fan-out
Skill12 starsChanged 7 days agoMITView on GitHub
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。
8 other projects use a version of this.
Adopted by
Most recently taken up by
- keli-wen/rondotheir own version, first seen Oct 25, 2026
- stjarnstrom/spec-systemtheir own version, first seen Oct 15, 2026
- keli-wen/dev-skillstheir own version, first seen Oct 13, 2026
- me2resh/apexyardtheir own version, first seen Oct 8, 2026
- alexanderpino/skillstheir own version, first seen Sep 15, 2026
- darrenCWJ/agent-skills-scaffoldtheir own version, first seen Aug 9, 2026
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 8
- me2resh/apexyard★ 542same name
- keli-wen/dev-skills★ 12same name
- keli-wen/rondo★ 12same name
- alexanderpino/skills★ 1same name
- darrenCWJ/agent-skills-scaffold★ 0same name
- haliphax-ai/skills★ 0same name
- reaatech/mcp-gateway★ 0same name
- stjarnstrom/spec-system★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository28 other files it gives its agents.
- AGENTS.mdAGENTS.md
- gpt-imageSkill
- postSkill
- promoSkill
- videoSkill
- cuepadSkill
- architecture-auditSkill
- better-testSkill
- project-setupSkill
- prototypeSkill
- prSkill
- shipSkill
- write-swiftSkill
- ui-craftSkill
- ui-picksSkill
- better-browser-useSkill
- better-computer-useSkill
- herdrSkill
- sshSkill
- researchSkill
- session-dataSkill
- web-searchSkill
- grillingSkill
- hillclimbSkill
- retroSkill
- eli5Skill
- writing-for-agentsSkill
- writing-for-humansSkill
The file
Files
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。
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