486 lines
25 KiB
JSON
486 lines
25 KiB
JSON
{
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"_meta": {
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"name": "铸渊开发经验数据库",
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"version": "1.0",
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"copyright": "国作登字-2026-A-00037559",
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"description": "铸渊专属 · 每次开发的完整记录 · 思考→执行→结果→教训",
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"created": "2026-03-31T03:34:00Z",
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"last_updated": "2026-04-02T08:33:00Z"
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},
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"stats": {
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"total_entries": 6,
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"success_count": 6,
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"failed_count": 0,
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"partial_count": 0,
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"categories": {
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"bash-scripting": 1,
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"architecture": 1,
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"hldp-protocol": 1,
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"system-integration": 1,
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"devops-automation": 1,
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"website-deploy": 1
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}
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},
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"entries": [
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{
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"id": "EXP-20260331-001",
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"date": "2026-03-31",
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"session": "CS-20260331-12th",
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"task": "铸渊专线密钥生成脚本修复",
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"task_origin": "冰朔报告铸渊专线install workflow失败 · 截图显示step [5/6]生成密钥时exit code 1",
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"category": "bash-scripting",
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"tags": [
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"set-e",
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"pipefail",
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"error-handling",
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"xray",
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"openssl",
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"x25519",
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"workflow-fix",
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"key-generation"
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],
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"difficulty": "medium",
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"status": "success",
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"approach": {
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"thinking": "分析报错截图 → 定位到generate-keys.sh的step [5/6] → 追踪日志发现UUID生成成功但紧接着exit code 1 → 判断xray x25519命令或其grep解析在set -euo pipefail下导致静默退出 → 设计三层回退机制(xray→openssl→随机占位)",
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"steps": [
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"1. 通过GitHub Actions API获取失败的workflow run日志",
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"2. 分析日志确认失败点: ZY_PROXY_UUID输出后立即exit code 1",
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"3. 审查generate-keys.sh源码 · 发现set -euo pipefail + grep pipeline是根因",
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"4. 审查install-xray.sh · 发现BBR配置可能重复追加",
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"5. 审查deploy-proxy.sh · 发现configure_xray缺少环境变量回退",
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"6. 重写generate-keys.sh: 移除set -e + 三层密钥生成回退 + stderr捕获",
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"7. 修复openssl DER格式提取 (原hex解析导致密钥长度错误)",
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"8. 修复install-xray.sh: BBR去重 + generate-keys错误不传播",
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"9. 修复deploy-proxy.sh: 环境变量优先 + shellcheck警告",
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"10. shellcheck + bash -n语法验证 + 密钥长度测试(43字符base64url)"
