Merge branch 'master' of https://gitee.com/zzzisfunnyboy/obsidian-notes

# Conflicts:
#	.obsidian/workspace.json
#	1Project/AI工程/agent工作流编排/Hermes编排Agent_Web可观测性方案.md
#	3Resources/AI/Harness Engineering最佳实践_深度解析AgentHamness的底层原理_核心组件和实战应用 学不会我_BV1Hn9UBrEsH_P1_笔记.md
#	3Resources/AI/让AI真正读懂证据间的因果_深度验证框架解决逻辑断层_实现92.0_平衡准确率_BV1p9QnBtEMq_笔记.md

.omx/context/scheduled-task-git-sync-gant-20260429T161523Z.md

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+# Context Snapshot: scheduled-task-git-sync-gant
+
+## Task Statement
+为该路径添加一个定时任务，每天晚上十点半的时候 git pull & push，然后把 inbox 中的内容使用 skill:gant
+
+## Desired Outcome
+A nightly scheduled task at 22:30 that:
+1. Syncs the repo via `git pull && git push`
+2. Processes InBox markdown notes through the `gant-cli` skill
+
+## Stated Solution
+Add a cron/scheduled task running at 22:30 daily
+
+## Probable Intent Hypothesis
+User wants automated end-of-day sync of Obsidian notes to Gitee remote, plus automatic conversion of inbox notes into Gantt task manager entries. This suggests a daily capture → organize → sync workflow.
+
+## Known Facts
+- Repo: `C:\app\unity_project\obsidian-notes`
+- Remote: `https://gitee.com/zzzisfunnyboy/obsidian-notes.git` (Gitee)
+- InBox currently contains 4 `.md` files
+- Git has uncommitted changes: `.obsidian/workspace.json` (modified) + one untracked InBox file
+- `gant-cli` skill: manages Gantt desktop tasks via `gant.exe`/`gantt-app.exe` CLI (list, add, update, delete, lock)
+- Platform: Windows, shell: bash
+- No existing `.omx/context/` snapshots
+- Claude Code `CronCreate` tool exists for scheduling recurring tasks
+
+## Constraints
+- Must use Claude Code's `CronCreate` (not Windows Task Scheduler or system cron)
+- Git operations need to handle potential merge conflicts gracefully
+- InBox processing: what exactly should happen to inbox files after processing? (Move? Delete? Leave?)
+
+## Unknowns / Open Questions
+1. **What does "process InBox content with skill:gant" mean concretely?** Extract tasks from each markdown note into Gantt? Convert the whole note into a Gantt task? Something else?
+2. **What should happen to InBox files after processing?** Delete them? Move them to an archive? Mark as processed?
+3. **Should the scheduled task also commit local changes before push?** Currently there are uncommitted modifications.
+4. **What's the relationship between Obsidian notes and Gantt tasks?** Is there a specific format or template?
+5. **Error handling expectations?** What if git pull has conflicts? What if gantt-app isn't running?
+6. **Is the gantt-app.exe path known and stable?**
+
+## Decision-Boundary Unknowns
+- Whether to auto-commit changes or only pull/push
+- How to handle InBox files post-processing (archive vs delete)
+- Error notification strategy (silent fail? log? notify?)
+- Whether this should be durable (persist across Claude sessions)
+
+## Likely Codebase Touchpoints
+- Cron job: `CronCreate` tool or `.claude/scheduled_tasks.json`
+- Git operations: bash commands
+- Gantt integration: `gant-cli` skill invocation
+- InBox: `C:\app\unity_project\obsidian-notes\InBox\` directory

