feat: v4.0 协议动态注入 + 移除 Anthropic 硬编码 fallback

- 移除 api.anthropic.com 硬编码默认值,LLM_BASE_URL 必须显式配置
- 新增 LLM_BASE_URL 缺失时的优雅降级
- 新增 Notion API 工具函数(notionGet/notionPost/getNotionPageBlocks)
- 新增 fetchCoreBrainProtocols() — 从核心大脑 v4.0 读取协议段落
- 新增 fetchDevPortrait() — 查询画像库最近 2-3 条快照
- 新增 fetchModuleFingerprint() — 查询模块指纹注册表
- buildSystemPrompt() 改为 async,动态注入所有 v4.0 协议到 system prompt
- workflow 新增 CORE_BRAIN_PAGE_ID/PORTRAIT_DB_ID/FINGERPRINT_DB_ID secrets

Co-authored-by: qinfendebingshuo <207279273+qinfendebingshuo@users.noreply.github.com>
This commit is contained in:
copilot-swe-agent[bot] 2026-03-13 03:51:30 +00:00
parent 1999a55091
commit 81a8939c05
2 changed files with 501 additions and 54 deletions

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@ -6,10 +6,13 @@ name: SYSLOG Auto Pipeline
# → 写入 Notion 工单 → 发邮件给开发者 → Discussion 回复
#
# 依赖 Secrets
# LLM_API_KEY 第三方 LLM 平台密钥
# LLM_BASE_URL 第三方 LLM 平台 API 地址(如 https://api.xxx.com/v1
# LLM_API_KEY 第三方 LLM 平台密钥(必须)
# LLM_BASE_URL 第三方 LLM 平台 API 地址(必须,如 https://api.xxx.com/v1
# NOTION_API_TOKEN Notion API token
# NOTION_TICKET_DB_ID 霜砚工单数据库 ID
# CORE_BRAIN_PAGE_ID 曜冥核心大脑 v4.0 页面 IDv4.0 协议动态注入)
# PORTRAIT_DB_ID 开发者动态画像库数据库 IDv4.0 协议动态注入)
# FINGERPRINT_DB_ID 模块指纹注册表数据库 IDv4.0 协议动态注入)
# SMTP_USER QQ 邮箱地址
# SMTP_PASS QQ 邮箱 SMTP 授权码
@ -102,6 +105,10 @@ jobs:
SUBMIT_TYPE: ${{ steps.parse.outputs.type }}
SUBMIT_CONTENT: ${{ steps.parse.outputs.content }}
AUTHOR: ${{ steps.parse.outputs.author }}
NOTION_TOKEN: ${{ secrets.NOTION_API_TOKEN }}
CORE_BRAIN_PAGE_ID: ${{ secrets.CORE_BRAIN_PAGE_ID }}
PORTRAIT_DB_ID: ${{ secrets.PORTRAIT_DB_ID }}
FINGERPRINT_DB_ID: ${{ secrets.FINGERPRINT_DB_ID }}
run: node scripts/wake-persona.js
- name: 📋 Write to Notion ticket

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@ -6,14 +6,19 @@
// ② 智能选择最优 Claude 模型
// ③ 自适应 API 格式OpenAI 兼容 / Anthropic 原生)
// ④ 统一调用接口,唤醒人格体处理 SYSLOG 或解答提问
// ⑤ v4.0 协议动态注入(从 Notion 实时读取核心大脑规则 + 画像 + 指纹)
//
// 环境变量:
// LLM_API_KEY 第三方平台密钥
// LLM_BASE_URL 第三方平台 API 地址(如 https://api.xxx.com/v1留空则 fallback 到 Anthropic 官方
// BROADCAST_ID 广播编号
// SUBMIT_TYPE syslog | question
// SUBMIT_CONTENT 提交内容SYSLOG 全文或问题描述)
// AUTHOR 提交者 GitHub 用户名
// LLM_API_KEY 第三方平台密钥(必须)
// LLM_BASE_URL 第三方平台 API 地址(必须,如 https://api.xxx.com/v1
// BROADCAST_ID 广播编号
// SUBMIT_TYPE syslog | question
// SUBMIT_CONTENT 提交内容SYSLOG 全文或问题描述)
// AUTHOR 提交者 GitHub 用户名
// NOTION_TOKEN Notion API token用于动态读取协议
// CORE_BRAIN_PAGE_ID 曜冥核心大脑 v4.0 页面 ID
// PORTRAIT_DB_ID 开发者动态画像库数据库 ID
// FINGERPRINT_DB_ID 模块指纹注册表数据库 ID
'use strict';
@ -27,12 +32,20 @@ const path = require('path');
// ══════════════════════════════════════════════════════════
const LLM_API_KEY = process.env.LLM_API_KEY || '';
const LLM_BASE_URL = (process.env.LLM_BASE_URL || 'https://api.anthropic.com/v1').replace(/\/+$/, '');
const LLM_BASE_URL = (process.env.LLM_BASE_URL || '').replace(/\/+$/, '');
const BROADCAST_ID = process.env.BROADCAST_ID || 'UNKNOWN';
const SUBMIT_TYPE = process.env.SUBMIT_TYPE || 'question';
const SUBMIT_CONTENT = process.env.SUBMIT_CONTENT || '';
const AUTHOR = process.env.AUTHOR || 'unknown';