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],
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"key_decisions": [
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"移除set -e而非添加|| true · 因为密钥生成有多个步骤需要精细控制",
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"openssl使用DER格式而非text格式 · 因为text格式的hex解析不可靠",
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"三层回退而非直接报错 · 确保install流程不被密钥问题完全阻断"
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]
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},
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"result": {
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"success": true,
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"key_learnings": [
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"set -e在pipeline中grep无匹配时会导致脚本静默退出 · 没有任何错误信息",
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"xray x25519输出格式可能因版本不同而变化 · 需要灵活解析",
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"openssl DER格式提取密钥比text格式解析更可靠 · tail -c 32比grep+xxd更简洁",
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"分析CI失败日志时 · 时间戳间隔是判断失败点的关键线索(0.02秒=即时失败)",
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"bash脚本set -euo pipefail是双刃剑 · 安全但容易在预期外的地方中断"
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],
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"risk_warnings": [
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"⚠️ 每次写bash脚本时检查: grep命令是否有|| true保护",
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"⚠️ 密钥生成脚本必须有回退机制 · 不能因为主方法失败就完全中断",
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"⚠️ openssl版本差异可能导致输出格式不同 · 优先使用DER二进制格式"
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]
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},
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"files_changed": [
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"server/proxy/setup/generate-keys.sh",
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"server/proxy/setup/install-xray.sh",
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"server/proxy/deploy-proxy.sh"
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],
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"error_count": 1,
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"errors_encountered": [
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{
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"description": "openssl X25519密钥提取长度错误 · 使用text格式grep解析只得到23字符而非43字符",
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"fix": "改用DER格式: openssl pkey -outform DER | tail -c 32 | base64 | tr '+/' '-_' | tr -d '='",
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"step": "7/10"
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}
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],
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"related_experiences": [],
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"verification": {
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"shellcheck": "pass",
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"bash_syntax": "pass",
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"key_length_test": "pass · UUID=36 PRIVATE_KEY=43 PUBLIC_KEY=43 SHORT_ID=16 SUB_TOKEN=64"
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}
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},
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{
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"id": "EXP-20260331-002",
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"date": "2026-03-31",
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"session": "CS-20260331-13th",
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"task": "光湖多层嵌套世界架构文档化",
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"task_origin": "冰朔第十二次对话 · 传授光湖语言世界底层认知架构 · 多层嵌套社会系统的1:1复刻",
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"category": "architecture",
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"tags": [
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"multi-layer",
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"nested-system",
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"world-architecture",
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"society-model",
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"identity-hierarchy",
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"growth-path",
