Yc Insight Driven Bp

YC Insight-Driven BP

YC风格的洞察先导BP框架。极简、洞察先导、以创始人为中心。投资人不投生意，他们投洞察。

When to Use

Use this skill when:

• 用户需要以反共识洞察为核心的极简BP框架
• 用户正在融pre-seed到seed轮，面对加速器或天使投资人
• 用户是首次创业者，需要创始人-centric的pitch deck
• 用户需要5-8页极简格式或1页memo
• 用户需要直接、对话式、略带不羁的语气

Do NOT use this skill if:

• 用户需要严谨的数据驱动框架（A轮及以后、机构投资人）→ use sequoia-structured-bp instead
• 用户需要故事驱动的现场演示框架（Demo Day/路演比赛）→ use raskin-narrative-bp instead
• 用户需要可编辑的PPTX文件 → use pitch-deck-creator instead
• 用户需要中文融资BP大纲 → use fundraising-bp-planner instead

Typical triggers:

• 「YC风格BP」「洞察驱动商业计划书」「极简pitch deck」「加速器申请材料」
• "Y Combinator pitch deck", "insight-first BP", "pre-seed deck", "angel investor presentation"

Workflow

本框架描述"如何使用YC洞察先导BP框架"的步骤：

本工作流遵循六步推进法，共6个步骤：

1. 探查 (Probe)：动手前先完整读取全部输入，确认目标和约束。
2. 约束 (Constrain)：验证输入完整性，设定边界和不可降级的交付标准，受阻时换通道。
3. 证据 (Evidence)：每个数字必须来自输入、具体信源或可复现计算，收集支撑数据。
4. 执行 (Execute)：调用脚本/API/生成内容，先给影响与结论，再给行动和必要证据。
5. 验证 (Verify)：用"可能失败"的动作验证——不同于生成路径的方式回读输出。
6. 交付 (Deliver)：返回结果，清理临时文件。

Step 1: 探查 (Probe)

完整读取用户的项目信息，确认融资阶段（pre-seed到seed为佳）、行业、创始团队背景和核心洞察。理解项目的独特世界观。

Step 2: 约束 (Constrain)

设定框架使用边界：

• 输出长度5-8页幻灯片，或1页memo（最多500字）
• 语气：直接、对话式、略带不羁
• 一切内容服务于核心洞察
• 洞察必须是反共识的（聪明人会不同意）
• 不使用"AI将改变一切"等模糊表述
• 受阻时换通道，不降级交付物

Step 3: 证据 (Evidence)

收集支撑洞察的证据：

• 洞察必须具体（不是"AI很大"）
• 问题必须是洞察的直接后果
• traction指标必须直接验证洞察（不只是增长）
• 客户引言必须确认洞察（不只是"产品很好"）
• 市场规模必须通过洞察重新定义（不是通用TAM）
• 团队故事必须解释"为什么你能看到这个洞察"

Step 4: 执行 (Execute)

按照下方「Framework Content」中的逐页指南，先通过"一句话测试"确定核心洞察，再逐页撰写BP内容。先给影响与结论，再给行动和必要证据。每页遵循：Goal → Structure → Good/Bad Example → Check 的结构。

Step 5: 验证 (Verify)

用Self-Review Checklist逐项验证——不同于生成路径的方式回读输出：

• 能否用一句话陈述洞察？
• 洞察是否反共识（聪明人会不同意）？
• 每页是否都服务于洞察？
• deck是否少于8页？
• 是否解释了"why now"？
• traction是否在验证洞察（不只是增长）？
• 团队故事是否关于"为什么我们能看到这个"，而非"我们做过什么"？
• ask是否直接且具体？

Step 6: 交付 (Deliver)

返回完整的5-8页BP内容（Markdown格式，逐页指南），或1页memo格式。包含核心洞察、每页的目标、结构、示例和检查清单。清理临时文件。如需生成可编辑PPTX，使用 pitch-deck-creator。

Output

输出为Markdown格式的完整BP逐页指南或1页memo，包含：

• 核心洞察（通过一句话测试确定）
• 5-8页幻灯片，每页包含：Goal、Structure、Good/Bad Example、Check清单
• 或1页memo格式（最多500字）
• Self-Review Checklist
• Anti-Patterns to Avoid（5种常见反模式）
• YC-Specific Tips（5条YC特定建议）
• 所有示例基于ChainLedger作为统一案例

Framework Content

Meta

• Style: Minimalist, insight-first, founder-centric
• Best For: Pre-seed to Seed; accelerators; angel investors; first-time founders
• Source: Y Combinator Demo Day + partner office hours
• Output Length: 5–8 slides, or 1-page memo
• Tone: Direct, conversational, slightly irreverent

Core Philosophy

Investors don't invest in businesses. They invest in insights — a truth about the world that you see and others don't.

