custom_keyword_public_sentiment

????

• ????????? 24 ???????
• ????????????????
• ??????????????????

????

• keyword????????
• aliases?????????????
• strong_keywords?????????????
• workdir??? Windows ???????

??????

1. ???????

python scripts/cloak_scrape.py <workdir> --platform all --headless --keyword "<keyword>" --aliases "??1,??2" --strong-keywords "???1,???2"

2. ?? === SCRAPE SUMMARY ===????? NEED_LOGIN??????????????
3. ??????

python scripts/aggregate.py <workdir>

???

• query_config.json
• xhs_raw.txt / douyin_raw.txt / weibo_raw.txt / bilibili_raw.txt
• <keyword_slug>_24h_report.md

????

• ??? headless ????
• ????????????????
• agent ?? SCRAPE SUMMARY???????? raw/log
• ?????? query_config.json ??????????
• ????????????????? realtime?B?????????????

Beta ???

• ????? Beta?
• B?????? smoke test ???
• ????????????????????? NEED_LOGIN ?????
• ???????? headless ??????????? headful ???
• ??????? BETA_DELIVERY.md?