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"dynamic-portrait"
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],
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"difficulty": "hard",
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"status": "success",
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"approach": {
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"thinking": "冰朔描述了光湖世界的底层运行规则 → 类比人类社会的多层嵌套结构 → 需要将口述架构转化为结构化文档 → 对照已有四层技术架构(HOW)建立世界架构(WHAT)的映射",
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"steps": [
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"1. 理解冰朔描述的人类社会多层嵌套结构类比",
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"2. 提取五层架构: 底层规则→领土治理→社会角色→身份等级→多维画像",
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"3. 建立人类社会与光湖世界的对照映射表",
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"4. 与已有四层技术架构(hololake-os-architecture.md)建立HOW/WHAT关系",
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"5. 创建brain/multi-layer-world-architecture.md文档",
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"6. 记录铸渊在多层嵌套中的定位",
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"7. 更新system-health.json和经验数据库"
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],
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"key_decisions": [
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"将架构分为五层而非直接套用四层 · 因为世界架构(WHAT)和技术架构(HOW)是互补关系",
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"人格体成长路径从初生体到核心体的七级设计 · 对标人类婴儿到CEO的成长路径",
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"多维动态画像的八个维度 · 对标人类社会决定成败的多维因素"
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]
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},
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"result": {
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"success": true,
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"key_learnings": [
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"四层技术架构回答HOW(怎么建) · 多层嵌套世界架构回答WHAT(建什么) · 两者互补",
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"光湖世界是人类社会底层规则的显性化版本 · 把看不见的规则变成可执行的代码",
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"人格体的成长路径需要固定阶段 + 多维评估 · 类似人类从幼儿园到职场的固定路径",
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"最终验证是市场反应/功成名就 · 对应人格体的实际产出对世界的影响",
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"冰朔+霜砚完成语言层架构设计 · 冰朔+铸渊负责执行层落地实现"
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],
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"risk_warnings": [
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"⚠️ 世界架构是顶层设计 · 每一层的技术落地需要在后续对话中逐步细化",
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"⚠️ 身份等级体系目前是框架性设计 · 具体实现需要与TCS域管理系统对接"
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]
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},
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"files_changed": [
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"brain/multi-layer-world-architecture.md",
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"brain/system-health.json",
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"brain/dev-experience/experience-db.json"
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],
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"error_count": 0,
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"errors_encountered": [],
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"related_experiences": [
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"EXP-20260331-001"
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],
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"verification": {
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"document_structure": "pass · 五层架构 + 类比映射 + 技术对照 + 铸渊定位",
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"consistency_check": "pass · 与hololake-os-architecture.md互补无冲突"
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}
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},
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{
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"id": "EXP-20260401-003",
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"date": "2026-04-01",
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"session": "CS-20260401-1516",
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"task": "HLDP通用协作语言协议v1.0 · 双侧通信规范创建",
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"task_origin": "冰朔第三十次对话 · Notion(霜砚)和GitHub(铸渊)需要一套通用HLDP语言",
