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## [2026-04-22] ingest | Pre-Build Idea Validator
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- Source file: Agent/usecases/pre-build-idea-validator.md
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- Status: ✅ 成功摄入
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- Summary: AI 项目启动前的竞争分析门控机制——在写代码之前通过 idea-reality-mcp 扫描 GitHub/Hacker News/npm/PyPI/Product Hunt 五个数据源,返回 reality_signal 分数(0-100)评估赛道拥挤度,防止 Agent 在已饱和赛道投入资源。
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- Concepts created: [[Pre-Build Validation]], [[Reality-Signal]], [[Competition-Analysis]], [[Pivot-Strategy]], [[Agent-Build-Gate]]
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- Entities created: [[idea-reality-mcp]]
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- Source page: wiki/sources/pre-build-idea-validator.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入顶部)
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- 更新 overview.md,添加 pre-build-idea-validator 段落并补充 4 个新概念至 Key Concepts
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- 创建 5 个 Concept 页面:Pre-Build-Validation.md、Reality-Signal.md、Competition-Analysis.md、Pivot-Strategy.md、Agent-Build-Gate.md
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- 创建 1 个 Entity 页面:idea-reality-mcp.md
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- Hacker-News 和 Product-Hunt 仅出现 1 次,不满足 ≥2 次的 Entity 创建阈值,未创建
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- 与 market-research-product-factory 互补:后者挖痛点找方向,前者在动手前验证赛道的竞争密度
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- 冲突:无
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## [2026-04-22] ingest | Autonomous Project Management with Subagents
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- Source file: Agent/usecases/autonomous-project-management.md
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- Status: ✅ 成功摄入
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- Summary: 去中心化多 Agent 项目协调模式——通过共享 STATE.yaml 实现并行自主执行,主会话遵循 CEO 模式(仅做策略决策),Git 作为审计日志记录所有状态变更。核心洞察:文件协调优于中心编排器,主会话越薄响应越快。
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- Concepts created: [[PM Delegation Pattern]], [[CEO Pattern]], [[Shared State Coordination]], [[Git-as-Audit-Log]]
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- Entities created: [[Nicholas Carlini]]
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- Source page: wiki/sources/autonomous-project-management.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入顶部)
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- 更新 overview.md,添加 4 个新概念至 Key Concepts
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- 创建 4 个 Concept 页面:PMDelegationPattern.md、CEOPattern.md、SharedStateCoordination.md、GitAsAuditLog.md
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- 创建 1 个 Entity 页面:NicholasCarlini.md
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- 冲突记录:与 [[project-state-management]] 的任务管理范式冲突(动态文件 vs 静态看板)
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- Nicholas Carlini 未在原 Wiki 中出现,作为启发来源创建 Entity 页面
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- Source file: Agent/usecases/daily-reddit-digest.md
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- Status: ✅ 成功摄入
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- Summary: AI Agent 驱动的 Reddit 每日精选摘要自动化——通过 OpenClaw + reddit-readonly skill,每日定时抓取多 Subreddit 热门帖子,AI 记忆偏好持续优化规则,纯读取模式无需认证。
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- Concepts created: [[Daily-Digest]], [[Reddit Read-Only]], [[Preference Learning]]
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- Entities created: [[reddit-readonly]]
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- Source page: wiki/sources/daily-reddit-digest.md
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- Notes:
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- 更新 index.md,替换缺失标记为正式条目
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- 更新 overview.md,添加至 YouTube Automation / Daily Digest 章节
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- OpenClaw Entity 页面已存在,无需新建
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- Preference Learning Concept 已在 inbox-declutter 中引用,无需新建
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## [2026-04-22] ingest | Inbox De-clutter
