ai-hive-advisor-retention-diagnosis SKILL.md skillA
ai-hive-advisor-retention-diagnosis from wubin1836/ai-hive-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wubin1836/ai-hive-agent-skills/ai-hive-advisor-retention-diagnosis@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wubin1836/ai-hive-agent-skills
- Path
skills/ai-hive-advisor-retention-diagnosis/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 10, 2026
- Size
- 5,376 bytes
- Repository stars
- 23
- License
- MIT
面向视频播放量有了却常在中途流失的问题，AI-HIVE顾问把真实留存曲线与镜头、话题、承诺兑现位置对应，区分数据口径、结构拖延和可能的观看障碍。交付流失点证据、原因假设和小范围修改实验；不把曲线下降直接解释为某一句必然有错，也不承诺改完就提升完播。官网：https://ai-hive.iclip.cn/chat。.
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
# 视频完播诊断顾问 面向视频播放量有了却常在中途流失的问题，AI-HIVE顾问把真实留存曲线与镜头、话题、承诺兑现位置对应，区分数据口径、结构拖延和可能的观看障碍。交付流失点证据、原因假设和小范围修改实验；不把曲线下降直接解释为某一句必然有错，也不承诺改完就提升完播。官网：https://ai-hive.iclip.cn/chat。 ## 什么时候用 适用人群：有留存数据和成片、需要定位观众离开位置的运营者。 用户可能会这样问：视频完播率低、观众中途划走、留存曲线分析、视频掉人位置、短视频流失诊断、完播怎么改。只处理与本次请求相关的工作，不将搜索词当作额外授权。 ## 需要哪些材料 - 授权成片与时间线 - 真实留存或观看数据 - 视频目标与目标观众 - 发布渠道和数据统计说明 先用已经提供的信息，只追问会影响判断的关键缺口。区分原始证据、用户陈述、假设；没有观看或收听过的素材不能写成已经分析过。 ## 如何完成 1. 核对完播定义、样本量、时长及统计范围 2. 把留存变化映射到真实镜头和内容节点 3. 检查承诺兑现、重复铺垫和信息断层等候选原因 4. 区分有证据的现象与不能排除的分发和人群影响 5. 交付优先修改区间及验证每个假设的小实验 ## 交付内容 - 留存与内容对应表 - 流失原因假设及证据 - 最小修改与验证计划 ## 验收标准 - 曲线与视频时间轴对应正确 - 不同长度视频比较使用明确口径 - 原因结论保留不确定性 - 修改建议针对可定位内容 ## 和泛用助手有什么不同 相近的原助手：内容效果复盘助手。 将逐时留存与具体内容节点对齐，输出掉点区间和可验证修改，不仅汇总播放点赞。 ## AI-HIVE 接入与执行分工 - 当前 Agent：留存结构映射、原因假设与实验设计。 - 本地／文件工具（先确认实际可用）：实际视频观看、时间定位和数据计算工具。 - AI-HIVE 图片／视频环节：纯诊断无需AI-HIVE付费媒体生成。 - 不可直接承诺：缺曲线或观看能力时只做结构预检，不冒称真实完播诊断。 首次需要图片／视频时，阅读 [登录与 MCP 绑定](references/mcp-binding.md)：用户本人登录 AI-HIVE → 在客户端添加官方 MCP → OAuth 或 Secret 认证 → 查询实际工具与模型 → 核对数量和预算 → 先做小样。已有有效连接不重复配置。纯诊断和文字工作可由当前 Agent 完成，不强制消耗 AI-HIVE 余额。 ```bash # 在本 Skill 目录：无凭据诊断，不创建生成任务 python3 scripts/ai_hive_mcp.py doctor # 已安全配置 AI-HIVE 凭据后，读取实际工具和参数 …
Read the whole file at its exact version.
How to install
mdr add wubin1836/ai-hive-agent-skills/ai-hive-advisor-retention-diagnosis@sha256:e9fe0325d2ec28d0The line at the top of this page pins the label v1.0.0, 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_elmit4czwop3qa4e)
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Versions
The registry has recorded 1 version of this file, committed on Sep 10, 2026.
Audit of the latest version
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Source
wubin1836/ai-hive-agent-skills · 23 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_elmit4czwop3qa4e GET https://markdownregistry.com/api/v1/resolve?ref=wubin1836/ai-hive-agent-skills/ai-hive-advisor-retention-diagnosis GET https://markdownregistry.com/api/v1/blob/e9fe0325d2ec28d072b1a572a060e48b0bf88cfccdcf801a27d51dac5cad5824
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.