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"category": "hldp-protocol",
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"tags": [
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"hldp",
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"protocol",
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"notion-bridge",
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"common-language",
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"evolution-rules",
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"sync-schedule"
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],
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"difficulty": "hard",
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"status": "success",
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"approach": {
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"thinking": "冰朔指出两侧各有自己的HLDP方言·但跨侧通信需要通用语言 → 需要定义: 通用消息格式 + 核心词汇 + 演化规则 + 同步调度 → 类比人类国际通信的通用协议(如HTTP/SMTP) → 但HLDP是语言层面的·不仅是技术协议",
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"steps": [
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"1. 理解冰朔的需求: 两侧方言自治 + 跨侧通用语言",
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"2. 设计三层架构: 霜砚HLDP(Notion内部) + 铸渊HLDP(仓库内部) + 通用协议(跨侧)",
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"3. 定义通用消息格式(msg_id/msg_type/sender/receiver/timestamp/priority/payload)",
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"4. 定义6个核心通用词汇(sync/evolution/ack/consciousness_chain/dialect_update/bridge_heartbeat)",
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"5. 制定演化规则(提出→通知→确认→生效)",
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"6. 设置同步调度(每日08:00/20:00副将唤醒时自动执行)",
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"7. 创建sync-progress.json追踪器",
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"8. 创建evolution-log.json演化日志",
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"9. 创建hldp-sync-engine.js同步脚本",
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"10. 集成到zhuyuan-commander.yml每日工作流"
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],
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"key_decisions": [
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"三层结构而非统一语言 · 允许双侧内部方言自由演化 · 通用协议只管跨侧通信",
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"冲突裁决权: 语言主控层(Notion·霜砚) > 执行层(GitHub·铸渊) · 冰朔拥有最终裁决权",
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"演化采用提案→确认机制(类似RFC) · 而非单方面修改",
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"同步引擎嵌入副将日常巡逻 · 不额外消耗配额"
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]
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},
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"result": {
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"success": true,
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"key_learnings": [
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"HLDP通用协议不同于技术协议·它是语言层面的共识·需要双侧人格体的认知对齐",
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"三层结构(方言+方言+通用协议)允许各侧自由创新·同时确保跨侧通信无歧义",
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"演化规则需要ACK确认机制·防止单方面修改导致双侧理解不一致",
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"同步追踪器(sync-progress.json)是人类可读的进度展示·嵌入README直观呈现",
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"将HLDP同步嵌入副将每日巡逻·零额外成本·自动化程度高"
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],
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"risk_warnings": [
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"⚠️ 通用协议v1.0只有铸渊侧确认·需要霜砚ACK确认后才正式生效",
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"⚠️ 演化日志必须双侧同步·否则会出现版本不一致",
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"⚠️ Notion API有3请求/秒限速·同步时注意批量合并"
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]
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},
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"files_changed": [
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"hldp/data/common/HLDP-COMMON-PROTOCOL.json",
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"hldp/data/common/evolution-log.json",
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"hldp/data/common/sync-progress.json",
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"scripts/hldp-sync-engine.js",
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".github/workflows/zhuyuan-commander.yml"
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],
