skill-content-postmortem SKILL.md skillA
skill-content-postmortem from zju-real/easel is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zju-real/easel/skill-content-postmortem@git:20261018.8d08b21Pins git:20261018.8d08b21 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zju-real/easel
- Path
skills/builtin/skill-content-postmortem/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261018.8d08b21, committed Oct 18, 2026
- First version recorded
- Oct 12, 2026
- Size
- 8,149 bytes
- Repository stars
- 4,469
- License
- Apache-2.0
内容复盘与爆款规律提炼。两种模式：(A) 单条复盘 — 分析一条已发布内容为什么爆/扑， 从 Hook、结构、选题、时间、平台适配等维度拆解原因；(B) 规律提炼 — 从多条内容中 提炼爆款共同特征、总结可复制的爆款公式。当用户说"这条为什么火了"、"为什么扑了"、 "复盘"、"分析数据"、"爆款规律"、"总结规律"、"爆款公式"、"内容复盘"、"什么规律"时触发。.
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
# 内容复盘与爆款规律提炼 > 拆解单条内容的成败原因，或从多条内容中提炼可复制的爆款公式。 ## 输入 ### 模式 A — 单条复盘 | 字段 | 必填 | 说明 | |------|------|------| | 内容原文或链接 | 是 | 已发布的帖子全文（标题 + 正文 + 标签） | | 平台 | 是 | 小红书 / 抖音 / 微博 / 知乎 / B站 / 公众号 / X 等 | | 数据指标 | 推荐 | 阅读/播放、点赞、收藏、评论、转发、完播率等 | | 发布时间 | 推荐 | 具体日期和时间 | | 同期对照 | 可选 | 同账号近期其他帖子的平均数据，用于基线比较 | ### 模式 B — 规律提炼 | 字段 | 必填 | 说明 | |------|------|------| | 多条内容数据 | 是 | 至少 5 条内容的标题、正文摘要、平台、核心指标 | | 时间范围 | 推荐 | 数据覆盖的起止时间 | | 筛选标准 | 可选 | 用户定义的"爆"与"扑"的阈值（如收藏 > 500 为爆） | 若用户未提供数据指标，基于内容本身做定性分析，明确标注"无数据支撑，仅为结构性判断"。 ## 输出 ### 模式 A — 单条复盘报告 ```markdown # 内容复盘：[标题摘要] ## 结论速览 - 判定：爆款 / 中等 / 扑街（附判定依据） - 核心成因：一句话总结 ## 多维拆解 ### 1. Hook 分析 - 开头类型（提问 / 冲突 / 数字 / 故事 / 悬念） - 前 3 秒 / 前 2 行吸引力评分（1-10） - 改进建议 ### 2. 内容结构 - 结构类型（总分总 / 递进 / 并列 / 故事弧） - 信息密度与节奏 - 高光点与断裂点 ### 3. 选题评估 - 选题热度（趋势型 / 常青型 / 冷门型） - 受众痛点匹配度 - 差异化角度 ### 4. 平台适配 - 是否符合平台内容偏好 - 格式适配（图文 / 视频 / 长度 / 标签策略） - 分发机制利用程度 ### 5. 时间与节奏 - 发布时间是否为活跃时段 - 是否踩中热点窗口 - 互动节奏（评论区运营） ### 6. 视觉 / 封面（如适用） - 封面吸引力 - 视觉风格与平台调性匹配 ## 改进处方 - 3 条具体可执行的优化建议（按优先级排序） ## 数据备注 - 数据来源与置信度说明 ``` ### 维度评分标尺 `references/postmortem-dimensions.md` 提供 Hook力 / 内容结构 / 信息密度 / 互动引导 / 视觉排版 / 平台适配 六维的 1-10 打分标尺；选题、时间节奏为定性分析维度（不打分）。 | 分数 | 含义 | …
Read the whole file at its exact version.
How to install
mdr add zju-real/easel/skill-content-postmortem@sha256:5831c499d7ed846eThe line at the top of this page pins the label git:20261018.8d08b21, 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_hz43t5hpcrqdmsc6)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 12, 2026 and Oct 18, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.8d08b21 latest | 2026-10-18 | 8d08b21 | 8,149 B | A | view · diff |
| git:20261012.0d53744 | 2026-10-12 | 0d53744 | 8,107 B | A | view |
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 (8149 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
zju-real/easel · 4,469 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hz43t5hpcrqdmsc6 GET https://markdownregistry.com/api/v1/resolve?ref=zju-real/easel/skill-content-postmortem GET https://markdownregistry.com/api/v1/blob/5831c499d7ed846ef7c3a077664ae153e1deb6c4e652c5f42b1027a84272e677
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.