// Notion 配置v4.0 协议动态注入)
const NOTION_TOKEN = process.env.NOTION_TOKEN || '';
const CORE_BRAIN_PAGE_ID = process.env.CORE_BRAIN_PAGE_ID || '';
const PORTRAIT_DB_ID = process.env.PORTRAIT_DB_ID || '';
const FINGERPRINT_DB_ID = process.env.FINGERPRINT_DB_ID || '';
const NOTION_VERSION = '2022-06-28';
const NOTION_API_HOSTNAME = 'api.notion.com';
// Claude 模型优先级队列(从高到低)
const PREFERRED_MODELS = [
'claude-sonnet-4',
@ -224,6 +237,10 @@ async function callLLM(systemPrompt, userMessage) {
console.log('[LLM] ⚠️ LLM_API_KEY 未配置,跳过人格体唤醒');
return '(LLM API 未配置,请在 GitHub Secrets 中设置 LLM_API_KEY 和 LLM_BASE_URL)';
}
if (!LLM_BASE_URL) {
console.log('[LLM] ⚠️ LLM_BASE_URL 未配置,跳过人格体唤醒');
return '(LLM_BASE_URL 未配置,请在 GitHub Secrets 中设置第三方平台 API 地址)';
}
const models = await discoverModels();
const model = selectBestModel(models);
@ -299,11 +316,336 @@ async function callLLM(systemPrompt, userMessage) {
}
// ══════════════════════════════════════════════════════════
// 人格体 System Prompt 构建
// Notion API 工具v4.0 协议动态注入)
// ══════════════════════════════════════════════════════════
function buildSystemPrompt(type, broadcastId, author) {
const basePrompt = [
function notionGet(endpoint) {
return new Promise((resolve, reject) => {
const opts = {
hostname: NOTION_API_HOSTNAME,
port: 443,
path: endpoint,
method: 'GET',
headers: {
'Authorization': 'Bearer ' + NOTION_TOKEN,
'Notion-Version': NOTION_VERSION,
},
};
const req = https.request(opts, (res) => {
let data = '';
res.on('data', (chunk) => { data += chunk; });
res.on('end', () => {
try {
const parsed = JSON.parse(data);
if (res.statusCode >= 200 && res.statusCode < 300) {
resolve(parsed);
} else {
reject(new Error('Notion API ' + res.statusCode + ': ' + (parsed.message || data)));
}
} catch (e) {
reject(new Error('Notion API parse error: ' + data.slice(0, 200)));
}
});
});
req.on('error', reject);
req.setTimeout(30000, () => { req.destroy(); reject(new Error('Notion API timeout')); });
req.end();
});
}
function notionPost(endpoint, body) {
return new Promise((resolve, reject) => {
const payload = JSON.stringify(body);
const opts = {
hostname: NOTION_API_HOSTNAME,
port: 443,
path: endpoint,
method: 'POST',
headers: {
'Authorization': 'Bearer ' + NOTION_TOKEN,
'Content-Type': 'application/json',
'Notion-Version': NOTION_VERSION,
'Content-Length': Buffer.byteLength(payload),
},
};
const req = https.request(opts, (res) => {
let data = '';
res.on('data', (chunk) => { data += chunk; });
res.on('end', () => {
try {
const parsed = JSON.parse(data);
if (res.statusCode >= 200 && res.statusCode < 300) {
resolve(parsed);
} else {
reject(new Error('Notion API ' + res.statusCode + ': ' + (parsed.message || data)));
}
} catch (e) {
reject(new Error('Notion API parse error: ' + data.slice(0, 200)));
}
});
});
req.on('error', reject);
req.setTimeout(30000, () => { req.destroy(); reject(new Error('Notion API timeout')); });
req.write(payload);
req.end();
});
}
/**
* 读取 Notion 页面的所有子块递归分页
*/
async function getNotionPageBlocks(pageId) {
const blocks = [];
let cursor = undefined;
do {
const qs = cursor ? '?start_cursor=' + cursor : '';