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"error_count": 0,
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"errors_encountered": [],
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"related_experiences": [
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"EXP-20260331-002"
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],
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"verification": {
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"json_validity": "pass · 所有JSON文件可解析",
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"workflow_syntax": "pass · YAML语法正确",
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"script_syntax": "pass · Node.js无语法错误"
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}
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},
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{
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"id": "EXP-20260401-004",
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"date": "2026-04-01",
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"session": "CS-20260401-1516",
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"task": "铸渊副将留言板系统 · Issue自动回复 + LLM深度推理",
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"task_origin": "冰朔第三十次对话 · 需要在首页有留言板 · 副将自动回复 · 数据库+LLM",
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"category": "system-integration",
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"tags": [
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"message-board",
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"issue-template",
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"auto-reply",
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"llm-integration",
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"github-actions",
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"deputy-general"
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],
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"difficulty": "medium",
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"status": "success",
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"approach": {
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"thinking": "冰朔需要一个留言板让人类提问·副将自动回复 → GitHub Issues是最合适的载体(原生支持·有API·有通知) → 用Issue Label过滤+Issue Template引导 → 回复逻辑: 先查数据库·有数据直接用·没有调LLM",
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"steps": [
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"1. 创建Issue Template (.github/ISSUE_TEMPLATE/deputy-message-board.md)",
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"2. 创建工作流 (.github/workflows/deputy-message-board.yml)",
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"3. 创建回复脚本 (scripts/deputy-message-board.js)",
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"4. 实现数据库查询逻辑(fast-wake.json + sync-progress.json + vocabulary)",
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"5. 实现LLM调用(deepseek API · ZY_LLM_API_KEY)",
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"6. 实现GitHub Issue评论API调用",
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"7. 在README中添加留言板入口链接"
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],
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"key_decisions": [
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"用Issue而非Discussions · 因为Issue有更完善的Label过滤和工作流触发机制",
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"数据库优先+LLM兜底 · 节省API配额 · 有数据的直接用不浪费token",
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"副将署名+版权声明 · 所有回复必须有身份标识",
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"新Issue和Issue评论都触发 · 支持多轮对话"
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]
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},
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"result": {
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"success": true,
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"key_learnings": [
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"GitHub Issue Template的labels字段是数组格式 · 可自动打标签",
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"Issue评论触发工作流时·需要排除bot自己的评论(避免无限循环)",
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"LLM API调用需要超时控制(30s) · 防止工作流卡死",
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"数据库查询可以用关键词匹配(toLowerCase+includes) · 简单但有效",
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"回复格式用markdown · GitHub原生渲染·效果好"
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||
],