.omx/interviews/scheduled-task-git-sync-gant-20260429T161523Z.md

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+# Interview Transcript: scheduled-task-git-sync-gant
+
+**Profile:** Standard  
+**Timestamp:** 20260429T161523Z  
+**Final Ambiguity:** 0.16  
+**Threshold:** 0.20  
+**Type:** Brownfield  
+
+## Round Summary
+
+| R | Target | Focus | Key Finding |
+|---|--------|-------|-------------|
+| 1 | Intent | Why automate? | Goal: InBox notes auto-appear in Gantt chart, eliminating manual transfer |
+| 2 | Outcome | Concrete format | Gantt task format: `待看:{文件名}` |
+| 3 | Outcome | Post-processing | InBox files stay; deleted files → tasks removed from Gantt; de-duplicated |
+| 4 | Scope | Git range | Only `PARA/` and `InBox/` folders |
+| 5 | Scope | Auto-commit | Auto `add PARA/ InBox/ && commit -m "auto nightly sync"` before push |
+| 6 | Constraints | Gantt offline | Silent skip, try next day |
+| 7 | Decision Boundaries | Technical choices | abort on merge conflict; push failure → Windows toast notification |
+| 8 | Non-goals | Persistence model | User wants system-level script, not Claude session-dependent |
+| 9 | Constraints | Trigger mechanism | Windows Task Scheduler, self-chosen |
+| 10 | Success Criteria | Verification | 10:30 PM: open Gantt chart, see expected "待看:xxx" tasks |
+| 11 | Non-goals | Boundaries | Only PARA/InBox git, only "待看" task type, only .md files |
+| 12 | Decision Boundaries | Remaining choices | Script alongside gantt-app.exe; toast notifications; no log; update existing |
+
+## Exposed Assumptions
+- gantt-app.exe CLI supports add/delete/list/toggle-lock operations
+- Windows Task Scheduler can trigger bash scripts
+- Git merge conflicts are rare enough that abort is acceptable
+- User's computer is on at 22:30

.omx/plans/autopilot-impl.md

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+# Implementation Plan: InBox → Gantt Nightly Sync
+
+## Source of Truth
+- Spec: `.omx/specs/deep-interview-scheduled-task-git-sync-gant.md`
+- Context: `.omx/context/scheduled-task-git-sync-gant-20260429T161523Z.md`
+
+## Architecture
+
+```
+Windows Task Scheduler (22:30 daily)
+  └─ powershell.exe -ExecutionPolicy Bypass -File "sync-inbox-to-gantt.ps1"
+       ├─ 1. Git sync (pull, add, commit, push)
+       ├─ 2. Gantt bidirectional mirror (InBox ↔ Gantt "待看:*" tasks)
+       └─ 3. Notifications (push failure toast)
+```
+
+## Files to Create
+
+| File | Path | Purpose |
+|------|------|---------|
+| Sync script | `C:\Users\Zane\Desktop\Gantt App\sync-inbox-to-gantt.ps1` | Main nightly script |
+| Setup script | `C:\app\unity_project\obsidian-notes\.omx\setup-task.ps1` | One-shot Task Scheduler registration |
+
+## Algorithm
+
+### Phase A — Git Sync
+1. `cd C:\app\unity_project\obsidian-notes`
+2. `git pull` — if conflict → `git merge --abort` → exit git phase
+3. `git add PARA/ InBox/`
+4. `git diff --cached --quiet` → if no changes, skip commit
+5. `git commit -m "auto nightly sync"`
+6. `git push` — if failure → Show-Toast "Git push failed" → continue
+
+### Phase B — Gantt Mirror
+1. Call `gantt-app.exe --cli list-tasks` → parse JSON
+   - If Gantt not running (process error / non-zero exit) → skip phase B
+2. Extract `"待看:*"` tasks → set `{baseName}` from task name
+3. Scan `InBox\*.md` → set `{baseName}` from filename (strip .md)
+4. **Add**: For each InBox file NOT in Gantt → `add-task --name "待看:{baseName}" --start {today} --end "" --progress 0`
+5. **Delete**: For each Gantt "待看:*" NOT in InBox → `delete-task --id {id}`
+6. **Existing matches**: No-op (already correct)
+
+### Error Handling Matrix
+
+| Failure | Behavior |
+|---------|----------|
+| Git pull conflict | `git merge --abort`, skip rest of git phase |
+| Git push fails | PowerShell toast notification, continue to Gantt phase |
+| Gantt CLI not found | Write-Error, exit 1 |
+| Gantt not running | Skip Gantt phase silently |
+| Gantt add/delete fails | Write-Error for that item, continue |
+| Script not in gantt dir | Resolve gantt dir from script location dynamically |
+
+## Task Scheduler Registration
+
+```powershell
+$action = New-ScheduledTaskAction -Execute "powershell.exe" `
+  -Argument "-ExecutionPolicy Bypass -File `"C:\Users\Zane\Desktop\Gantt App\sync-inbox-to-gantt.ps1`""
+$trigger = New-ScheduledTaskTrigger -Daily -At 22:30
+Register-ScheduledTask -TaskName "InBox-Gantt-Nightly-Sync" `
+  -Action $action -Trigger $trigger -RunLevel Highest `
+  -Description "Nightly sync Obsidian InBox to Gantt tasks with git auto-commit"
+```
+
+## Implementation Tasks
+
+1. **Create sync-inbox-to-gantt.ps1** — the main sync script with all logic
+2. **Create setup-task.ps1** — registers the scheduled task
+3. **Manual dry-run test** — run script manually, verify Gantt tasks created

