4p-opportunity-framework
Evaluate opportunities by assessing Potential BEFORE Probability, then check Passion and Prowess. Prevents risk aversion from killing high-upside ideas.
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Evaluate opportunities by assessing Potential BEFORE Probability, then check Passion and Prowess. Prevents risk aversion from killing high-upside ideas.
A planning framework where the entire company operates off a single, rolling two-year roadmap with synchronized releases. Use when shipping frequently but customers aren't noticing, or when engineering and mark...
Use when deciding between a high-status opportunity and a riskier path that feels more aligned, when feeling trapped despite external success, or when auditing if your decisions serve your values or others' exp...
A chronological model of the buying process from the customer's perspective—First Thought, Passive Looking, Active Looking, Deciding, First Use, Ongoing Use. Align sales to customer psychology, not your funnel.
Use when traditional problem/solution pitches fail to differentiate, when teams are misaligned around messaging, or when entering Series B/scaling phases where founder-led sales no longer scale
Before setting outcome goals, identify your understanding level. If you don't know the levers, set a learning goal, not a revenue goal. Don't commit to outcomes you can't control.
Product-Market Fit is perishable in AI. LLM capabilities jump every 3 months, so you must pivot and reinvent your core value proposition quarterly. Accept high churn and throttle scaling for reinvention.
A document created by a leader that articulates their values, quirks, and expectations to accelerate mutual understanding with their team. Use when onboarding new team members or taking over a new team.
Use explicit tags (#fyi,
Use when meetings are dominated by the loudest voices, when seeking diverse perspectives on roadmaps or forecasts, or when groupthink is hindering decision quality
Treat company culture as a product you build for employees. Iterate on it using feedback loops (NPS), identify bugs, and evolve it—don't try to preserve a static version.
Restructure organizations by eliminating divisions and GMs, organizing strictly by function to reduce politics and ensure experts lead experts. Use when sensing slowdown, bureaucracy, or fracturing user experie...
Use when designing retention mechanisms, habit loops, or auditing why users drop off despite engaging with core features, to structure gamification beyond superficial badges
Use when defining new product lines or major pivots, when single PR/FAQ leads to tunnel vision, or when giving leadership real strategic choices instead of yes/no decisions
Use when decisions seem to require years to evaluate, when hiding behind long-term vision to avoid accountability, or when struggling to learn from venture/product bets in real-time
Use data to establish business observability (diagnosing problems) but use creative design thinking to solve them (treatment). Resolves the conflict between data-driven and intuition-driven product development.
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.
A metaphor for managing change—remain rooted in core purpose while being extremely flexible in tactics, absorbing storms of change without breaking. Use during pivots, restructures, or industry upheavals.
When firing someone, separate the business decision from humane implementation. Act as their talent agent—actively use your network to help them find their next role.
Use when hiring for early-stage high-growth companies, when filtering out comfort-seekers, or when building teams tackling unsolved technical challenges
Use when joining a new company, taking over legacy products, or proposing strategies that were previously attempted to avoid repeating past mistakes
Understand that product work happens at three levels (Impact, Execution, Optics) and conflicts arise when people argue from different levels. Use to diagnose team misalignment.
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.
Use when building AI-native products where user data can fine-tune performance, when static software fails to improve with usage, or when designing products that learn from interaction
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。