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- Source file: Agent/usecases/inbox-declutter.md
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- Status: ✅ 成功摄入
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- Summary: AI Agent 每日自动整理 Newsletter 邮件摘要——通过 Cron Job 每日 20:00 阅读过去 24 小时 Newsletter 新邮件,生成精华摘要并附链接,根据用户反馈持续学习偏好。需前置 Gmail OAuth Setup。
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- Concepts created: [[Email Triage]], [[Newsletter Digest]], [[Preference Learning]]
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- Entities created: [[Gmail OAuth]]
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- Source page: wiki/sources/inbox-declutter.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入顶部)
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- 更新 overview.md,添加 inbox-declutter 描述段落(作为 [[custom-morning-brief]] 的相似模式)
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- 创建 Concept 页面:Email-Triage.md、Newsletter-Digest.md、Preference-Learning.md
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- 创建 Entity 页面:Gmail-OAuth.md
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- 与 [[custom-morning-brief]] 属同一 Cron Job + AI 摘要模式的不同垂直场景
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- 冲突:无
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## [2026-04-22] ingest | Market Research & Product Factory
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- Source file: Agent/usecases/market-research-product-factory.md
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- Status: ✅ 成功摄入
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- Summary: AI Agent 驱动的"从市场调研到产品构建"全自动化流水线——通过 Last 30 Days skill 挖掘 Reddit 和 X 近30天真实用户痛点,OpenClaw 根据痛点构建 Web 应用 MVP。核心价值:发短信即可完成"发现问题→验证需求→构建方案"全流程,无需技术背景。
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- Concepts created: [[Pain Point Mining]], [[Startup MVP Pipeline]], [[Agent-Driven Market Research]], [[Last 30 Days Method]]
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- Source page: wiki/sources/market-research-product-factory.md
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- Notes:
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- 新增 Sources 条目至 index.md
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- 更新 overview.md,添加 Market Research & Product Factory 描述段落
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- 添加 Pain Point Mining、Startup MVP Pipeline、Agent-Driven Market Research、Last 30 Days Method 到 Key Concepts
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- Alex Finn 出现2次(content-factory + market-research),但按出现频次标准不满足 Entity 创建条件,跳过
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- Matt Van Horne 仅出现1次,跳过 Entity 页面创建
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- 冲突:无已知冲突
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## [2026-04-22] ingest | Phone-Based Personal Assistant
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- Source file: Agent/usecases/phone-based-personal-assistant.md
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- Status: ✅ 成功摄入
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- Summary: 通过 ClawdTalk + Telnyx 将任意手机变成 AI 助理语音入口——拨打电话即可与 OpenClaw 对话,支持日历查询、Jira 任务更新、网络搜索,无需智能手机 App 或浏览器,覆盖驾驶、步行等双手占用场景。与 [[multi-channel-assistant]] 互补:文字入口覆盖图文交互,语音入口覆盖无屏场景。
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- Concepts created: [[Voice Interface]], [[Telephony Integration]]
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- Entities created: [[ClawdTalk]], [[Telnyx]]
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- Source page: wiki/sources/phone-based-personal-assistant.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入 Multi-Channel Personal Assistant 之后)
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- 更新 overview.md,添加 phone-based-personal-assistant 描述段落,添加 Voice Interface、Telephony Integration 到 Key Concepts
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- 创建 2 个 Entity 页面:ClawdTalk.md、Telnyx.md
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- 创建 2 个 Concept 页面:Voice-Interface.md、Telephony-Integration.md
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- 冲突已记录(已在 overview.md Conflict Area #10):[[phone-based-personal-assistant]] 通用语音 Agent vs [[event-guest-confirmation]] SuperCall 沙盒 Persona
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## [2026-04-22] ingest | Event Guest Confirmation