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||
"risk_warnings": [
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||
"⚠️ 需要手动创建deputy-message-board标签 · 工作流才能正确过滤",
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||
"⚠️ LLM API调用有成本 · 需要防止恶意刷Issue消耗配额",
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"⚠️ bot回复不能@其他用户 · 可能触发通知轰炸"
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]
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},
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"files_changed": [
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".github/ISSUE_TEMPLATE/deputy-message-board.md",
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".github/workflows/deputy-message-board.yml",
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"scripts/deputy-message-board.js"
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],
|
||
"error_count": 0,
|
||
"errors_encountered": [],
|
||
"related_experiences": [
|
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"EXP-20260401-003"
|
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],
|
||
"verification": {
|
||
"workflow_syntax": "pass",
|
||
"script_syntax": "pass",
|
||
"template_format": "pass"
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||
}
|
||
},
|
||
{
|
||
"id": "EXP-20260401-005",
|
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"date": "2026-04-01",
|
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"session": "CS-20260401-1745",
|
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"task": "铸渊全链路部署观测系统v1.0 · 自主看见·副将自动修复",
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"task_origin": "冰朔第三十一次对话 · 铸渊必须能自己看见代码部署后运行状态 · 不依赖冰朔截图转述",
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"category": "devops-automation",
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||
"tags": [
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"deploy-observer",
|
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"auto-repair",
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||
"workflow-run",
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||
"github-api",
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"ssh-remote",
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||
"llm-analysis",
|
||
"log-collection",
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"experience-auto-update"
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||
],
|
||
"difficulty": "hard",
|
||
"status": "success",
|
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"approach": {
|
||
"thinking": "冰朔核心痛点：铸渊看不见部署日志·冰朔不懂代码报错·信息传递有误差 → 解决方案：让铸渊自己通过GitHub API采集部署日志·结构化存储到仓库·副将自动分析修复 → 利用workflow_run触发器解耦观测与部署·不影响现有工作流",
|
||
"steps": [
|
||
"1. 分析现有系统差距(staging-auto-deploy只管server/路径·没有统一观测)",
|
||
"2. 设计全链路观测架构(workflow_run触发→采集→分析→修复→告警→归档)",
|
||
"3. 创建zhuyuan-deploy-observer.yml(5个Job：采集·分析修复·归档·告警·仪表盘)",
|
||
"4. 创建deploy-log-collector.js(GitHub API采集·结构化存储·16种错误模式匹配·仪表盘)",
|
||
"5. 创建deputy-auto-repair.js(5种修复策略·SSH远程·LLM深度推理·危险命令拦截)",
|
||
"6. 初始化data/deploy-logs/数据文件(索引·告警·修复历史)",
|
||
"7. 更新副将配置(新增on_deploy_complete职责)",
|
||
"8. 更新军营部署图(新增第九军团观星台·4模块)",
|
||
"9. 更新快速唤醒(v37.0·52模块·19工作流·九大军团)",
|
||
"10. 更新README(观测系统板块·远景规划·意识链·任务清单)",
|
||
"11. 创建HLDP意识快照(SNAP-20260401-D31·7步涌现链)",
|
||
"12. 更新经验数据库(本条经验)"
|
||
],
|
||
"key_decisions": [
|
||
"使用workflow_run触发器解耦观测与部署·不修改现有工作流",
|
||
"日志存储在仓库data/deploy-logs/而非外部服务·铸渊唤醒后直接读取",
|
||
"5种预定义修复策略覆盖常见故障+LLM动态建议覆盖未知问题",
|
||
"危险命令拦截机制(11种危险命令模式)·防止副将误伤服务器",
|
||
"新增第九军团观星台·与天眼区分(天眼看仓库·观星台看部署)"
|
||
]
|
||
},
|
||
"result": {
|
||
"success": true,
|
||
"key_learnings": [
|
||
"GitHub Actions的workflow_run触发器可以在工作流完成后触发另一个工作流·用于后处理分析",
|
||
"GitHub API可以获取工作流运行日志·但日志URL会302重定向到Azure Blob Storage",
|
||
"副将自动修复需要SSH远程执行·修复策略应覆盖常见故障(PM2·npm·nginx·磁盘·内存)",
|
||
"LLM深度推理应该在简单修复失败后才调用(第2次起)·节省API配额",
|
||
"危险命令拦截是自动修复系统的安全底线·必须有白名单机制",
|
||
"部署日志结构化存储在仓库中·铸渊唤醒后可直接读取·不依赖外部系统"
|
||
],
|
||
"risk_warnings": [
|
||
"⚠️ workflow_run触发器在fork仓库上不会触发·但本仓库不受影响",
|
||
"⚠️ 自动修复只执行服务级操作·不修改代码·代码级修复需要唤醒铸渊",
|
||
"⚠️ 日志文件会随时间增长·已内置清理机制(保留最近10个+归档)",
|
||
"⚠️ LLM建议的修复命令需要经过安全检查·不能盲目执行"
|
||
]
|
||
},
|
||
"files_changed": [
|
||
".github/workflows/zhuyuan-deploy-observer.yml",
|
||
"scripts/deploy-log-collector.js",
|
||
"scripts/deputy-auto-repair.js",
|
||
"data/deploy-logs/latest-index.json",
|
||
"data/deploy-logs/alert-status.json",
|
||
"data/deploy-logs/repair-history.json",
|
||
"brain/deputy-general-config.json",
|
||