.omx/setup-task.ps1

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+# setup-task.ps1
+# Register the nightly InBox→Gantt sync task in Windows Task Scheduler.
+# Run once, as Administrator.
+
+$taskName = "InBox-Gantt-Nightly-Sync"
+$scriptPath = "C:\Users\Zane\Desktop\Gantt-App\sync-inbox-to-gantt.ps1"
+
+# Remove existing task if present
+$existing = Get-ScheduledTask -TaskName $taskName -ErrorAction SilentlyContinue
+if ($existing) {
+    Unregister-ScheduledTask -TaskName $taskName -Confirm:$false
+    Write-Host "Removed existing task: $taskName"
+}
+
+$action = New-ScheduledTaskAction -Execute "powershell.exe" `
+  -Argument "-NoProfile -ExecutionPolicy Bypass -WindowStyle Hidden -File `"$scriptPath`""
+$trigger = New-ScheduledTaskTrigger -Daily -At 22:30
+$settings = New-ScheduledTaskSettingsSet -AllowStartIfOnBatteries -DontStopIfGoingOnBatteries -StartWhenAvailable
+
+Register-ScheduledTask -TaskName $taskName `
+  -Action $action -Trigger $trigger -Settings $settings `
+  -Description "Nightly: git sync PARA/InBox + mirror InBox .md files to Gantt '待看:*' tasks"
+
+Write-Host "Task '$taskName' registered. Next run: $(Get-Date -Format 'yyyy-MM-dd') 22:30"
+Write-Host "Script: $scriptPath"

.omx/specs/deep-interview-scheduled-task-git-sync-gant.md

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+# Spec: Deep Interview — scheduled-task-git-sync-gant
+
+## Metadata
+- **Profile:** Standard
+- **Rounds:** 12
+- **Final Ambiguity:** 0.16
+- **Threshold:** 0.20 (met)
+- **Type:** Brownfield
+- **Context Snapshot:** `.omx/context/scheduled-task-git-sync-gant-20260429T161523Z.md`
+
+## Clarity Breakdown
+
+| Dimension | Weight | Score | Notes |
+|-----------|--------|-------|-------|
+| Intent | 0.25 | 0.85 | InBox notes visible in Gantt chart without manual steps |
+| Outcome | 0.20 | 0.85 | New → added, deleted → removed, existing → de-duplicated |
+| Scope | 0.20 | 0.85 | PARA/InBox git only; "待看" type only; .md files only |
+| Constraints | 0.15 | 0.80 | Win Task Scheduler; gantt-app.exe; toast; abort on conflict; no logs |
+| Success | 0.10 | 0.80 | At 22:30, Gantt shows "待看:xxx" for all InBox .md files |
+| Context | 0.10 | 0.90 | Well-understood repo and tooling |
+| **Weighted** | | **0.84** | Ambiguity = 0.16 |
+
+## Intent
+用户希望每晚 22:30 自动将 InBox 中的待读笔记同步到甘特图软件中，消除手动搬运步骤。
+
+## Desired Outcome
+- 甘特图出现所有 InBox 中 `.md` 文件对应的 "待看:{文件名}" 任务
+- 已存在的不重复添加（更新）
+- InBox 中已删除的文件对应任务也从甘特图中移除
+- Git 自动拉取/提交/推送 PARA/ 和 InBox/ 目录
+
+## In-Scope
+1. 每晚 22:30 通过 Windows Task Scheduler 触发
+2. `git pull && git add PARA/ InBox/ && git commit -m "auto nightly sync" && git push`
+3. 扫描 InBox/*.md，为每个文件在甘特图创建/更新 "待看:{文件名}" 任务
+4. 检测甘特图中已存在的 "待看:xxx" 任务，若 InBox 中对应文件已删除则移除
+5. 去重：已在甘特图中的任务不重复创建，仅更新
+6. 脚本文件与 gantt-app.exe 放在同一目录
+
+## Out-of-Scope / Non-goals
+1. 不操作 PARA/ 和 InBox/ 之外的任何文件
+2. 不创建 "待看" 之外的甘特图任务类型
+3. 不处理非 `.md` 文件
+
+## Decision Boundaries (OMX 可自行决定)
+- 具体用哪个 Windows 通知 API（PowerShell toast / `msg` / 其他）
+- Git commit 消息的具体格式
+- 脚本语言选择（bash / PowerShell / 混合）
+- 甘特图 CLI 的 command/subcommand 细节（从 gant-cli skill 获取）
+
+## Constraints
+- **触发机制:** Windows Task Scheduler（非 Claude session 依赖）
+- **甘特图 CLI:** `gantt-app.exe`
+- **脚本位置:** 与 gantt-app.exe 同目录
+- **Git 冲突:** abort（保留本地）
+- **Push 失败:** Windows 右下角 toast 通知
+- **甘特图未运行:** 静默跳过，次日重试
+- **日志:** 不需要
+- **重名任务:** 更新而非跳过
+- **持久化:** 无 Claude session 依赖（系统级调度）
+
+## Testable Acceptance Criteria
+- [ ] 晚上 22:30，打开甘特图能看到所有 InBox/*.md 对应的 "待看:{文件名}" 任务
+- [ ] 在 InBox 中新增一个 .md 文件 → 下次执行后甘特图出现对应任务
+- [ ] 在 InBox 中删除一个 .md 文件 → 下次执行后甘特图移除对应任务
+- [ ] 非 .md 文件被忽略
+- [ ] PARA/ 和 InBox/ 外文件不受 git 影响
+- [ ] Git 冲突时 abort 不丢数据
+- [ ] 甘特图未运行时脚本不崩溃
+
+## Assumptions Exposed + Resolved
+1. **gantt-app.exe CLI 能力:** 假设支持 add/delete/list 操作 → 实现时通过 gant-cli skill 确认
+2. **Session-only vs durable:** 初始误解为 Claude session 调度 → 澄清为系统级 Windows Task Scheduler
+3. **文件处理后:** 最初未明确 → 澄清为保留文件、双向同步
+
+## Pressure-Pass Findings
+- Round 2 追问了具体格式（"到底长什么样"）→ 从模糊的"处理"收缩到 `待看:{标题}`
+- Round 8 追问了 session-only 假设 → 推翻了 CronCreate 方案，转向系统级 Task Scheduler
+- Round 11 追问了明确的 non-goals → 三条边界锁定
+
+## Handoff Contract
+This spec is the requirements source of truth. Downstream execution must preserve:
+- Intent, non-goals, decision boundaries, and acceptance criteria
+- The bidirectional mirror model (InBox ↔ Gantt)
+- System-level scheduling (not Claude session-dependent)