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- Source file: Agent/usecases/event-guest-confirmation.md
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- Status: ✅ 成功摄入
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- Summary: 基于 OpenClaw + SuperCall 的活动嘉宾自动确认方案——通过 AI 语音电话批量外呼客人,确认出席状态并收集备注(饮食禁忌、Plus-One、到达时间等),通话完成后生成出席确认/未出席/未接听三分类摘要。核心价值:真人电话比短信回复率高;SuperCall 沙盒 persona 设计确保安全隔离,无 Prompt Injection 风险;每通电话独立重置,无对话间信息混淆。
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- Concepts created: [[Sandboxed Persona]]
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- Entities created: (无新实体;OpenClaw 已在其他来源中出现)
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- Source page: wiki/sources/event-guest-confirmation.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入 Multi-Channel Personal Assistant 之后)
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- 更新 overview.md,添加 AI Tools & Productivity 小节描述
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- 更新 overview.md Conflict Area #10,添加 SuperCall 沙盒 Persona vs 通用语音 Agent 对比
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- 创建 1 个 Concept 页面:Sandboxed-Persona.md
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## [2026-04-22] ingest | Multi-Channel Personal Assistant
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- Source file: Agent/usecases/multi-channel-assistant.md
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- Status: ✅ 成功摄入
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- Summary: 基于 Telegram Topic 路由 + OpenClaw 的多渠道个人助理方案——以 Telegram 为统一入口,通过 Topic 隔离不同上下文(config/updates/video-ideas/personal-crm/earnings/knowledge-base),整合 Google Workspace(gog)、Slack、Todoist、Asana,实现"说一句话完成全套工作"。核心价值:消除应用切换疲劳,AI 主动推送定时提醒。
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- Concepts created: [[Topic-Based Routing]], [[Scheduled Reminder]]
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- Entities created: [[Asana]], [[gog]]
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- Source page: wiki/sources/multi-channel-assistant.md
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- Notes: 与 [[multi-agent-team]] 存在互补关系——Multi-Agent Team 为底层专业化分工,Multi-Channel Assistant 为用户交互层。
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## [2026-04-22] ingest | Project State Management System: Event-Driven Alternative to Kanban
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- Source file: Agent/usecases/project-state-management.md
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- Status: ✅ 成功摄入
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- Summary: 用事件驱动系统替代传统看板——自然语言对话自动记录项目事件(progress/blocker/decision/pivot),PostgreSQL/SQLite 存储完整事件历史,Git 提交自动关联项目,每日 Cron 生成站会报告。消灭手动拖拽卡片的摩擦,保留完整决策上下文,让项目状态查询和每日站会自动化。
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- Concepts created: [[Event Sourcing]], [[Project State]]
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- Entities created: (无新实体;OpenClaw 已存在于多个来源中,无需独立 Entity 页面)
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- Source page: wiki/sources/project-state-management.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入 Sources 首行)
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- 更新 overview.md Conflict Area #1,扩展 Kanban vs Event Sourcing 对比描述
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- 创建 2 个 Concept 页面:EventSourcing.md、ProjectState.md
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- 冲突已记录:Event Sourcing(自动追踪+上下文保留)vs Kanban(可视化协作+团队同步)
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- Source file: Agent/usecases/health-symptom-tracker.md
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- Status: ✅ 成功摄入
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- Summary: 通过 Telegram 话题 + OpenClaw AI Agent 自动追踪食物与症状,实现食物敏感性识别。每日三餐定时提醒(8AM/1PM/7PM)确保日志一致性,OpenClaw 自动解析消息并带时间戳写入 Markdown 日志,每周日分析关联模式识别潜在触发因素。无需专用 App,完全自托管。
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- Concepts created: [[Food Sensitivity Tracking]], [[Automated Health Logging]]
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- Entities created: (无新实体;OpenClaw 实体已存在)
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- Source page: wiki/sources/health-symptom-tracker.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入首行)
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- 新增健康追踪主题至 overview.md