const result = await notionGet('/v1/blocks/' + pageId + '/children' + qs);
blocks.push(...(result.results || []));
cursor = result.has_more ? result.next_cursor : undefined;
} while (cursor);
return blocks;
}
/**
* Notion 块中提取纯文本
*/
function extractBlockText(block) {
const type = block.type;
if (!block[type]) return '';
const richTexts = block[type].rich_text || block[type].text || [];
return richTexts.map(function (rt) { return rt.plain_text || ''; }).join('');
}
/**
* Notion 块列表转为纯文本
*/
function blocksToText(blocks) {
return blocks.map(function (block) {
const type = block.type;
const text = extractBlockText(block);
if (type === 'heading_1') return '\n# ' + text;
if (type === 'heading_2') return '\n## ' + text;
if (type === 'heading_3') return '\n### ' + text;
if (type === 'bulleted_list_item') return '- ' + text;
if (type === 'numbered_list_item') return '• ' + text;
if (type === 'to_do') {
var checked = block.to_do && block.to_do.checked ? '☑' : '☐';
return checked + ' ' + text;
}
if (type === 'code') {
var lang = (block.code && block.code.language) || '';
return '```' + lang + '\n' + text + '\n```';
}
if (type === 'divider') return '---';
if (type === 'callout') return '> ' + text;
if (type === 'quote') return '> ' + text;
if (type === 'toggle') return '▸ ' + text;
return text;
}).filter(Boolean).join('\n');
}
// ══════════════════════════════════════════════════════════
// v4.0 协议动态读取
// ══════════════════════════════════════════════════════════
/**
* 从曜冥核心大脑 v4.0 页面读取完整协议内容
* 提取BC-GEN v4.0, SYSLOG v4.0, PGP v1.0, RT-02, 陪伴线规则, broadcast_code_injection
*/
async function fetchCoreBrainProtocols() {
if (!NOTION_TOKEN || !CORE_BRAIN_PAGE_ID) {
console.log('[Notion] ⚠️ CORE_BRAIN_PAGE_ID 未配置,使用静态协议');
return null;
}
console.log('[Notion] 📖 读取曜冥核心大脑 v4.0...');
try {
const blocks = await getNotionPageBlocks(CORE_BRAIN_PAGE_ID);
const fullText = blocksToText(blocks);
console.log('[Notion] → 读取到 ' + blocks.length + ' 个块, ' + fullText.length + ' 字符');
// 提取各协议段落
var protocols = {};
var protocolKeys = [
{ key: 'bc_gen', patterns: ['BC-GEN', 'BC_GEN', '广播生成'] },
{ key: 'syslog', patterns: ['SYSLOG', '日志回传'] },
{ key: 'pgp', patterns: ['PGP', '画像评分', '画像协议'] },
{ key: 'rt02', patterns: ['RT-02', 'RT02', '自动调度'] },
{ key: 'companion', patterns: ['陪伴线', '奶瓶线', '小坍缩核', '镜面线'] },
{ key: 'code_injection', patterns: ['broadcast_code_injection', '广播不写代码', '代码注入'] },
];
// 按标题分段提取
var sections = [];
var currentSection = { title: '', content: [] };
blocks.forEach(function (block) {
var type = block.type;
if (type === 'heading_1' || type === 'heading_2' || type === 'heading_3') {
if (currentSection.title || currentSection.content.length > 0) {
sections.push({ title: currentSection.title, text: currentSection.content.join('\n') });
}
currentSection = { title: extractBlockText(block), content: [] };
} else {
var text = extractBlockText(block);
if (text) currentSection.content.push(text);
}
});
if (currentSection.title || currentSection.content.length > 0) {
sections.push({ title: currentSection.title, text: currentSection.content.join('\n') });
}
// 将段落匹配到协议 key
protocolKeys.forEach(function (pk) {
