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data ai sales marketing AI 技能

发现 data ai sales marketing 相关 Skills,比较来源仓库和用途,查看适合你工作流的技能说明。

分类目录: data ai sales marketing

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GitHub

corporate-innovation-c-corp-model

Coowoolf

To replicate startup speed in large companies, launch new products as separate legal entities (C-Corps) with distinct brands, reporting directly to the CEO, bypassing standard chains of command.

GitHub

shackleton-hiring

Coowoolf

Use when hiring for early-stage high-growth companies, when filtering out comfort-seekers, or when building teams tackling unsolved technical challenges

GitHub

historian-decision-model

Coowoolf

Use when joining a new company, taking over legacy products, or proposing strategies that were previously attempted to avoid repeating past mistakes

GitHub

product-led-marketing-loop

Coowoolf

Treat product usage costs (even high LLM costs) as marketing expenses. Remove all friction to access, let users create social proof. COGS becomes CAC. Ship to create noise.

GitHub

hierarchy-of-engagement

Coowoolf

A three-level framework to gauge growth quality. Level 1: Core Action completion. Level 2: Retention via accruing benefits and mounting loss. Level 3: Self-perpetuating loops. Don't optimize for MAU—optimize fo...

GitHub

solve-before-scale

Coowoolf

Use when building zero-to-one products, when the solution shape is undefined, or when teams are applying growth metrics too early

GitHub

marginal-user-framework

Coowoolf

Use when facing conversion plateaus, expanding to new markets, or when aggregate data fails to reveal growth bottlenecks, to identify high-leverage improvements by focusing on worst-case users

GitHub

explore-exploit-cycles

Coowoolf

Use when managing growth experiments, when a product area faces diminishing returns, or when deciding whether to generalize or specialize in career or product strategy

GitHub

pre-mortem-kill-criteria

Coowoolf

Use before launching products or signing contracts, when needing to combat sunk cost fallacy, or when standard pre-mortems fail to change behavior

GitHub

lazy-vain-selfish-users

Coowoolf

Use when designing onboarding flows, writing marketing copy, or creating the first-mile product experience to capture attention from indifferent users

GitHub

taste-driven-core

Coowoolf

Use for core product areas defining long-term brand value, when A/B tests are fragmenting product vision, or when short-term optimization threatens architectural integrity

GitHub

minimum-lovable-product-mlp

Coowoolf

In an era where AI lowers the cost of building software, viability is obsolete. The differentiator is joy and emotional connection. Prioritize "Wow" over "Aha"—brand is product interaction.

GitHub

playing-to-win

Coowoolf

Use when defining long-term product strategy, when needing to pivot from horizontal to vertical focus, or when teams struggle with prioritization due to serving too many use cases

GitHub

prfaq-product-validation

Coowoolf

Write a future-dated Press Release and FAQ before any coding begins to ensure the product solves a real customer problem. Work backwards from the customer, not forward from capabilities. Amazon's foundational p...

GitHub

four-forces-of-progress

Coowoolf

A behavioral model defining the opposing forces in switching decisions—Push, Pull, Anxiety, Habit. Change happens only when (Push + Pull) > (Anxiety + Habit). Core to Jobs-to-be-Done theory.

GitHub

ai-teammate-model

Coowoolf

Use when designing AI agent products, defining roadmaps for agentic workflows, or evaluating how to evolve AI from passive tool to proactive partner in software development

GitHub

causal-interview-protocol

Coowoolf

A JTBD interviewing technique to reconstruct the customer's timeline and uncover causal mechanisms behind a purchase. Resembles criminal investigation—penetrate surface-level answers to find the struggling mome...

GitHub

bar-raiser-hiring-mechanism

Coowoolf

A quality control mechanism with a designated interviewer from outside the hiring chain who has veto power to ensure candidates raise the bar (better than 50% of current employees in role). Amazon's talent dens...

GitHub

absolute-volume-framework

Coowoolf

Use in power-law businesses like platforms or VC, when conversion rate optimization shrinks your funnel, or when efficiency metrics block potential outlier winners

GitHub

hierarchy-of-marketplaces

Coowoolf

A roadmap for marketplace domination. Level 1: Focus on a "thimble" to maximize Happy GMV. Level 2: Tip the market via growth loops. Level 3: Dominate to capture economic rents. Not all GMV is equal.

GitHub

create-plan

softleader

Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

GitHub

shortcut

jbuckmccready

MUST use when interacting with Shortcut's project management platform to create, update, search, or retrieve stories, epics, iterations, teams, workflows, objectives, and documents.

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