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iFwu / META_INSTRUCTION.md
Created March 10, 2026 09:28
Multi-Agent / Sub-Agent 元指令写作指南

作者:iFwu

概念澄清

Multi-Agent 是指多个 LLM Agent 协作完成任务的系统架构,已是业界成熟概念。Sub-Agent 是其中最常见的模式:一个 Agent 启动并指导另一个 Agent 执行子任务。

现有讨论主要集中在运行时的协作模式(编排、路由、并行执行等),但很少涉及 AI 编写指令时的问题:当一个 Agent 需要为另一个 Agent 编写指令时,如何避免角色混淆和视角串位。

元指令:指导 Agent 如何编写给另一个 Agent 执行的指令。

@iFwu
iFwu / gist:521d6eb75b77d766bcadb30003246a32
Created July 29, 2025 17:04
Karabiner-Elements Configuration Examples
{
"profiles": [
{
"name": "custom",
"selected": true,
"virtual_hid_keyboard": {
"caps_lock_delay_milliseconds": 300,
"keyboard_type": "ansi"
},
"complex_modifications": {

Keybase proof

I hereby claim:

  • I am ifwu on github.
  • I am nicesprite (https://keybase.io/nicesprite) on keybase.
  • I have a public key ASBg0axWWnoiputR8Aohw7w3aDMyPE3cRJlKBiMc5SfEPQo

To claim this, I am signing this object:

import {Number} from "ts-toolbelt"
type Even_<a extends string> = {
0: true,
1: false,
2: Even_<Number.Minus<a, "2">>
}[a extends "0" ? 0 : a extends "1" ? 1 : 2]
type Even<a extends number> = a extends unknown ? Even_<Number.NumberOf<a>> : never
type AssertEven<a extends any[]> = Even<a["length"]> extends true ? a : unknown
@iFwu
iFwu / machine.js
Last active August 17, 2020 09:06
Generated by XState Viz: https://xstate.js.org/viz
const transTo = (target) => ({
target,
actions: sendParent({ type: 'TODO_STATUS_UPDATE', value: target }),
});
const todoStatusMachine = Machine({
id: 'TodoStatus',
states: {
Active: {
on: {
@iFwu
iFwu / machine.js
Last active August 16, 2020 15:13
Generated by XState Viz: https://xstate.js.org/viz
// Available variables:
// - Machine
// - interpret
// - assign
// - send
// - sendParent
// - spawn
// - raise
// - actions
Todo&
State
Active*
Completed
@iFwu
iFwu / SketchSystems.spec
Last active August 16, 2020 08:40
Todos&
Todos&
Filter State
all -> Filter All
active -> Filter Active
completed -> Filter Completed
Filter All*
Filter Active
Filter Completed
@iFwu
iFwu / Hi.jpg
Last active August 7, 2020 07:50 — forked from ryanlucas/Hi.jpg
Image Prototype Demo
Hi.jpg
@iFwu
iFwu / findJandanArticle.js
Last active May 21, 2019 11:46
从煎蛋标题找到文章链接的阿里云函数计算服务
const { promisifyAll, promisify } = require('bluebird');
const request = promisify(require('request'));
promisifyAll(request, { multiArgs: true });
const cheerio = require('cheerio');
module.exports.handler = async function(req, resp, context) {
const articleTitle = req.queries.articleTitle;
console.log(articleTitle);
const commentId = req.queries.commentId;
const commentAnchor = commentId ? `#comment-${commentId}` : '';