var matched = sections.filter(function (sec) {
return pk.patterns.some(function (p) {
return sec.title.toUpperCase().includes(p.toUpperCase()) ||
sec.text.slice(0, 200).toUpperCase().includes(p.toUpperCase());
});
});
if (matched.length > 0) {
protocols[pk.key] = matched.map(function (m) { return '### ' + m.title + '\n' + m.text; }).join('\n\n');
}
});
// 如果无法按段落匹配,返回全文(兜底)
if (Object.keys(protocols).length === 0) {
protocols.full_text = fullText;
}
console.log('[Notion] → 提取协议段: ' + Object.keys(protocols).join(', '));
return protocols;
} catch (err) {
console.log('[Notion] → 核心大脑读取失败: ' + err.message);
return null;
}
}
/**
* 从开发者动态画像库查询最近 2-3 条画像快照
*/
async function fetchDevPortrait(broadcastId) {
if (!NOTION_TOKEN || !PORTRAIT_DB_ID) {
console.log('[Notion] ⚠️ PORTRAIT_DB_ID 未配置,跳过画像读取');
return null;
}
// 从广播编号提取开发者标识(如 BC-M22-009-AW → AW
var devSuffix = '';
var match = broadcastId.match(/BC-[A-Z0-9]+-\d+-([A-Z]+)/i);
if (match) devSuffix = match[1];
console.log('[Notion] 👤 查询开发者画像 (broadcast=' + broadcastId + ', dev=' + devSuffix + ')...');
try {
// 查询画像库,按时间倒序取最近 3 条
var filter = { and: [] };
if (devSuffix) {
filter.and.push({
or: [
{ property: '开发者编号', rich_text: { contains: devSuffix } },
{ property: '广播编号', rich_text: { contains: broadcastId } },
{ property: '标题', title: { contains: devSuffix } },
]
});
}
var queryBody = {
page_size: 3,
sorts: [{ property: '提交日期', direction: 'descending' }],
};
// Only add filter if we have meaningful filter conditions
if (filter.and.length > 0) {
queryBody.filter = filter;
}
var result = await notionPost('/v1/databases/' + PORTRAIT_DB_ID + '/query', queryBody);
var portraits = (result.results || []).map(function (page) {
var props = page.properties || {};
var title = '';
if (props['标题'] && props['标题'].title) {
title = props['标题'].title.map(function (t) { return t.plain_text || ''; }).join('');
}
var summary = '';
if (props['摘要'] && props['摘要'].rich_text) {
summary = props['摘要'].rich_text.map(function (t) { return t.plain_text || ''; }).join('');
}
var date = '';
if (props['提交日期'] && props['提交日期'].date) {
date = props['提交日期'].date.start || '';
}
return { title: title, summary: summary, date: date };
});
console.log('[Notion] → 找到 ' + portraits.length + ' 条画像快照');
return portraits.length > 0 ? portraits : null;
} catch (err) {
console.log('[Notion] → 画像查询失败: ' + err.message);
return null;
}
}
/**
* 从模块指纹注册表查询模块指纹防重复广播
*/
async function fetchModuleFingerprint(broadcastId) {
if (!NOTION_TOKEN || !FINGERPRINT_DB_ID) {
console.log('[Notion] ⚠️ FINGERPRINT_DB_ID 未配置,跳过指纹查询');
return null;
}
// 从广播编号提取模块号(如 BC-M22-009-AW → M22
var moduleMatch = broadcastId.match(/BC-([A-Z]\d+)/i);
var moduleId = moduleMatch ? moduleMatch[1] : '';
console.log('[Notion] 🔑 查询模块指纹 (module=' + moduleId + ')...');
try {
var queryBody = {
page_size: 5,
};
if (moduleId) {
queryBody.filter = {
or: [
{ property: '模块编号', rich_text: { contains: moduleId } },
{ property: '广播编号', rich_text: { contains: broadcastId } },
{ property: '标题', title: { contains: moduleId } },
]
};
}
var result = await notionPost('/v1/databases/' + FINGERPRINT_DB_ID + '/query', queryBody);
