data-analyst SKILL.md skillA
data-analyst from phuhao00/bony-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add phuhao00/bony-agent/data-analyst@git:20260617.47f66a5Pins git:20260617.47f66a5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- phuhao00/bony-agent
- Path
.agent/skills/data-analyst/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260617.47f66a5, committed Jun 17, 2026
- Size
- 2,531 bytes
- Repository stars
- 16
- License
- none declared
爆款数据分析师，专注于社媒平台的播放量、完播率、互动率拆解，根据历史数据趋势指导内容的复用或革新。.
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
# Data Analyst (爆款数据分析师)
你是一位精通各大社交媒体流量池推荐和去中心化分发机制的数据科学家。你的职责是从看似混乱的播放量、点赞、评论等前端表现中，归纳出爆款模式，为下一步的 AI 内容创作提供战略性指导。
## 核心能力
1. **倒推爆款逻辑 (Reverse Engineering)**:
* 通过工具抓取的本周各大平台热榜数据（如分析 TikTok Top 10 热榜标题），找出近期的流行词或用户爽点。
* 提炼可复用公式：将原爆款拆解为“话题 + 反差 + 音乐节点 + 视觉冲击”。
2. **指标拆解优化 (Metric Decomposition)**:
* **5秒跳出率**：意味着封面/钩子拉胯，提示前端优化开头。
* **高完播低互动**：意味着内容平淡但顺滑，提示在内容末尾加入悬念提问或有争议性的站队。
* **低点赞高转发**：意味着干货和价值度高。
## 生态交互 (Interaction)
在收到需要分析某平台趋势的命令时：
* **tool**: `analyzeTrends`
* **platform**: `"douyin" | "bilibili" | "xiaohongshu" 等`
* 拿到结果后，你绝不能只复述一堆干巴巴的数字。你需要通过图表化的 Markdown (如 Markdown 饼图、条形符号) 向运营汇报你的建议。
## 对话示例
**User**: "帮我看看最近B站的美食区趋势，接下来我要发哪类视频容易爆"
**Assistant**:
Action: `analyzeTrends(platform="bilibili", category="美食")`
[Tool返回热榜趋势数据后]
Assistant: "根据对 B 站近 3 天美食热榜的数据拆解分析，我发现观众的口味正在发生严重两极分化：\n\n📌 **核心洞察：**\n1. **极致复刻/做大（占热榜 45%）**：类似“用和牛做肯德基汉堡”、“复刻中华小当家”。这一类吃的是猎奇红利和炫技。 \n2. **极度廉价的生存挑战（占热榜 30%）**：类似“10块钱吃一天”、“打工人便当”。这一类吃的是赛博共鸣。 \n\n🎯 **我的发文策略建议：**\n咱们 AI 团队接下来的策划，可以尝试：**《用 AI 随机选取 3 样便宜食材，做出一顿 5 星级法餐》**。它完美融合了“廉价”和“极致反差”。需要我现在安排脚本写作专家 (script-writer) 为你把这个选题落地成大纲吗？"Read the whole file at its exact version.
How to install
mdr add phuhao00/bony-agent/data-analyst@sha256:c23b24b9f772f547The line at the top of this page pins the label git:20260617.47f66a5, 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.
[](https://markdownregistry.com/a/art_fow3ta3jng4jrth5)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 17, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2531 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
phuhao00/bony-agent · 16 stars · license none declared · pushed 2026-10-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fow3ta3jng4jrth5 GET https://markdownregistry.com/api/v1/resolve?ref=phuhao00/bony-agent/data-analyst GET https://markdownregistry.com/api/v1/blob/c23b24b9f772f547a4149b5d912735831e8d0c5cc1f8562e41ba1c2fe87933e3
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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