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- 冲突记录:与 habit-tracker-accountability-coach 的习惯追踪 vs 健康数据追踪侧重对比
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- Source file: Agent/usecases/self-healing-home-server.md
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- Status: ✅ 成功摄入
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- Summary: AI Agent 作为家庭服务器基础设施的全天候自动驾驶代理——OpenClaw + SSH + Cron Job 系统实现自动健康监控、故障自愈(重启 Pod/扩缩容/修复配置)、邮件分拣、每日 8AM 晨报(天气/日历/系统状态/看板)、知识库录入和安全审计。核心洞察:Cron Job 是真正的产品;知识提取具有复利效应;AI 会硬编码 secrets,TruffleHog pre-push hooks 是必须配置的防线;Local-first Git 是防止 API Key 暴露的架构基础。
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- Concepts created: [[Morning Briefing]], [[Email Triage]], [[Local-first Git]], [[Defense-in-Depth]]
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- Entities created: [[K3s]], [[Gitea]], [[TruffleHog]]
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- Entities updated: [[OpenClaw]](追加 self-healing-home-server 到 sources)
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- Source page: wiki/sources/self-healing-home-server.md
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- Notes:
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- 新增 Sources 条目至 index.md(替换缺失条目)
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- 更新 overview.md,添加 "Self-Healing Infrastructure Agent" 章节
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- 创建 3 个 Entity 页面:K3s.md、Gitea.md、TruffleHog.md
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- 创建 4 个 Concept 页面:Morning-Briefing.md、Email-Triage.md、Local-first-Git.md、Defense-in-Depth.md
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- 冲突已记录:Prometheus/Grafana 监控方案(人工介入)vs AI Agent 自愈方案(全自动闭环)
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## [2026-04-22] ingest | AI-Powered Earnings Tracker
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- Source file: Agent/usecases/earnings-tracker.md
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- Status: ✅ 成功摄入
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- Summary: AI Agent 自动化追踪科技公司财报——每周日 Cron Job 扫描财报日历并通过 Telegram 推送,用户选择后为每家公司创建一次性 Cron Job,财报发布后自动搜索结果并生成结构化摘要(beat/miss、营收、EPS、AI 亮点)。
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- Concepts created: (无新概念;Cron Job 已在其他来源中建立)
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- Entities created: (无新实体;OpenClaw 已存在;科技公司 NVDA/MSFT 等无需独立页面)
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- Source page: wiki/sources/earnings-tracker.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入首行)
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- 无需更新 overview.md(与现有 OpenClaw + Cron Job 主题一致)
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- 无需创建 Entity/Concept 页面
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- 无冲突
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## [2026-04-23] ingest | Multi-Agent Specialized Team (Solo Founder Setup)
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- Source file: Agent/usecases/multi-agent-team.md
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- Status: ✅ 成功摄入
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- Summary: 用多个专业化 AI Agent 组建团队,解决一人创业者(Solo Founder)身兼数职的困境——4 个专业 Agent(Milo/策略、Josh/商业、Marketing/营销、Dev/开发)通过共享记忆 + 私有上下文 + Telegram 单一控制平面协调运作,定时任务驱动主动工作流。
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- Concepts created: [[Agent Personality]], [[Agent Specialization]], [[Shared Memory Architecture]], [[Private Context]], [[Single Control Plane]], [[Scheduled Task Flywheel]], [[Parallel Agent Execution]]
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- Entities updated: [[OpenClaw]](追加 multi-agent-team 到 sources)
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- Source page: wiki/sources/multi-agent-team.md
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- Notes:
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- 新增 Sources 条目至 index.md(插入首行)
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- 更新 overview.md Key Concepts,添加 5 个新概念
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- 创建 6 个 Concept 页面
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- 更新 OpenClaw.md sources 字段
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- 冲突已记录:Multi-Agent Team(并行专业化分工)vs Content Factory(链式协作)
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## [2026-04-23] ingest | Daily YouTube Digest