"The best founders have a secret. They know something the rest of the world doesn't." — Paul Graham

YC decks are short because the insight should be so compelling that everything else is obvious.

The One-Sentence Test

Before writing a single slide, answer this:

What do you believe about the world that is true, but that most smart people disagree with?

This is your insight. Everything in the deck serves this insight.

Good Examples:

• "The best software companies will be built outside Silicon Valley."
• "AI won't replace doctors — it will replace the medical billing industry."
• "Cross-border B2B payments aren't a fintech problem. They're a compliance data problem."

Bad Examples:

• "We make the best project management software." (Not contrarian)
• "AI will change everything." (Too vague)
• "We have a better UI than our competitors." (Not an insight)

Slide 1: The Insight (The Hook)

Goal: Make the investor lean forward.

Structure:

1. The counterintuitive truth (1 sentence)
2. Why most people are wrong (1 sentence)
3. What this makes possible (1 sentence)

Good Example:

"Most people think cross-border payments are slow because of banking infrastructure. The real bottleneck is compliance data — sanction lists, KYC, trade documentation are checked manually by 3 different parties. If you automate compliance data sharing, settlement drops from 7 days to 4 hours without changing a single bank."

Bad Example:

"ChainLedger is a fintech platform for cross-border payments."

Check:

• The insight is contrarian (smart people would disagree)
• The insight is specific (not "AI is big")
• The insight implies a big opportunity

Slide 2: Problem (From the Insight)

Goal: Show the insight creates a massive, painful problem.

Structure:

1. The old world (as seen through your insight)
2. Who suffers most (be specific)
3. The cost (quantified)

Good Example:

"Because compliance is manual and siloed, every cross-border transaction requires 3–5 intermediaries to re-verify the same data. Mid-market manufacturers importing from Asia spend 7 days and $2,500 per transaction on compliance overhead alone. Their 2-person finance teams are drowning."

Check:

• The problem is a direct consequence of your insight
• The suffering party is narrowly defined
• The cost is quantified

Slide 3: Solution (The Inevitable Answer)

Goal: Show that once you see the insight, your solution is the only logical answer.

Structure:

1. The mechanism (how you exploit the insight)
2. The result (what changes for the customer)
3. Why now (why wasn't this done before?)

Good Example:

"We built a shared compliance data layer. Instead of 3 banks independently verifying the same KYC, our network verifies once and shares the attestation. Result: settlement in 4 hours, compliance cost down 90%. Why now? Open banking APIs + regulatory sandbox programs make data sharing legal for the first time."

Check:

• The solution directly exploits the insight
• The mechanism is simple (one sentence)
• The "why now" answers the "why hasn't this been done" objection

Slide 4: Traction (Proof the Insight is Right)

Goal: Show early evidence that your insight is correct.

Structure:

1. The metric that validates the insight
2. Trend
3. Customer quote (if available)

Good Example:

"In 6 months: 120 customers, $50k MRR, 12% MoM growth. But the key number: 94% of customers say 'we didn't know compliance was the bottleneck until we used ChainLedger.' This validates the insight."

Check:

• The traction metric directly validates the insight
• There's a growth trend
• A customer quote confirms the insight (not just "great product")

Slide 5: Market (Size Through the Insight)

Goal: Show the insight opens a massive market.

Structure:

1. Market size via the insight (not generic TAM)
2. Expansion path (adjacent markets your insight unlocks)

Good Example:

"If compliance data is the real bottleneck, the market isn't 'cross-border payments' ($180B). It's 'compliance automation for trade finance' ($42B). And once we own compliance data, we can expand into trade credit, insurance, and supply chain finance."

Check:

• Market size is reframed through the insight
• Expansion path is logical, not speculative
• Numbers are defensible

Slide 6: Business Model (Keep It Simple)

Goal: Show you can make money. One model only.

