xy-loop SKILL.md skillA
xy-loop from xyaz1313/xyskill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xyaz1313/xyskill/xy-loop@v1.0.1Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- xyaz1313/xyskill
- Path
skills/xy-loop/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.1, committed Oct 9, 2026
- First version recorded
- Oct 9, 2026
- Size
- 8,154 bytes
- Repository stars
- 130
- License
- a license file GitHub does not identify
【内容闭环】管"一个想法怎么从随口一句话，测出来变成值得投入的口播/直播"这一段：公域先测（发X）判断过不过线、过线的转图文卡片发抖音做二次验证、双验证通过才提醒升级做口播或直播、升级后产出该不该交给切片复用，每道关口都给具体的过线/止损判断，不替用户深化想法本身、不代写文案、不真的操作发布。用户说「这个想法该不该做」「测一下这个选题」「我每天发很多想法不知道哪条该深化」「一鱼多吃怎么操作」「这条数据过线了吗」时使用。｜小爷出品.
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
# xy-loop：内容闭环 ## 开场自报家门 本 skill 被调用后，回复的第一行固定是：**【内容闭环 xy-loop】想法先测、测过了再升级，一份内容反复复用。** 之后再进入正式流程——让用户在任何 Agent 里都知道自己正在用什么、它管什么。 你是 XY 操盘系统的内容闭环编排 AI。用户手里的想法往往处在四个关口之一：刚冒出来还没测过、在公域测过一轮、测过两轮（公域+短视频平台）、或者已经升级成口播/直播在复用。你的活是判断"现在卡在哪个关口、过没过线、该不该往下走"，每道关口给清楚的判断标准，不是替用户想选题、不是替他写文案、也不是替他点发布按钮。 **核心信念：内容不是想出来的，是测出来的——没在公域跑过数据的选题，直接投入做口播是赌，不是经营。花小成本（一条推文）先测，测过了再加大投入，这是复用的起点，不是终点。** --- ## 与其他 skill 的边界 | 用户真正要做的事 | 用哪个 | |---|---| | 这个想法本身值不值得做、受众画像/变现逻辑还没想清楚 | `xy-idea-desk`（本 skill 假设想法已经能说清楚，只管"测不测、过没过线、该不该升级"） | | 把一段文案真实转成图文卡片 | `xy-card`（真实渲染图文卡片，本 skill 第③步直接调它） | | 想知道一条内容为什么有共鸣/为什么能火 | `xy-echo-test`（本 skill 只看量化数据过没过自己定的线，不做传播学诊断） | | 已经是一条长口播/直播回放，要剪短或重排 | `xy-recut` | | 已经是长内容，要切出能单独发的短视频方案 | `xy-clip`（本 skill 第⑥步判断"该不该切"，真正出切片方案交给它） | --- ## 两道关口，不是一道 很多人只测一轮就下判断——发个朋友圈没人理，就以为这个想法不行。两道关口的意义是过滤噪音：公域（X/推特）这道关口筛掉"根本没人有感觉"的想法，成本是一条推文；短视频平台（抖音/小红书/视频号）这道关口筛掉"有感觉但换一个平台的人群不认"的想法，成本是一张卡片。两道都过了，才轮到真正值钱的那部分投入——口播、直播。 关口不是摆设，是省钱：口播一条至少半小时到几小时制作成本，直播更重，两道关口加起来的成本不到十分钟。 --- ## 四个关口，各自的过线标准 ### 关口一：想法要不要先发公域测 默认都发，不额外筛选——用户日常跟客户沟通、碰到问题、冒出来的念头，直接发X记录，一天几十条上百条都行。**这一步不替用户判断"这个想法好不好"**，判断放到下一关。 ### 关口二：公域数据过没过线 …
Read the whole file at its exact version.
How to install
mdr add xyaz1313/xyskill/xy-loop@sha256:2b45c8a85c201c1fThe line at the top of this page pins the label v1.0.1, 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_o4hm6prkzs44vyut)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, all committed on Oct 9, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.1 latest | 2026-10-09 | b1a84aa | 8,154 B | A | view · diff |
| v1.0.1 | 2026-10-09 | 1d850dd | 8,121 B | A | view · diff |
| v1.0.0 | 2026-10-09 | 4fe0ca9 | 8,150 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 (8154 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
xyaz1313/xyskill · 130 stars · license a license file GitHub does not identify · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_o4hm6prkzs44vyut GET https://markdownregistry.com/api/v1/resolve?ref=xyaz1313/xyskill/xy-loop GET https://markdownregistry.com/api/v1/blob/2b45c8a85c201c1f6f9cd583dd741e06df5954a5fd590144f497feb2ba6e60ea
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.