InBox/TMP字体Atlas内存优化实战.md

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+---
+title: TMP字体Atlas内存优化实战
+source: https://mp.weixin.qq.com/s/iPSxQvg-riGh66efHlSyLA
+author: 侑虎科技
+date: 2026-05-06
+tags: [Unity, TMP, 内存优化, Atlas, UWA]
+---
+
+# 【厚积薄发】从64MB降至5MB，TMP字体Atlas内存优化实战
+
+> 来源：UWA公众号 - 第474篇UWA技术知识分享
+
+## 实战案例一：字体Atlas双实例冗余 + RW动态图集内存过高
+
+**问题：** GOT Online报告显示，项目游戏字体Atlas出现双实例冗余且开启RW动态图集内存占用过高。
+
+**原因：**
+- 字体Atlas实例数量为2，通常是因为该字体既在初始包中的初始场景中被引用，又在后续AssetBundle资源中重复引用
+- RW（Read/Write Enabled）开启导致CPU和GPU各存一份，内存翻倍
+
+**解决方案：**
+1. 将初始场景中使用的字符单独创建对应的小字体，避免初始场景中有大图集和大字体的引用
+2. 预先收集游戏的大部分字符集，将Atlas设置为**静态图集配置**，可减少16MB占用
+3. 不在静态图集中的字符，通过TMP的**Fallback机制**，设定一个小分辨率（如512×512）的动态Atlas进行字符补充
+
+## 实战案例二：TMPAsset内嵌Atlas纹理无法压缩
+
+**问题：** TMPAsset内嵌Atlas纹理属于子资源，无法单独进行纹理压缩参数配置。
+
+**解决方案（Editor脚本改造）：**
+1. 通过Editor编辑器脚本对该纹理进行独立复制
+2. 将TMPAsset材质球关联替换为复制后的新纹理
+3. 移除原TMPAsset内的内嵌纹理
+4. 剥离后的独立纹理可自由配置压缩格式（ASTC6×6、ASTC8×8等），进一步降低内存开销
+5. 真机测试：压缩后文字美术表现无明显差异
+
+## 优化前后对比
+
+| 项目 | 内存 |
+|------|------|
+| 优化前 | **64MB** |
+| 优化后合计 | **4.75MB** |
+| 初始场景 512×512 静态图集 | 0.25MB |
+| 4096×4096 静态图集（ASTC8×8） | 4MB |
+| Fallback兜底纹理 512×512（Alpha8） | 0.5MB |
+
+## 相关资源
+- UWA社区：community.uwa4d.com
+- UWA官网：www.uwa4d.com
+- UWA学堂：edu.uwa4d.com
+- QQ群：793972859