Structure:

1. How you charge (one sentence)
2. Unit economics (if you have them)
3. Why customers pay (value captured)

Good Example:

"0.15% per transaction + $2k/mo platform fee. We save customers $2,500 per transaction; they pay us $200. That's an 8x ROI."

Check:

• One primary revenue model
• Customer ROI is clear
• Pricing is simple enough to remember

Slide 7: Team (Why You See This)

Goal: Show why your background gives you unique access to this insight.

Structure:

1. Founder story: How you discovered the insight
2. Relevant experience: Not credentials, but proof you can execute
3. Key hire: One person who validates the vision

Good Example:

"I ran payments compliance at Ant Group for 8 years. I watched $2B in settlements get delayed because 3 banks were checking the same data. My co-founder built the compliance API at Stripe. We literally built this before — now we're doing it for everyone."

Check:

• The team story explains why you see the insight
• Experience is relevant, not prestigious
• There's a narrative, not a resume

Slide 8: The Ask

Goal: Be direct. YC founders ask for money like they ask for coffee.

Structure:

Raising $X.
To achieve [3 milestones].
Current runway: X months.

Good Example:

"Raising $1.1M pre-A. 3 milestones: $200k MRR, EU regulatory approval, 3 enterprise pilots. Runway: 8 months."

Check:

• The ask is a number, not a range
• Milestones are specific and time-bound
• Runway is disclosed (YC investors respect honesty)

The YC One-Page Memo Format

For very early stage (pre-launch), YC sometimes prefers a memo over a deck:

[Company] — [One-line description]

Insight: [What you believe that others don't]

Problem: [What broken thing your insight reveals]

Solution: [How you fix it]

Traction: [What evidence you have]

Team: [Why you]

Ask: [How much, on what terms]

Use of funds: [3 specific allocations]

Max 500 words. If you can't explain it in 500 words, you don't understand it.

Self-Review Checklist

• Can I state the insight in one sentence?
• Is the insight contrarian (smart people disagree)?
• Does every slide serve the insight?
• Is the deck <8 slides?
• Did I explain "why now"?
• Is traction validating the insight (not just growth)?
• Is the team story about why we see this, not what we've done?
• Is the ask direct and specific?

Anti-Patterns to Avoid

1. The "Me-Too" Insight: "AI is changing everything." Not contrarian enough.
2. The Feature List: More than 3 features means you haven't found the core insight.
3. The Credential Dump: YC doesn't care about your MBA. They care about what you built.
4. The Hand-Wavy Market: "The market is huge." Reframe it through your insight.
5. The Range Ask: "We're raising $1–2M." Pick a number.

YC-Specific Tips

1. Demo if possible: A 60-sec screen recording beats 10 slides.
2. Talk about users: YC partners want to hear "users love us because..."
3. Be honest about risks: "We don't know if enterprise sales cycle is 3 or 6 months. We're testing both."
4. Show iteration: "We started as X, but users kept asking for Y, so we pivoted."
5. Know your numbers cold: If you say 12% MoM growth, be ready to explain the monthly breakdown.

Guardrails

Anti-patterns

• NEVER 使用"Me-Too"洞察——"AI将改变一切"不够反共识
• Do NOT 列出超过3个功能——意味着你还没找到核心洞察
• NEVER 堆砌学历——YC不在乎你的MBA，他们在乎你做过什么
• Do NOT 含糊地说"市场很大"——通过洞察重新定义市场
• NEVER 给出范围式ask——"我们融1-2百万美元"，选一个数字
• Do NOT 超过8页幻灯片——YC deck短是因为洞察应该足够有说服力
• NEVER 编造数据——每个数字必须有来源或可辩护

Constraints

• 输出长度5-8页幻灯片，或1页memo（最多500字）
• 语气：直接、对话式、略带不羁
• 一切内容服务于核心洞察
• 洞察必须反共识且具体
• traction必须验证洞察（不只是增长）
• 团队故事必须解释"为什么你能看到这个洞察"
• ask必须是具体数字而非范围
• runway必须披露（YC投资人尊重诚实）

Related Skills

• sequoia-structured-bp — 红杉风格的严谨数据驱动框架，适合A轮及以后、机构投资人
• raskin-narrative-bp — Andy Raskin风格的故事驱动叙事框架，适合现场演示、Demo Day和路演比赛
• pitch-deck-creator — 框架内容完成后，从结构化JSON生成可编辑的10页PPTX文件

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