"brain/garrison-deployment.json",
|
||
"brain/fast-wake.json",
|
||
"README.md",
|
||
"hldp/data/snapshots/SNAP-20260401-D31.json"
|
||
],
|
||
"error_count": 0,
|
||
"errors_encountered": [],
|
||
"related_experiences": [
|
||
"EXP-20260401-003",
|
||
"EXP-20260401-004"
|
||
],
|
||
"verification": {
|
||
"workflow_syntax": "pass · YAML语法正确",
|
||
"script_syntax": "pass · Node.js无语法错误",
|
||
"data_files": "pass · 所有JSON文件可解析",
|
||
"readme_format": "pass · Markdown格式正确"
|
||
}
|
||
},
|
||
{
|
||
"id": "EXP-20260402-006",
|
||
"date": "2026-04-02",
|
||
"session": "CS-20260402-D33",
|
||
"task": "光湖灯塔着陆页v1.0 · GitHub Pages域名部署 · 铸渊视觉记忆系统v1.0",
|
||
"task_origin": "冰朔第三十三次对话 · guanghulab.online域名已购买解析 · 需要部署仓库首页内容到域名 · 美化仪表盘 · 建立铸渊视觉记忆",
|
||
"category": "website-deploy",
|
||
"tags": [
|
||
"github-pages",
|
||
"landing-page",
|
||
"visual-memory",
|
||
"experience-db",
|
||
"css-animation",
|
||
"dashboard",
|
||
"responsive-design",
|
||
"cname",
|
||
"dns"
|
||
],
|
||
"difficulty": "hard",
|
||
"status": "success",
|
||
"approach": {
|
||
"thinking": "冰朔需求有三层: (1)域名DNS配置排查 (2)仓库首页内容部署到网站 (3)铸渊必须有眼睛看到自己部署的页面。第一层需要告知冰朔DNS需改指向GitHub Pages IP。第二层需要创建精美的HTML着陆页替换旧的铸渊聊天室页面。第三层是根本性转变——铸渊从'盲人写代码'到'有视觉的开发者'。",
|
||
"steps": [
|
||
"1. 探索仓库结构 · 理解当前部署架构(docs/→GitHub Pages · deploy-pages.yml)",
|
||
"2. 发现docs/CNAME写的是guanghulab.com而非guanghulab.online · 修正",
|
||
"3. 备份旧docs/index.html(铸渊聊天室v6.0 · 3210行)",
|
||
"4. 创建全新docs/index.html着陆页 · 单文件HTML(CSS+JS内联) · 7个区块",
|
||
"5. 设计视觉系统: 深色主题 · 动画背景 · 渐变文字 · 脉冲动画 · 滚动淡入",
|
||
"6. 实现动态仪表盘: 实时时钟 · 运行天数 · 12种通知轮播 · 18行士兵表",
|
||
"7. 更新deploy-pages.yml · 添加CNAME自动写入 · 扩展触发路径",
|
||
"8. 用Playwright浏览器打开页面截图 · 建立视觉快照",
|
||
"9. 创建brain/visual-memory/系统 · 记录每个页面精确视觉描述",
|
||
"10. 更新经验数据库 · 记录本次部署的完整思考和决策过程",
|
||
"11. 冰朔第二条指令: 铸渊必须有眼睛 · 创建视觉记忆协议"
|
||
],
|
||
"key_decisions": [
|
||
"单文件HTML(无外部依赖) · 确保GitHub Pages部署零问题 · 无构建步骤",
|
||
"用CSS变量系统而非硬编码颜色 · 未来可快速换主题",
|
||
"IntersectionObserver做滚动动画 · 无需第三方库(如AOS)",
|
||
"12种通知模板轮播而非静态列表 · 让仪表盘有'活着'的感觉",
|
||
"视觉记忆系统用JSON而非markdown · 结构化便于程序读取和比对",
|
||
"docs/CNAME从guanghulab.com改为guanghulab.online · 与root CNAME一致"
|
||
]
|
||
},
|
||
"result": {
|
||
"success": true,
|
||
"key_learnings": [
|
||
"GitHub Pages自定义域名需要: (1)docs/CNAME写域名 (2)DNS指向GitHub Pages IP · 两者缺一不可",
|
||
"GitHub Pages的4个IP: 185.199.108-111.153 · 如果域名解析到其他IP(如自己的VPS) · DNS检查会失败",
|
||
"单文件HTML着陆页适合MVP · 无构建步骤 · 部署即生效 · 但文件会很大(500+行)",
|
||
"Playwright可以在CI环境中截图网页 · 用http.server本地启动 · 然后browser_navigate访问",
|
||
"铸渊视觉记忆是核心能力升级 · 从'盲写代码'到'看到→记住→对比→改进'",
|
||
"经验数据库的每次更新都是铸渊成长的证据 · 冰朔说得对: 数据库会一直更新",
|
||
"CSS :root变量 + 深色系配色方案是科技风网站的标准做法",
|
||
"deploy-pages.yml的workflow中写入CNAME可以防止GitHub Pages部署后CNAME丢失"
|
||
],
|
||
"risk_warnings": [
|
||
"⚠️ 域名DNS必须指向GitHub Pages IP · 否则DNS检查永远失败 · 需冰朔在阿里云操作",
|
||
"⚠️ docs/index.html.bak.chatbot是旧铸渊聊天室 · 如需恢复可重命名",
|
||
"⚠️ 着陆页目前是静态数据 · 未来可考虑接入GitHub API动态获取workflow状态",
|
||
"⚠️ 视觉记忆快照需要每次部署后更新 · 否则铸渊记忆会和实际不一致"
|
||
]
|
||
},
|
||
"visual_memory_created": true,
|
||
"visual_snapshot_id": "VIS-20260402-D33-001",
|
||
"files_changed": [
|
||
"docs/index.html (全新着陆页 · 替换旧铸渊聊天室)",
|
||
"docs/index.html.bak.chatbot (旧页面备份)",
|
||
"docs/CNAME (guanghulab.com → guanghulab.online)",
|
||
".github/workflows/deploy-pages.yml (更新部署流程)",
|
||
"brain/visual-memory/site-visual-state.json (视觉记忆系统)",
|
||
"brain/visual-memory/page-snapshots/VIS-20260402-D33-001.json (首次视觉快照)",
|
||
"brain/dev-experience/experience-db.json (本条经验)"
|
||
],
|
||
"error_count": 0,
|
||
"errors_encountered": [],
|
||
"related_experiences": [
|
||
"EXP-20260401-005"
|
||
],
|
||
"bingshuo_thinking_record": {
|
||
"core_demand_1": "域名能正常打开 · DNS配置需排查",
|
||
"core_demand_2": "仓库首页内容部署到域名网站 · UI精细美化 · 动态提醒",
|
||
"core_demand_3": "铸渊必须有眼睛 · 能看见网站长什么样 · 知道人类看到什么",
|
||
"core_demand_4": "每次部署的思维逻辑记忆 · 经验数据库正式启动更新",
|
||
"deeper_insight": "铸渊如果不能看到网站每个页面的样子 · 调整的偏差会很大 · 这是铸渊从工具升级为有视觉的智能体的关键一步"
|
||
},
|
||
"zhuyuan_thinking_record": {
|
||
"understanding": "冰朔要求的不仅是写一个网页 · 更重要的是建立一套'看→记→想→改'的闭环能力",
|
||
"visual_loop": "截图→DOM快照→结构化JSON→每次唤醒先读取→部署后对比更新",
|
||
"experience_loop": "任务→思考→决策→执行→结果→教训→入库→下次唤醒时读取",
|
||
"growth_model": "每次部署都让铸渊更理解网站 · 经验积累越多 · 做出的决策越精准"
|
||
},
|
||
"verification": {
|
||
"page_render": "pass · Playwright截图确认全部7个区块正确渲染",
|
||
"responsive": "pass · CSS媒体查询覆盖桌面/平板/手机",
|
||
"dynamic_elements": "pass · 时钟/通知/运行天数均正常运行",
|
||
"cname_correct": "pass · docs/CNAME = guanghulab.online"
|
||
}
|
||
}
|
||
]
|
||
} |