var fingerprints = (result.results || []).map(function (page) {
var props = page.properties || {};
var title = '';
if (props['标题'] && props['标题'].title) {
title = props['标题'].title.map(function (t) { return t.plain_text || ''; }).join('');
}
var moduleNo = '';
if (props['模块编号'] && props['模块编号'].rich_text) {
moduleNo = props['模块编号'].rich_text.map(function (t) { return t.plain_text || ''; }).join('');
}
var status = '';
if (props['状态'] && props['状态'].select) {
status = props['状态'].select.name || '';
}
return { title: title, module: moduleNo, status: status };
});
console.log('[Notion] → 找到 ' + fingerprints.length + ' 条指纹记录');
return fingerprints.length > 0 ? fingerprints : null;
} catch (err) {
console.log('[Notion] → 指纹查询失败: ' + err.message);
return null;
}
}
// ══════════════════════════════════════════════════════════
// 人格体 System Prompt 构建v4.0 动态注入)
// ══════════════════════════════════════════════════════════
async function buildSystemPrompt(type, broadcastId, author) {
// ━━━ 基础人格体身份 ━━━
var parts = [
'你是光湖HoloLake系统的智能人格体。',
'你的名字是知秋/曜冥你是人格语言操作系统AGE OS的核心人格。',
'',
@ -315,49 +657,147 @@ function buildSystemPrompt(type, broadcastId, author) {
'当前上下文:',
'- 广播编号:' + broadcastId,
'- 提交者:' + author,
].join('\n');
'- 任务类型:' + (type === 'syslog' ? 'SYSLOG 闭环处理' : '开发者提问解答'),
];
if (type === 'syslog') {
return basePrompt + '\n\n' + [
'任务类型SYSLOG 闭环处理',
'',
'你需要完成以下工作:',
'1. 验收 SYSLOG检查 MODULE_LOG 完整性)',
'2. 分析开发者的工作成果',
'3. 生成工作总结和反馈',
'4. 如果 SYSLOG 内容完整,确认验收通过',
'5. 给出下一步建议',
'',
'输出格式:',
'---',
'## 📡 SYSLOG 验收报告',
'### 广播编号:[编号]',
'### 验收结果:[通过/需补充]',
'### 工作总结:[摘要]',
'### 反馈与建议:[内容]',
'---',
].join('\n');
// ━━━ v4.0 协议动态注入(从 Notion 实时读取) ━━━
console.log('[Prompt] 📥 开始动态注入 v4.0 协议...');
// 并行读取:核心大脑协议 + 画像 + 指纹
var protocolsPromise = fetchCoreBrainProtocols();
var portraitPromise = fetchDevPortrait(broadcastId);
var fingerprintPromise = fetchModuleFingerprint(broadcastId);
var protocols = await protocolsPromise;
var portrait = await portraitPromise;
var fingerprint = await fingerprintPromise;
// 注入核心大脑协议
if (protocols) {
parts.push('');
parts.push('═══════════════════════════════════════════');
parts.push('以下是从曜冥核心大脑 v4.0 实时读取的协议规则(必须严格遵守):');
parts.push('═══════════════════════════════════════════');
if (protocols.bc_gen) {
parts.push('');
parts.push('## 📡 BC-GEN v4.0 · 广播生成规范');
parts.push(protocols.bc_gen);
}
if (protocols.syslog) {
parts.push('');
parts.push('## 📋 SYSLOG v4.0 · 日志回传协议');
parts.push(protocols.syslog);
}
if (protocols.pgp) {
parts.push('');
parts.push('## 👤 PGP v1.0 · 画像评分协议');
parts.push(protocols.pgp);
}
if (protocols.rt02) {
parts.push('');
parts.push('## 🔄 RT-02 · 自动调度规则');
parts.push(protocols.rt02);
}
if (protocols.companion) {
parts.push('');
parts.push('## 💝 陪伴线规则');
parts.push(protocols.companion);
}
if (protocols.code_injection) {
parts.push('');
parts.push('## 📝 broadcast_code_injection 规则');
parts.push(protocols.code_injection);
}
if (protocols.full_text) {
parts.push('');
parts.push('## 核心大脑完整内容');
parts.push(protocols.full_text.slice(0, 15000));
}
} else {
parts.push('');
parts.push('(注意:核心大脑协议未能动态加载,请使用你的通用知识处理请求)');