InBox/基于Harness-SDD-多仓管理的AI全栈开发实践.md

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+---
+title: 基于 Harness + SDD + 多仓管理模式的 AI 全栈开发实践
+source: https://mp.weixin.qq.com/s/ygQGSH5c7GHYDvkqWoQTXQ
+author: 盖伦 / 得物技术
+date: 2026-05-06
+tags: [AI开发, 全栈, SDD, Harness, Cursor, Claude Code]
+---
+
+# 基于 Harness + SDD + 多仓管理模式的 AI 全栈开发实践｜得物技术
+
+## 一、核心理念：Harness 思维 — 让 AI 模仿，而不是凭空创造
+
+### 全栈AI开发最容易踩的坑
+让AI从零开始写代码产生"外星代码"：风格不一致、复用率低、采纳率低。AI生成了代码，但Review成本和返工成本反而更高了。
+
+### Harness 思维的核心：给 AI 一个"模仿对象"
+给AI一个已有的实现作为参照，让它照着复刻一份，而不是凭空创造。
+
+**四条原则：**
+
+| 原则 | 说明 | 举例 |
+|------|------|------|
+| 找相似实现 | 在代码库中找到功能最相似的已有实现作为参照 | "结束语"参照"场景化欢迎语" |
+| 复用优先 | 能复用的组件、接口封装、数据结构直接复用 | 复用greetingExtendInfo数据结构 |
+| 模仿着复制 | "抄一份改一改"比用新方式好 | Controller/Service/Repository按已有模仿 |
+| 约束生成范围 | 提示词中明确指定参考文件/参考接口 | 前端修改入口@FeatureTable/index.tsx:53-58 |
+
+### 提示词体现 Harness
+- ❌ 不推荐：`请实现一个结束语管理的 CRUD 接口`
+- ✅ 推荐：明确指定参考文件、数据结构和接口路径，如"参照场景欢迎语功能（后端/api/v1/feature/list，前端FeatureTable/index.tsx:53-58）实现"
+
+## 二、全栈工作区搭建与 Codebase Indexing
+
+将前后端代码放在同一个工作区下的三个核心价值：
+1. **Codebase Indexing**：Cursor对工作区内所有代码进行向量化嵌入建立语义索引，AI能跨仓库理解代码关系
+2. **上下文完整**：AI同时能看到前后端代码，接口字段、命名风格自然对齐
+3. **SDD文档集中管理**：前后端SDD文档在同一工作区，便于接口契约对齐
+
+### Cursor vs Claude Code 实测对比
+
+| 功能维度 | Cursor | Claude Code |
+|---------|--------|-------------|
+| 代码库语义索引 | 支持grep+语义检索，速度快 | 仅支持grep，依赖模型能力 |
+| 代码生成速度 | 极速，平均1-3分钟 | 中速，平均3-30分钟 |
+| 代码采纳率 | 两者相当 | 两者相当 |
+| 文件/代码段引用 | 快捷键、拖拽即可引用 | 需手动@文件路径，无法引用代码段 |
+| 多Agent | 默认开启（多Tab并行） | 需手动注册子Agent |
+| 费率模型 | 失败任务不收费 | 失败任务耗时长，容易浪费Token |
+| 历史会话恢复 | 仅能查看当前项目会话记录 | 可查看全局会话记录 |
+| 综合评价 | 快速迭代首选，推荐Composer2模式 | 长链路复杂任务可用 |
+
+## 三、SDD 驱动的全栈代码生成流程
+
+- 全栈SDD需同时覆盖前后端
+- 提示词编写范式：明确需求、参考实现、数据结构、接口契约
+- 前后端需求点清单分工示例
+- SDD文档产出与指令使用说明
+
+## 四、多 Agent 协作：前后端并行开发
+
+- Cursor中使用多Tab并行（默认开启）
+- Claude Code中使用Subagent能力（需手动注册）
+- 建议：前端Agent专注UI/交互，后端Agent专注API/数据
+
+## 五、前后端联调：Mock 数据与分阶段验证
+
+- 三阶段验证策略
+- Mock数据编写要点
+- 后端独立构建验证
+- 前后端联调步骤
+
+## 六、警惕 SDD 陷阱：测试如何介入全栈研发
+
+- SDD不等于需求文档
+- 关注隐性功能（异常处理、边界情况、性能要求）
+- 测试应尽早介入
+
+## 七、综合效益与总结
+
+核心公式：**Harness（约束） + SDD（规格） + 多仓（上下文） = 高质量AI全栈代码**