Human-in-the-loop intake

Feed the survey pipeline with real leads.

Submit a source URL, capture why it matters, and immediately see the latest intake queue that will flow into the weekly review process.

-- queued submissions

Live workers.dev backend

HIL review-ready source intake

Submit a source

One entry per source. Add enough context so the analyzer can decide whether to promote, watchlist, or reject it.

The Worker writes directly to the GitHub-backed intake CSV used by the enhanced survey workflow.

API endpoint

Recent submissions

Loading live intake queue...

项目管理（最小版）

先用最小项目管理框架验证端到端流程。创建项目时前端采用单飞锁，避免并发提交冲突。

遇到并发冲突时前端会自动退避重试 1 次；若仍冲突，请再次点击创建。

What to submit

Preferred

Press releases, product launches, earnings updates, naval or offshore systems news, underwater robotics updates, and imaging-sonar ecosystem coverage.

What to avoid

Noise control

Generic company homepages without a signal, duplicate links already in the queue, and pages with no clear imaging, sonar, AUV, defense, or offshore relevance.

How it flows next

Pipeline

The analyzer reads the queue, checks source characteristics, infers category, and recommends acceptance, watchlisting, or manual review in the enhanced weekly survey track.