为什么值得关注

这是一个实用的现实世界自动化项目，结合了屏幕记录、AI智能体编排和个人生产力，具备隐私优先的设计和反馈循环，能优化未来的审计。

适合谁使用

构建AI智能体工作流和自动化的开发者
追踪数字活动的生产力爱好者
熟悉launchd和CLI工具的macOS用户
使用Coast屏幕追踪并希望获得高级回顾功能的用户

典型使用场景

每天早上回顾未完成的沟通和工作进度
追踪需要后续跟进的邮件、消息或任务
自动记录并归档每日未完成事项，附带视觉证据
建立个人问责和闭环的习惯

项目优势

使用视觉验证确保裁剪截图确实显示所声称的证据
并行运行两个子智能体，分别处理沟通和工作进度中的未完成事项
隐私敏感：所有敏感数据保留在本地机器上，并被gitignore忽略
集成推送通知、网页界面和双向同步，实现无缝交互

使用前须知

与Coast.app、OpenCode和macOS（launchd）紧密耦合，跨平台使用困难
需要大量设置，包括多个CLI工具和私有托管服务器
截图裁剪、OCR和视觉分析可能占用较多资源，在性能较弱的机器上会有负担

README 快速开始

coastcap — morning audit

Every morning, an agent reconstructs yesterday from my Coast screen history, finds the loose ends — things I left unfinished, never sent, or forgot to follow up on — and publishes a recap page with cropped screenshot evidence. A push notification lands on my phone when it's ready. Marking an item complete on the page feeds back into the next morning's audit.

(full quality: docs/demo.mp4)

How a morning runs

9:00 — launchd starts a headless OpenCode run (run.sh + prompt-template.md) with a random jitter.
The agent reads its memory: previous audits (history/), the previous recap JSON, and which items I marked complete on the page (state/interactions.json).
It dispatches two subagents in parallel over the Coast CLI: one hunts communication loose ends (unsent replies, people waiting on me), the other work-in-progress loose ends (abandoned terminals, half-typed prompts, errored flows). Carryover items from previous days get re-verified against the new day's evidence.
For the items where a screenshot helps, it locates the exact frame, crops to the evidence region using Coast's OCR box coordinates (scripts/crop-evidence.py), then looks at each crop with vision and only ships images that actually show the claimed evidence.
It writes site/data/.json. The Bun server renders it as a per-day page (/july-28th-2026) with an archive at /.
A 10-minute two-way sync (scripts/sync.sh) pushes the site to an exe.dev box (auth-gated HTTPS) and merges item interactions in both directions. The first sync after a new recap fires a Hark push notification with a tap-through to the day's page.
Tapping a row on the page blurs it and offers Mark complete — that interaction syncs back and becomes "cleared" in tomorrow's audit.

Components

Path	What it is
`run.sh`	Morning entrypoint: date substitution, jitter, headless `opencode2 run --auto`
`prompt-template.md`	The agent's brief: memory, subagents, synthesis rules, crop verification, output schema
`scripts/crop-evidence.py`	Frame + on-screen text → OCR-box union → padded `sips` crop
`scripts/sync.sh`	Two-way state merge + site push to the box + once-per

coastcap