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product-skill
product-skill/ Sources

Grounded in named sources

Every recommendation traces to a published practitioner — cited inline, never invented.

product-skill synthesizes named practitioners and published frameworks; every recommendation is grounded in the source named inline. The primary sources, by domain:

Strategy & ops

Cagan/SVPG (Inspired/Empowered/Transformed); Biddle (DHM/GEM/GLEe); Janakiraman (Strategy Blocks, Lenny's 2025); Lafley & Martin (Playing to Win); Perri (Escaping the Build Trap, Product Operations w/ Tilles, Product Kata); Cutler (cascade trap, subtractive ops); Meyer & Lehnerd / Robertson & Ulrich / Martin & Ishii / Cameron et al. (product-platform & modularity, MIT Designing Product Families); Eisenmann/Parker/Van Alstyne & Gawer / Rochet & Tirole (multi-sided platforms & price structure); Phaal/Farrukh/Probert (IfM Cambridge roadmapping / T-Plan); Wheelwright & Clark (Aggregate Project Plan, HBR); Christensen/Verlinden/Westerman (integrate-vs-modularize & profit migration); Keeley/Doblin (Ten Types of Innovation); Carr (infrastructural-tech commoditization); Feitzinger & Lee (postponement); Fricke & Schulz / Suh, de Weck & Chang (design for changeability & flexible platforms); Kota/Sethuraman/Miller (Product Line Commonality Index).

Discovery & product sense

Torres (Continuous Discovery Habits, OST); Doshi (LNO, three levels, pre-mortem); Christensen (JTBD, Innovator's Dilemma); Ulwick (ODI); Hauser & Clausing (QFD / House of Quality, HBR).

AI-native PM

Husain & Shankar (hamel.dev evals-faq, Field Guide, Three Gulfs, arXiv:2404.12272); Khan (Arize; Lenny's “Beyond vibe checks”); Nika (MVQ, AIPDL — O'Reilly 2025) & Granados (archetypes, Wiley 2025); IDEO/Tim Brown (D/V/F base).

Positioning, GTM & pricing

Dunford (Obviously Awesome, Sales Pitch); Moore (Crossing the Chasm); Dixon & McKenna (The JOLT Effect); Ramanujam (Monetizing Innovation); Campbell (ProfitWell/Paddle); Van Westendorp (PSM).

Growth, metrics & experimentation

McClure (AARRR); Verna (hybrid-PLG, PQA); Rachitsky (Lenny's); Amplitude (North Star); Google (HEART); Eyal (Hook); Ries (Lean Startup / Build-Measure-Learn); Kohavi/Tang/Xu (Trustworthy Online Controlled Experiments — SRM, Twyman's law, peeking); Raviv (experiment craft); L.E.K. (key value drivers); Meyer/Tertzakian/Utterback (R&D-portfolio meta-metrics, MIT).

AI era, org, career & NPD

the Udezues (Building Rocketships 2025); Evans (Magic Loop); Ng (via Rachitsky); Norton (hiring); Aumayr (Product Management, Springer 2023); Cooper (Stage-Gate/NewProd, JPIM); Skelton & Pais (Team Topologies); Mironov (roadmaps); Klein (pre-mortem); Kano; Reinertsen/SAFe (WSJF); Nadler & Tushman (Congruence Model).

Roster counterweight

The roster tilts toward SVPG / Lenny's-circuit US-tech winners — deliberately counterweighted by Aumayr (non-US B2B-industrial) and Cooper (peer-reviewed NPD). Treat single-company success stories as outliers, not proof.

CC BY-SA 4.0

Reuse and adapt — with attribution, share-alike.

Licensed under CC BY-SA 4.0: reuse and adapt with attribution, and share alike. If you build on it, keep the attribution and pass the openness forward.

Cite this work

Kethineedi, Gowtham. product-skill — 30+ product-management frameworks as an AI skill (2026).

DOI: 10.5281/zenodo.21136453

Repository + CITATION.cff on GitHub.