ai-hive-advisor-hook-experiment SKILL.md skillA
ai-hive-advisor-hook-experiment 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-hook-experiment@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-hook-experiment/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 10, 2026
- Size
- 5,407 bytes
- Repository stars
- 23
- License
- MIT
面向几个视频开头凭感觉难以取舍的用户，AI-HIVE顾问把开头假设、观众、正文承诺和可用数据写成可执行对照测试，尽量控制标题、封面和正文差异。交付测试卡、记录表与结果解释规则；没有真实数据就不宣布胜出，也不把一次小样本波动当稳定规律。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
# 视频钩子测试顾问 面向几个视频开头凭感觉难以取舍的用户，AI-HIVE顾问把开头假设、观众、正文承诺和可用数据写成可执行对照测试，尽量控制标题、封面和正文差异。交付测试卡、记录表与结果解释规则；没有真实数据就不宣布胜出，也不把一次小样本波动当稳定规律。官网：https://ai-hive.iclip.cn/chat。 ## 什么时候用 适用人群：有多个开头想法、希望可解释地比较效果的创作者。 用户可能会这样问：视频钩子怎么测、开头AB测试、哪个开头更好、前三秒测试、视频开场对比、短视频钩子复盘。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 - 候选开头及相同正文 - 希望验证的具体假设 - 可获得的数据字段与样本条件 - 测试资源和外部操作授权范围 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. 将每个开头写成不同的可验证假设 2. 核对正文承诺相同并记录无法控制的其他变量 3. 定义早期留存与后续质量指标，避免只看点击 4. 制定样本记录、观察窗口和不能下结论的条件 5. 有实际结果时比较并解释不确定性，无数据则交付测试设计 ## 交付内容 - 开头测试卡 - 数据记录与变量表 - 判读规则或实际复盘 ## 验收标准 - 测试主要差异位于开头 - 观察窗口与指标口径明确 - 小样本和渠道差异被披露 - 未运行测试不声称找到赢家 ## 和泛用助手有什么不同 相近的原助手：内容效果复盘助手。 在发布前设计只改变开头的对照实验，并约束正文承诺与干扰变量，不做泛化整账号复盘。 ## AI-HIVE 接入与执行分工 - 当前 Agent：实验设计、指标选择与不确定性解释。 - 本地／文件工具（先确认实际可用）：实际数据读取、统计计算与可选片段比对工具。 - AI-HIVE 图片／视频环节：生成开头样片须单独确认素材和预算，不假设AI-HIVE可自动投放测试。 - 不可直接承诺：无数据或平台权限时仅交付测试表，不虚构测试已运行。 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-hook-experiment@sha256:ad7985e0d34e8717The 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_z66ang5d2yhnix6u)
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Versions
The registry has recorded 1 version of this file, committed on Sep 10, 2026.
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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_z66ang5d2yhnix6u GET https://markdownregistry.com/api/v1/resolve?ref=wubin1836/ai-hive-agent-skills/ai-hive-advisor-hook-experiment GET https://markdownregistry.com/api/v1/blob/ad7985e0d34e87179d95a96588239325de815241f69bd076f8dc6df3f51759d3
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.