hot-topic-curationlisted
Install: claude install-skill Harzva/learn-likecc
# Hot Topic Curation
Use this skill when the task sounds like:
- “做一个 AI 日报 / 热门话题专项”
- “抓几个外部热点站聚合到站内”
- “维护热点源、更新摘要页、顺手路由到对应专题”
- “像 AIbase Daily 那样做一个长期维护的热点聚合页”
This is a project-local editorial + ingestion skill. Prefer repo conventions over generic scraping habits.
## Core Outcome
Produce or maintain a lightweight hot-topic aggregation flow that does all of the following:
1. fetch trusted public source pages or feeds
2. normalize them into a reusable local snapshot
3. keep the hub page updated
4. route worthwhile findings into the right site hotspot or topic pages
5. preserve source links and avoid full-text copying
## Workflow
### 1. Read the source policy first
Before adding a new source, read:
- `references/source-policy.md`
- `references/route-hints.md`
This skill is deliberately conservative:
- prefer RSS / feed endpoints first
- use HTML daily pages when the site exposes a stable public digest page
- keep only title/link/date/one-line note level data in the local snapshot
- never turn this into a full-content mirroring pipeline
### 2. Inspect the current source registry
The canonical source registry is:
- `site/data/hot-topic-sources.json`
It defines which sources are watched, how they are parsed, and which site routes they usually feed.
Do not hardcode a new source directly into prose if it should become a durable maintained source. Add it to the registry first.
### 3. Refresh the local snapshot
Use the repo tool:
```bash
python3 tools/fetch_h