smithery/coowoolf

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3-Month PMF Treadmill Product-Market Fit is perishable in AI. LLM capabilities jump every 3 months, so you must pivot and reinvent your cor…

smithery/coowoolf

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2

Bar Raiser Hiring Mechanism A quality control mechanism with a designated interviewer from outside the hiring chain who has veto power to ensure …

smithery/coowoolf

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3

bar-test-positioning Use after drafting positioning statements, before writing website copy, or when marketing language sounds corporate r…

smithery/coowoolf

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4

Builder Operating Model Shift from rigid roles (PM, Designer, Engineer) towards a model where individuals use AI to bridge skill gaps, enabli…

smithery/coowoolf

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5

Corporate Innovation C-Corp Model To replicate startup speed in large companies, launch new products as separate legal entities (C-Corps) with distinct…

smithery/coowoolf

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6

Culture-as-Product Operating System Treat company culture as a product you build for employees. Iterate on it using feedback loops (NPS), identify bugs, …

smithery/coowoolf

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7

Dimensionality of Self-Management View yourself as an entity with infinite dimensions rather than a single good/bad identity. Strengths and weaknesses …

smithery/coowoolf

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8

Entropy Defense Mechanism Deliberately impose artificial constraints and simplification rules to counteract organizational drift toward complex…

smithery/coowoolf

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9

explore-exploit-cycles Use when managing growth experiments, when a product area faces diminishing returns, or when deciding whether to gene…

smithery/coowoolf

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10

Explorer vs Lecturer Coaching Model A feedback approach where the manager acts as a curious investigator rather than an authoritarian expert, using obser…

smithery/coowoolf

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11

Fear and Anger Decision Filter Fear creates exaggerated negative predictions. When gripped by fear, bet that the opposite will happen if you act aga…

smithery/coowoolf

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12

Flashtag Communication Protocol Use explicit tags (#fyi, #suggestion, #recommendation, #plea) in written communication to clarify the expected weight…

smithery/coowoolf

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13

Functional Consolidation Model Restructure organizations by eliminating divisions and GMs, organizing strictly by function to reduce politics and en…

smithery/coowoolf

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14

gamification-triad Use when designing retention mechanisms, habit loops, or auditing why users drop off despite engaging with core featu…

smithery/coowoolf

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15

Give Away Your Legos In scaling companies, once you master a role you must hand it off and move to a bigger, messier challenge. Holding on…

smithery/coowoolf

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16

inner-scorecard Use when deciding between a high-status opportunity and a riskier path that feels more aligned, when feeling trapped …

smithery/coowoolf

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17

J-Curve Career Framework High-growth careers are J-Curves, not stairs—you jump off a cliff (take risk), struggle for 6-9 months (bottom of J),…

smithery/coowoolf

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18

LNO Time Management Framework Categorize tasks into Leverage (10x), Neutral (1x), and Overhead (<1x) to escape the trap of treating all tasks as eq…

smithery/coowoolf

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19

marginal-user-framework Use when facing conversion plateaus, expanding to new markets, or when aggregate data fails to reveal growth bottlene…

smithery/coowoolf

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20

Minimum Lovable Product (MLP) In an era where AI lowers the cost of building software, viability is obsolete. The differentiator is joy and emotion…

smithery/coowoolf

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21

nlx-design-stack Use when designing AI agents or chatbots, when raw model outputs feel like a black box, or when building natural lang…

smithery/coowoolf

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22

Opportunity Cost Minimization Stop optimizing for positive ROI and start focusing on minimizing opportunity cost—choosing the BEST possible use of …

smithery/coowoolf

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23

playing-to-win Use when defining long-term product strategy, when needing to pivot from horizontal to vertical focus, or when teams …

smithery/coowoolf

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24

Product-Led Marketing Loop Treat product usage costs (even high LLM costs) as marketing expenses. Remove all friction to access, let users creat…

smithery/coowoolf

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25

shortening-feedback-loops Use when decisions seem to require years to evaluate, when hiding behind long-term vision to avoid accountability, or…

smithery/coowoolf

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26

Single Consciousness Roadmap A planning framework where the entire company operates off a single, rolling two-year roadmap with synchronized relea…

smithery/coowoolf

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27

unstuck-scaling Use when AI agents frequently hit dead ends, when reliability is the main constraint on scaling utility, or when gene…

smithery/coowoolf

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28

Willow Tree Leadership Style A metaphor for managing change—remain rooted in core purpose while being extremely flexible in tactics, absorbing sto…

smithery/coowoolf

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