fan-out SKILL.md skillA
fan-out from suge8/friedbun is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add suge8/friedbun/fan-out@git:20261008.3911d61Pins git:20261008.3911d61 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- suge8/friedbun
- Path
skills/development/fan-out/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261008.3911d61, committed Oct 8, 2026
- Size
- 1,630 bytes
- Repository stars
- 12
- License
- MIT
调研、审计、设计探索拆给子代理并行的低中高三档；research、grilling、architecture-audit、better-test 按档引用，用户也可直接点档位。.
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
# 扇出 有子代理工具时用；没有就亲自按同样的切法顺序做。 | 档位 | 何时 | 做法 | |---|---|---| | 低 | 几次检索、读几个文件能答 | 亲自做 | | 中 | 有相互独立、各自要大量搜或读的子问题 | 一个子问题一个子代理，同一波发出；你同时做手上其余部分 | | 高 | 结论影响决策或容易错，或是设计类问题 | 中档之上，关键子问题再派一个不同模型或不同信息源的子代理独立做同一题，两份对照；设计类一次出 3 个以上截然不同的方案 | 用户在请求里点了档位就按用户的；说「仔细」「查清楚」「不留猜测」按高档。 ## 切法与工作说明 - 按互不依赖的子问题或模块切；依赖前一波结果的放下一波。 - 工作说明只给范围（路径、问题）、要交回什么、是否只读；不附你已有的结论，免得带偏。 - 搜索、读日志、找线索派调研员；要判断力的（代码设计、测试判决）派实现角色。 ## 收口 - 子代理交证据不交结论：每条主张附原文引文与来源（URL 或文件路径），没证实的标明。 - 影响决策的主张，你追到一手来源或用另一份结果交叉核对后才采信；两份结果冲突时查原始资料裁决，不取折中。 - 给用户的是核实后的结论，不转述子代理原文。
Read the whole file at its exact version.
How to install
mdr add suge8/friedbun/fan-out@sha256:d63965d76a7dd012The line at the top of this page pins the label git:20261008.3911d61, 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_adfvc3nivdmsicak)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 8, 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 (1630 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
suge8/friedbun · 12 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_adfvc3nivdmsicak GET https://markdownregistry.com/api/v1/resolve?ref=suge8/friedbun/fan-out GET https://markdownregistry.com/api/v1/blob/d63965d76a7dd012e9c7963aa9e223fc7abf45f9c56829d0dff568656bbd6d1e
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.