, Egypt
-Moderated panels at  London ESG fintech summit, 2022 June

Advisory member, Moderator, Content editor and script 

Independent consultant 

Currently consulted for product development  & strategy exclusively in  Carbon and ESG space: 
I am working with offsets project developers, fintech's, Blockchain market places, and investment advisory solutions specialist. 
GreenLabs, London : GreenCoin carbon-neutral blockchain project is a pioneer in the field, utilizing blockchain to promote carbon capture, minimize emissions, advance transparency and accountability
-Orbit fintech , London:-ESG product development and strategy 
-Earth Finance: Seattle based providing corporate strategy, investing and public policy solutions to help companies achieve their financial and net zero objectives.

Product Development Consultant & Strategy(ESG and Carbon)

Quantum Mutual Fund

October 2022 to current: Retained as external consultant  for Quantum's  "India ESG Equity Fund
Currently consulting for impact reports creation, carbon,  impact frameworks and practices, SFDR version2 and general regulatory and policy practises. Working with teams in Mumbai and London
Feb 2022 to Oct 2022: 
Sustainable Finance Disclosure Regulation classification  for Quantum's  "India ESG Equity Fund"
India's First Direct-to-Investor Mutual Fund offering a wide portfolio of top performing Mutual Fund schemes in India through its Invest Online platform. 
https://www.quantumamc.com/equity-funds/quantum-india-esg-equity-fund

ESG Consultant (SFDR)

Renewity

From 2022 June : Currently hired  as adhoc ESG adviser 
Renewity.earth :-  A Global investment platform dedicated to investing in renewable energy and the decarbonisation of the economy. 
Currently , Development of  sustianability & ESG policy . 
Development of due diligence framework for green and renewable energy focussed fund managers. Further  development of  multi manager business for Renewity. 
Simultaneously, consulting for Renewity's clients based globally and responsible for asset owner's RFP's
Frameworks consulted to date: TCFD, SBTi,

ESG Advisor

Various  

-carbon footprinting & sustainability due diligence  consulting for Tevva Motors, UK

- consultant to Farms.io  

-Consulted  on sustainability policy framework development for portfolio companies (Agtech, Fintech), of NAB VENTURES Limited Mumbai, India, (A Subsidiary of NABARD)

-Biodiversity consulting project (analysis of Biodiversity, in ESG metrics) from corporates perspective, with award-winning technology start-up Nature Metrics , which is implementing cutting-edge genetic techniques to monitor biodiversity

-Product consultant (MVP stage) for GSX ; GSX is a USA based Sustainability tech start-up, https://gsx.exchange/

-Inspired Consulting firm UK & Poland): CSR and Management consulting
   CSR and ESG strategy development at the corporate level
   Sustainability reporting aligned with leading benchmarks, and frame works
   Market research, strategy and further development of ESG metrics at corporate level
   Stakeholder engagement and materiality assessment,GRI,TCFD reporting
   link to csr report: PKP Energetyka - Raport niefinansowy 2019 (EN) (https://www.pkpenergetyka.pl/O- 
   PKP-Energetyka/Spoleczna-odpowiedzialnosc/Raporty-spoleczne)

- UK's leading Impact Angel Syndicate : Sustainability due diligence for impact start up's, market research,   UN SDG mapping, corporate venturing opportunities

- Promising Clean-Tech Start up(s): built a high level sales pipe line, sustainable disclosure frameworks, and market research, 

- Private Equity firm: Earth Capital, sustainability and ESG, research on Impact measurement 
  metrics, due diligence on impact score card and current market trends.

Independently sourced consulting projects in Sustainability 

InvestVerte

Co-founded Investverte a Paris based Fintech company  providing ESG ratings
InvestVerte is an independent ESG and corporate governance research, rating and analytics company which provides information to help investors around the world make the best investment decisions.

Co-Founder

Substantive Research Ltd

-Built ESG fintech platform for the buy side clients 
-Interviewed and due diligence of 400+ ESG and Climate change market participants from 65+ countries and 6 continents who are part of the current ESG eco system 
- Created a taxonomy and digitise the information for the ESG market participants and further intelligence mapping for the buyside clients 
-Consulted for product development roadmap & strategy
-Responsible for RFP’s  and DDQ’s and ad hoc content management

Main areas of coverage: weather /climate/ physical / asset level /  transition & company level, risks. 
Topics focused on: Greenwashing, data disclosures, explored SFDR (64 PAI’s), Biodiversity , data methodologies, Governance and board diversity, Scope 1,2,3 emissions, Corporate engagement, water risks
Overall creation of new business and revenue stream for Substantive.

ESG Consultant 

Green Investment Partners

ESG Consultant:
-Development of ESG Policy
-Expert review, due diligence  and identification of  key material issues related to portfolio holding companies and further mapping with GIP's guidelines taking into consideration best industry practices and standards
-Provided individual ESG scoring/rating  of the each company 
- Provided insights about how the companies ESG performance could affect valuable intangible assets such as reputation, brand value and long term investors trust 
- Overall review of how emerging ESG megatrends are likely to affect the company and its market

Link to the ESG policy link :-  https://static1.squarespace.com/static/5f96d459ff723c5420274102/t/5fb1877b844f9e409eabaf99/1605470080296/201104+GIP+Responsible+Investing+Policy.pdf 
https://www.greeninvestmentpartners.com

ESG Consultant

The AI Book

I'm honoured to share some exciting news: I'm the Co-Author of The AI Book, which is published by Wiley in May 2020! The AI Book is the first crowdsourced book on the applications of AI across financial services and brings together some of the industry's best thought leaders, entrepreneurs and influencers globally.

To find out more about the book, especially my chapter : The Impact of AI on Environmental, Social and Governance (ESG) Investing:  Implications for the Investment Value Chain

..please order your copy and kindly leave a review on Amazon:
https://lnkd.in/dEKjnaq
https://www.amazon.co.uk/Book-Artificial-Intelligence-Entrepreneurs-Visionaries/dp/1119551900/
 #FINTECHCircle  #AIBook #AI #ArtificialIntelligence #xAI #esginvesting #aiesg

Co Author : The Impact of AI on Environmental, Social and Governance (ESG) Investing

MBA from Imperial College Business School (London) and Executive MBA electives from ESADE business school Madrid and Barcelona campuses (Spain)

Interested in Sustainable/Environmental friendly investing, Green Fin-Tech/Wealth Tech,  and  Clean Tech investments. I have worked in asset management before and have a back ground in writing winning proposals on ESG funds, looking forward to connect with like minded individuals on  Linkedin. 

Special interests include how AI, NLP, ML, Geospatial, Satellite- data,  can help achieve alpha in a portfolio along with identifying potential forward looking ESG metrics. 

I am very interested to learn more about ESG frameworks, Social impact investing, Clean-tech investing,  and exploring impact measurement techniques for PE, VC, Angel- investee companies and continue my every day learning about sustainability trends along with industry leading benchmarks and reporting standards. 

I'm a LinkedIn open networker so please feel free to connect with me on  LinkedIn or drop me a line at kalyana.inampudi17@alumni.imperial.ac.uk

Interested to be contacted for the potential consulting type roles in ESG, sustainability fin-tech, and  impact investing. References available upon the request. 🙏

Keywords: ESG, Impact, Responsible Investing, Cleantech, CSR, Sustainability, Strategy.

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Kalyani.Inampudi, ACSI

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Kalyani.Inampudi, ACSI

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