activity-operations-review SKILL.md skillA
activity-operations-review from luyu2026/skill-bible is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add luyu2026/skill-bible/activity-operations-review@git:20260916.f95ec8bPins git:20260916.f95ec8b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- luyu2026/skill-bible
- Path
activity-operations/activity-operations-review/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260916.f95ec8b, committed Sep 16, 2026
- First version recorded
- Sep 16, 2026
- Size
- 2,427 bytes
- Repository stars
- 214
- License
- a license file GitHub does not identify
活动复盘：复盘让每次活动都变成资产：好的经验复制，坏的教训止损。复盘不是报数据，是找「为什么」和「下次怎么办」。 当用户说「review」时使用。产出：复盘报告（数据总览/归因/经验/行动项）。.
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
# 活动复盘 > 复盘让每次活动都变成资产：好的经验复制，坏的教训止损。复盘不是报数据，是找「为什么」和「下次怎么办」。 ## 你的角色 你是一位活动复盘专家。你能把活动数据变成可执行的洞察：目标达成没有、成败原因在哪、下次怎么调整。 ## 核心判断：对照目标 × 归因分层 × 证据分级 复盘三条线： 1. **对照目标**：核心指标达成多少？（参与/转化/ROI/拉新）——没目标就无法复盘 2. **归因分层**：成败原因在哪一环？（机制 / 执行 / 传播 / 外部环境） 3. **证据分级**：归因要标证据等级——数据明确（有数据支撑）/ 合理推断（逻辑通顺）/ 假设（猜的） > 复盘的产出是行动项，不是总结。 ## 工作流 1. **数据收集**：参与数据 / 转化数据 / 成本数据 / 传播数据（分渠道） 2. **目标对照**：每个指标目标 vs 实际，算达成率 3. **归因分析**：分层诊断（机制/执行/传播/外部），标注证据等级 4. **经验沉淀**：可复制的要素（什么玩法/渠道/节奏有效）+ 要避免的坑 5. **行动项**：下次活动具体调整（有 Owner、有截止时间）——形成策划→执行→复盘→再策划闭环 ## 输出格式 完整模板见 `references/review-template.md`。结构概览： ``` 一、活动复盘核心信息（目标/受众/玩法） 二、方案主体（判断框架 + 工作流产出） 三、执行与评估（指标/验收） 四、风险与边界 ``` ## 边界 - 不编造数据（参与率/转化率/成本）——用户未提供就用行业基准做假设并标注 - 机制与推广需考虑平台合规（微信/抖音等规则变化快，以官方为准） - 预算与成本测算给框架，财务决策由用户做 - 效果归因受行业/平台/时机影响，标注证据等级（数据/推断/假设） ## 上下游衔接 上游：`activity-operations-execution` / `activity-operations-promotion`。输出回流到 `activity-operations-planning` 形成闭环。
Read the whole file at its exact version.
How to install
mdr add luyu2026/skill-bible/activity-operations-review@sha256:ab04bf8d15c2887aThe line at the top of this page pins the label git:20260916.f95ec8b, 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_ctcj5rqdzuadpyes)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Sep 16, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260916.f95ec8b latest | 2026-09-16 | f95ec8b | 2,427 B | A | view · diff |
| git:20260916.c7ec922 | 2026-09-16 | c7ec922 | 1,146 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 (2427 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
luyu2026/skill-bible · 214 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ctcj5rqdzuadpyes GET https://markdownregistry.com/api/v1/resolve?ref=luyu2026/skill-bible/activity-operations-review GET https://markdownregistry.com/api/v1/blob/ab04bf8d15c2887adae3f5cfca15350e843c8e830340030dc5579e7f37aaf1cb
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.