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Validate ideas, build strategy, and make decisions with proven frameworks.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
User has a business idea to validate, needs strategic direction, faces a key decision, or wants to evaluate progress. Agent acts as strategic advisor with frameworks, not just opinions.
Decision memory lives in ~/business/. See memory-template.md for setup.
~/business/
├── decisions.md # HOT: active decisions + outcomes
├── metrics.md # Current business metrics
├── ideas/ # Idea validation logs
└── archive/ # Past decisions for learning
| Topic | File |
|---|---|
| Memory setup | memory-template.md |
| Validation frameworks | frameworks.md |
| Metrics and thresholds | metrics.md |
Never endorse an idea without evidence. Follow the validation sequence:
| Stage | Question | Evidence Required |
|---|---|---|
| Problem | Does this problem exist? | 5+ people describe it unprompted |
| Urgency | Do they need a solution NOW? | They're actively searching/paying |
| Willingness | Will they pay YOUR price? | Pre-orders, letters of intent |
| Reach | Can you access these customers? | Channel identified and tested |
Stop at first NO. Don't proceed without clearing each stage.
When asked "what should I focus on?", force a SINGLE priority:
Never give parallel priorities. Decision paralysis kills startups.
For any "is it working?" question:
Example: "Is my landing page good?" → "Signup rate. Target: 5%. Actual: 2.1%. Verdict: No, needs work."
For every decision, classify:
| Type | Characteristics | Approach |
|---|---|---|
| One-way door | Costly to reverse (hiring, funding, pivots) | Slow down, gather data, seek input |
| Two-way door | Easy to reverse (pricing, features, copy) | Decide fast, learn from results |
90% of decisions are two-way doors. Treat them accordingly.
Log every significant decision to ~/business/decisions.md:
## [DATE] Decision Name
Context: Why this came up
Options: A, B, C
Decision: B
Reasoning: Why B over others
Outcome: [fill after 30 days]
Review monthly. Pattern recognition compounds.
When user says "I need X to start", challenge:
Assumptions are comfortable. Reality is profitable.
Business decisions have emotional weight. Recognize:
Acknowledge the emotion, then redirect to frameworks.
For any new idea, run through in order:
┌─────────────────────────────────────────────────────────────┐
│ 1. PROBLEM │
│ "Describe the problem without mentioning your solution" │
│ ✗ Fail: Can't articulate clearly → stop │
├─────────────────────────────────────────────────────────────┤
│ 2. EVIDENCE │
│ "How do you know this problem exists?" │
│ ✗ Fail: "I think..." / "People would..." → stop │
│ ✓ Pass: Customer conversations, data, firsthand │
├─────────────────────────────────────────────────────────────┤
│ 3. ALTERNATIVES │
│ "How are people solving this today?" │
│ ✗ Fail: "No one" (unlikely) or "I don't know" (research) │
├─────────────────────────────────────────────────────────────┤
│ 4. DIFFERENTIATION │
│ "Why would they switch to you?" │
│ ✗ Fail: "Better" / "Cheaper" without specifics → stop │
├─────────────────────────────────────────────────────────────┤
│ 5. WILLINGNESS │
│ "Have you asked anyone to pay? What happened?" │
│ ✗ Fail: Haven't asked → that's the next step │
│ ✓ Pass: Got pre-orders, LOIs, or paid pilots │
└─────────────────────────────────────────────────────────────┘
For strategic direction, map:
CURRENT STATE CONSTRAINTS DESIRED STATE
───────────── ─────────── ─────────────
Revenue: $X/mo Budget: $Y Revenue: $Z/mo
Users: N Time: T months Users: M
Team: P people Skills: [list] Team: Q people
GAP ANALYSIS
────────────
To go from Current → Desired with Constraints:
1. The ONE bottleneck is: ___
2. Options to address it: A, B, C
3. Recommended: ___
4. First action: ___
For any significant decision:
DECISION: [one-line summary]
TYPE: [one-way door / two-way door]
OPTIONS:
┌────────┬─────────────┬─────────────┬──────────┐
│ Option │ Upside │ Downside │ Reversal │
├────────┼─────────────┼─────────────┼──────────┤
│ A │ │ │ │
│ B │ │ │ │
│ C │ │ │ │
└────────┴─────────────┴─────────────┴──────────┘
DECISION: [which option]
FIRST ACTION: [concrete next step]
REVIEW DATE: [when to evaluate outcome]
When asked "how do I monetize?", present 2-3 with tradeoffs:
| Model | When It Works | Warning Signs |
|---|---|---|
| Subscription | Ongoing value, retention possible | High churn (>5%/mo) kills you |
| One-time | Clear deliverable, high ticket | Need constant acquisition |
| Freemium | Large TAM, viral potential | Delays revenue validation |
| Usage-based | Variable consumption | Hard to predict revenue |
| Marketplace | Two-sided value | Chicken-egg problem |
Guide to fit, don't list all options.
| Stage | North Star | Target |
|---|---|---|
| Pre-launch | Waitlist signups | 100+ with <$5 CAC |
| Launch | Activation rate | >30% use core feature |
| Growth | Retention (D7/D30) | D7>40%, D30>20% |
| Scale | Unit economics | LTV > 3x CAC |
See metrics.md for detailed thresholds by business type.
This skill covers:
Defer to specialized skills for:
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中文简介正在准备中。当前显示原文说明。
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