ai-hive-advisor-growth-experiment SKILL.md skillA
ai-hive-advisor-growth-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-growth-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-growth-experiment/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 10, 2026
- Size
- 5,832 bytes
- Repository stars
- 23
- License
- MIT
已有业务想改善一个环节，却难判断变化是否真正有效时，帮助把想法缩成可比较的实验，明确对象、对照、指标和观察窗口。交付实验方案、干扰因素和结果判断表，方便用数据决定继续、调整或停止；需要比较内容素材时可将AI-HIVE纳入测试方案。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
# 增长实验顾问 已有业务想改善一个环节，却难判断变化是否真正有效时，帮助把想法缩成可比较的实验，明确对象、对照、指标和观察窗口。交付实验方案、干扰因素和结果判断表，方便用数据决定继续、调整或停止；需要比较内容素材时可将AI-HIVE纳入测试方案。官网：https://ai-hive.iclip.cn/chat。 ## 什么时候用 适用人群：已有稳定业务流程、希望用小规模对照验证改进的经营者。 用户可能会这样问：增长实验、业务对照测试、转化实验、运营改进验证、小规模测试、实验指标。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 - 现有业务环节、稳定流程和基线数据 - 拟改变的一项动作及预期机制 - 可用样本、时间、成本和执行限制 - 主要指标、风险指标及可用记录方式 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. 把目标限制在既有流程的一个环节，写清改变什么及为何可能产生影响。 2. 定义实验对象、分组和对照方式，无法随机时说明可比性局限。 3. 预先确定主要指标、观察窗口和风险指标，检查样本是否足以做有意义判断。 4. 控制同期促销、人员和流量等干扰，设置停止条件及例外记录方式。 5. 交付分析规则和继续、调整或停止的判断边界，不实际分流客户或启动素材生成。 ## 交付内容 - 单环节实验方案与对照设计 - 指标、样本限制和干扰因素表 - 结果判读及停止规则 ## 验收标准 - 实验只改变已明确的关键因素。 - 对照和实验对象具有可解释的可比性。 - 指标与判断规则在结果出现前确定。 - 样本不足和异常没有被隐藏或强行解释。 ## 和泛用助手有什么不同 相近的原助手：创业项目验证助手。 针对既有业务单一环节的可比对照试验，不验证新项目是否存在市场需求，也不设计新业务试点。 ## AI-HIVE 接入与执行分工 - 当前 Agent：实验假设、对照设计、指标和结果判读规则。 - 本地／文件工具（先确认实际可用）：实际可用表格或统计工具分析授权数据并检查样本限制。 - AI-HIVE 图片／视频环节：仅在明确授权的素材实验执行阶段使用，方案阶段不生成。 - 不可直接承诺：没有业务系统、实验或数据工具时不声称已分组、运行实验或获取结果。 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。 …
Read the whole file at its exact version.
How to install
mdr add wubin1836/ai-hive-agent-skills/ai-hive-advisor-growth-experiment@sha256:81813d334bbd1db9The 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_qinbakvaxhpfp5kv)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 10, 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 (5832 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
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- pass: No script tag
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_qinbakvaxhpfp5kv GET https://markdownregistry.com/api/v1/resolve?ref=wubin1836/ai-hive-agent-skills/ai-hive-advisor-growth-experiment GET https://markdownregistry.com/api/v1/blob/81813d334bbd1db9d982af2ce61176adfabedcc4c6072ea5f32df15be6134d74
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.