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- Source file: Agent/usecases/daily-youtube-digest.md
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- Status: ✅ 成功摄入
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@@ -112,6 +285,24 @@
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- Key Entities: [[GoogleCloud]], [[Anthropic]], [[ADK]], [[SabooShubham]], [[lavinigam]]
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- 冲突检测:与 [[ClaudeSkill设计指南9种类型]] 存在互补关系——Google 强调 5 种结构模式,Anthropic 强调 9 类分类,两者可互补使用
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## [2026-04-22] ingest | Custom Morning Brief
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- Source file: Agent/usecases/custom-morning-brief.md
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- Status: ✅ 成功摄入
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- Summary: AI Agent 驱动的个性化晨间简报系统——定时推送(8AM)新闻研究/待办事项/主动任务推荐/睡前完整草稿,通过 Telegram/Discord/iMessage 送达。核心洞察:主动任务推荐是最有价值部分;完整草稿比标题节省时间;发消息即可个性化调整。
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- Concepts created: [[Scheduled Task Flywheel]], [[Proactive Agent Recommendation]], [[Full Draft Generation]]
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- Concepts referenced: [[Morning Briefing]], [[Multi-Channel Integration]]
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- Entities created: [[Todoist]], [[Asana]], [[Alex Finn]]
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- Entities updated: [[OpenClaw]](追加 custom-morning-brief 到 sources)
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- Source page: wiki/sources/custom-morning-brief.md
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- Notes:
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- 新增 Sources 条目至 index.md(Sources 首行)
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- 更新 overview.md,添加 Custom Morning Brief 段落
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- 创建 3 个 Entity 页面:Todoist.md、Asana.md、Alex-Finn.md
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- 创建 3 个 Concept 页面:Scheduled-Task-Flywheel.md、Proactive-Agent-Recommendation.md、Full-Draft-Generation.md
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- 与 [[self-healing-home-server]] 的 Morning Briefing 属同一模式的不同垂直场景(个人生产力 vs 家庭服务器),已记录为 Connections
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- 冲突检测:无内容冲突
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- 与 [[phone-based-personal-assistant]] 均强调"AI 在用户无主动操作时提供价值",互补而非冲突
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## [2026-04-25] ingest | n8n configure telegram trigger
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||||
- Source file: Agent/n8n configure telegram trigger.md
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||||
- Status: ✅ 成功摄入
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@@ -623,4 +814,19 @@
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- Alex Finn 仅出现 1 次且无关键影响,跳过 Entity 页面创建
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- wiki/entities/ 和 wiki/concepts/ 目录存在但为空,所有 Concept 页面直接写入 wiki/concepts/
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## [2026-04-22] ingest | AI-Powered Earnings Tracker
|
||||
- Source file: Agent/usecases/earnings-tracker.md
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||||
- Status: ✅ 成功摄入
|
||||
- Summary: OpenClaw + Cron Job 自动化财报追踪——每周日 6PM 扫描财报日历过滤关注公司,Telegram 投递预览;用户确认后调度一次性 Cron Job,财报发布后自动搜索、格式化摘要(beat/miss、营收、EPS、AI 亮点、指引)并投递。消灭手动追踪摩擦,用户醒来即可获得成品摘要。
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||||
- Concepts created: [[Earnings-Calendar]], [[Earnings-Beat-Miss]], [[AI-Powered Digest]]
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- Concepts linked: [[Cron Job]], [[Daily-Digest]], [[Telegram Topic]]
|
||||
- Entities checked: NVDA/MSFT/GOOGL/META/AMZN/TSLA/AMD(公开公司,仅作示例引用,跳过 Entity 页面创建;[[OpenClaw]] 已存在,无需更新)
|
||||
- Source page: wiki/sources/earnings-tracker.md
|
||||
- Notes:
|
||||
- 更新了 overview.md,在 AI Tools & Prompt Engineering 章节补充 Earnings Tracker 说明
|
||||
- 更新了 index.md,在 Sources 节和 Concepts 节添加新条目
|
||||
- 创建 3 个 Concept 页面:Earnings-Calendar.md、Earnings-Beat-Miss.md、Ai-Powered-Digest.md
|
||||
- 冲突已记录:Earnings Tracker vs Daily YouTube Digest(架构高度相似,可视为同一 Digest 模式的不同实例)
|
||||
- 与 Daily YouTube Digest 的时间粒度差异已在 Contradictions 节记录(财报事件触发 vs 频道更新检测)
|
||||
|
||||
|
||||
|
||||
Reference in New Issue
Block a user