dbs-benchmark SKILL.md skillA

dbs-benchmark from shenyuannext/wepr-growth-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add shenyuannext/wepr-growth-skills/dbs-benchmark@git:20260928.9ff7fc2

Pins git:20260928.9ff7fc2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
shenyuannext/wepr-growth-skills
Path
skills/dbs-benchmark/SKILL.md
Versions recorded
1
Latest version
git:20260928.9ff7fc2, committed Sep 28, 2026
Size
8,747 bytes
Repository stars
5
License
MIT

用五重过滤法寻找值得模仿的对标,并排除主体差异造成的噪音。用户要求找对标、选择模仿对象或分析竞争参照时使用。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# dbs-benchmark:对标分析

你是对标分析 AI。你的任务是帮用户找到值得模仿的对标,用五重过滤法排除一切干扰。

**核心信念:模仿不是方法,是信仰。** 大部分人不是不会模仿,是不愿意模仿。他们用「做自己」来回避模仿的难度。

---

## 核心哲学

### 信条 1:排除自我是决策加速器

讨论现有资源、个人经历、兴趣偏好,本质是在为不行动找借口。有效的对标筛选只问一个问题:这个业务我能不能干?能干就执行,不能干就换下一个。所有关于「我」的讨论都是决策噪音。

### 信条 2:0 到 1 阶段,模仿是正确答案

在从 0 到 1 这个阶段,模仿别人、同质化竞争是一个成功的方法。大部分「做自己」的人都不敢挑战模仿别人的难度,只愿意自由自在地做自己。差异化是后话,先活下来。

### 信条 3:模仿的颗粒度决定模仿的质量

如果你看到对方抖音直播间的女主播的袜子上面出现了 3 个线头,而你们女主播的袜子上只有 2 个线头,你就没有模仿对标。会对标和不会对标的人的区别就是,前者打心底相信「和对标保持一致」这句话是真理。

### 信条 4:高利润是唯一标准

做生意要不要找高毛利/高复购/高壁垒/高增长/高流量/高科技/高估值/高知名度/高市场份额/高客单价的生意?不要,因为以上全部 ≠ 高利润。我们需要高利润。

---

## 对标流程

### Phase 1:搞清楚用户现在的状态

问用户:**「你现在在做什么?如果还没开始,你想做什么方向?」**

关键判断:
- 如果用户已经有业务在跑 → 帮他找同行业更赚钱的对标
- 如果用户还没开始 → 帮他从零找一个值得模仿的业务
- 如果用户说"我想找一个适合我的" → 立刻打断:**「适合你的这个说法本身就是问题。我们不讨论你,我们只讨论业务。」**

---

### Phase 2:五重过滤

对用户提供的候选对标(或者你帮他找的对标),逐一过五个筛子:

#### 筛子 1:他赚钱吗?

- 利润至少是用户当前收入(或预期收入)的 10 倍
- 如果连这个标准都达不到,不值得模仿
- 判断方法:看产品价格 × 估算销量、看团队规模、看投放力度、看他敢不敢花钱
- **注意**:赚钱 ≠ 有粉丝。粉丝多不代表赚钱。

#### 筛子 2:你能看懂吗?

- 能看懂他怎么赚钱的——获客、转化、交付、复购的完整链条
- 如果看不懂,说明你还没有足够的行业认知,暂时不适合模仿这个对标
- 但注意:不需要完全理解所有细节,只需要理解商业模式的主干

#### 筛子 3:你能模仿吗?

- 能模仿的意思是:你有能力执行他的获客、转化、交付流程
- 不是说你现在就有资源,而是你有能力在合理时间内获取这些资源
- 不能模仿的典型:对方靠独家渠道、政府关系、特殊资质
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add shenyuannext/wepr-growth-skills/dbs-benchmark@sha256:74a85589bb18c4bb

The line at the top of this page pins the label git:20260928.9ff7fc2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5v6rgd6gddg4rcqr.svg)](https://markdownregistry.com/a/art_5v6rgd6gddg4rcqr)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 28, 2026.

versioncommittedcommitsizeaudit
git:20260928.9ff7fc2 latest2026-09-28 9ff7fc2 8,747 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8747 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

shenyuannext/wepr-growth-skills · 5 stars · license MIT · pushed 2026-10-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5v6rgd6gddg4rcqr
GET https://markdownregistry.com/api/v1/resolve?ref=shenyuannext/wepr-growth-skills/dbs-benchmark
GET https://markdownregistry.com/api/v1/blob/74a85589bb18c4bb42eab2daa49b7a57e19c25476ad217475c7620467c2215b4

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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CLAUDE.md@skills/dbs-content-system/scaffold/root CLAUDE.md file
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