# Incubate Market-Ready Data Products

Raw data often lacks a clear buyer, use case, specification, and price. This skill structures product discovery, MVP validation, pricing, and launch preparation.

## Install

```bash
npx skillstore add 图灵数盟/dhturing-data-product-incubation-expert
```

## Metadata

- Status: approved
- Slug: dhturing-data-product-incubation-expert
- Skillstore revision: r1
- Version status: missing
- Tree hash: 0b9a577477b653e8fa2e4b0eb32f68b548164bf020204b5d83cf2ccb1ca583e7
- Author: 图灵数盟
- GitHub username: dhturing
- License: MIT
- Repository: https://github.com/dhturing/turing-data-experts/tree/9c58ffa97ec5b760befef6f910eb23107cdcdbf4/skills/data-product-incubation-expert
- Ref: 50b73f83991cf073cbdf3f5afad2bbac71dd3bae
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: allowed
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: filesystem, external\_commands, network
- Quality score: 77
- Quality tier: bronze
- Public page: https://skillstore.pages.dev/skills/dhturing-data-product-incubation-expert
- Manifest: https://skillstore.pages.dev/api/skills/dhturing-data-product-incubation-expert/manifest

## Capabilities

- Assesses product potential using describability, deliverability, repeatability, usability, and stability.
- Identifies internal, industry, and buyer-driven scenarios for available data resources.
- Creates quantified value hypotheses and seven-element product designs.
- Plans MVP creation and validation with one to three seed customers.
- Produces pricing guidance, launch materials, quality checks, and iteration roadmaps.

## Use Cases

- Prioritize Data Opportunities: Evaluate available datasets and rank product opportunities by buyer pain, feasibility, and measurable value.
- Design a Validatable MVP: Define product specifications, sample outputs, validation questions, and success criteria before major development.
- Prepare a Product Launch: Develop positioning, pricing logic, product documentation, quality checks, and listing preparation.

## Prompt Templates

### Assess One Dataset

```
Assess [dataset] using the five productization questions. Identify missing evidence and recommend the next practical step.
```

### Discover Buyer Scenarios

```
Find three product scenarios for [data resource] in [industry]. Rank them by buyer pain, measurable value, feasibility, and repeatability.
```

### Design and Validate an MVP

```
Design a seven-element data product for [scenario]. Define its MVP, seed-customer plan, validation questions, success metrics, and decision thresholds.
```

### Build an Incubation Roadmap

```
Create a phased incubation roadmap for [portfolio]. Include prioritization, value hypotheses, product specifications, governance gates, pricing evidence, launch dependencies, and iteration decisions.
```

## Limitations

- It cannot verify demand without interviews, usage evidence, or payment signals from real customers.
- Pricing ranges require current cost, market, and buyer-value evidence.
- It does not replace legal, regulatory, privacy, or licensed professional review.
- External policies and exchange listing rules may change after the knowledge base date.

## Best Practices

- Start with verified buyer problems, then match available data to those problems.
- Use measured behavior and payment signals instead of favorable interview comments.
- Treat data rights, privacy, quality, and repeatable delivery as launch gates.

## Anti Patterns

- Do not build a complete product before testing a focused MVP.
- Do not claim financial value without evidence, assumptions, and measurement methods.
- Do not sell internally collected data before reviewing rights and compliance.

## Security Audit

- Audited at: 2026-09-27T03:01:15.274\+00:00
- Summary: All twelve static findings are false positives caused by documentation examples, Markdown formatting, public website references, or Chinese-language text. No executable payload, network request, hidden-file access, prompt injection, or malicious intent was found.

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