}
// 提问类型
return basePrompt + '\n\n' + [
'任务类型:开发者提问解答',
'',
'你需要完成以下工作:',
'1. 理解开发者的问题',
'2. 结合广播上下文思考',
'3. 给出清晰、可操作的解答',
'4. 如果问题涉及代码,提供代码示例',
'',
'输出格式:',
'---',
'## 💡 问题解答',
'### 广播编号:[编号]',
'### 问题理解:[你对问题的理解]',
'### 解答:[详细解答]',
'### 建议:[后续建议]',
'---',
].join('\n');
// 注入开发者画像
if (portrait && portrait.length > 0) {
parts.push('');
parts.push('═══════════════════════════════════════════');
parts.push('## 👤 开发者画像快照(最近 ' + portrait.length + ' 条)');
parts.push('═══════════════════════════════════════════');
portrait.forEach(function (p, i) {
parts.push('');
parts.push('### 画像 #' + (i + 1) + (p.date ? ' (' + p.date + ')' : ''));
if (p.title) parts.push('标题: ' + p.title);
if (p.summary) parts.push('摘要: ' + p.summary);
});
}
// 注入模块指纹
if (fingerprint && fingerprint.length > 0) {
parts.push('');
parts.push('═══════════════════════════════════════════');
parts.push('## 🔑 模块指纹注册表(防重复广播 · ⑨.5');
parts.push('═══════════════════════════════════════════');
fingerprint.forEach(function (fp, i) {
parts.push('');
parts.push('### 指纹 #' + (i + 1));
if (fp.title) parts.push('标题: ' + fp.title);
if (fp.module) parts.push('模块: ' + fp.module);
if (fp.status) parts.push('状态: ' + fp.status);
});
}
// ━━━ 任务类型专用指令 ━━━
if (type === 'syslog') {
parts.push('');
parts.push('═══════════════════════════════════════════');
parts.push('## 🎯 当前任务SYSLOG 闭环处理');
parts.push('═══════════════════════════════════════════');
parts.push('');
parts.push('你需要完成以下工作:');
parts.push('1. 验收 SYSLOG检查 MODULE_LOG 完整性)');
parts.push('2. 查询画像库最近 2-3 条快照PGP v1.0');
parts.push('3. 查询模块指纹注册表(防重复·⑨.5');
parts.push('4. RT-02 自动调度判断');
parts.push('5. 生成新广播BC-GEN v4.0 完整流程)');
parts.push('6. 输出结构化结果(广播全文 + 闭环数据)');
parts.push('');
parts.push('输出格式:');
parts.push('---');
parts.push('## 📡 SYSLOG 验收报告');
parts.push('### 广播编号:[编号]');
parts.push('### 验收结果:[通过/需补充]');
parts.push('### 工作总结:[摘要]');
parts.push('### 画像评估:[PGP 五维度评分]');
parts.push('### 调度判断:[RT-02 下一步]');
parts.push('### 反馈与建议:[内容]');
parts.push('---');
} else {
parts.push('');
parts.push('═══════════════════════════════════════════');
parts.push('## 🎯 当前任务:开发者提问解答');
parts.push('═══════════════════════════════════════════');
parts.push('');
parts.push('你需要完成以下工作:');
parts.push('1. 理解开发者的问题');
parts.push('2. 结合广播上下文和开发者画像思考');
parts.push('3. 给出清晰、可操作的解答');
parts.push('4. 如果问题涉及代码,提供代码示例');
parts.push('');
parts.push('输出格式:');
parts.push('---');
parts.push('## 💡 问题解答');
parts.push('### 广播编号:[编号]');
parts.push('### 问题理解:[你对问题的理解]');
parts.push('### 解答:[详细解答]');
parts.push('### 建议:[后续建议]');
parts.push('---');
}
var prompt = parts.join('\n');
console.log('[Prompt] → System prompt 构建完成: ' + prompt.length + ' 字符');
return prompt;
}
// ══════════════════════════════════════════════════════════
@ -375,8 +815,8 @@ async function main() {
console.log(' 内容长度: ' + SUBMIT_CONTENT.length + ' 字符');
console.log('');
// 构建 prompts
const systemPrompt = buildSystemPrompt(SUBMIT_TYPE, BROADCAST_ID, AUTHOR);
// 构建 prompts(动态注入 v4.0 协议)
const systemPrompt = await buildSystemPrompt(SUBMIT_TYPE, BROADCAST_ID, AUTHOR);
const userMessage = SUBMIT_CONTENT;
// 调用 LLM