# Admin Handoff Package

- Generated At: 2026/06/12 3:30
- Stage: admin-ops-handoff-ready

## Summary

- Pending Items: 638
- Pending High Items: 335
- Reviewed Items: 47
- Follow-up Targets: 2
- Freshness: stale 11 / warn 0

## Recommended Commands

- 先刷新 stale artifacts: `./scripts/crawl/start_admin_stale_refresh_v1.sh`
  - 当前 stale artifacts 11 项，warn 0 项。先刷新过期产物，再执行 review batch。
- 执行 reviewed follow-up: `./scripts/crawl/start_reviewed_followup_batch_v1.sh`
  - 当前有 47 条 reviewed 项，structured follow-up 目标 2 条。
- 跑每日高优先级巡检: `./scripts/crawl/start_admin_review_batch_followup_v1.sh daily-triage`
  - 当前高优先级待办 335 条；daily-triage 本轮命中 20 条。
- Admission 专题冲刺: `./scripts/crawl/start_admin_review_batch_followup_v1.sh admission-sprint`
  - Admission 相关批次当前命中 10 条，适合集中推进。
- Tuition 专题冲刺: `./scripts/crawl/start_admin_review_batch_followup_v1.sh tuition-sprint`
  - Tuition 相关批次当前命中 10 条，适合集中推进。

## Artifact Focus

- EJU Change Watch (stale): `./.venv/bin/python scripts/crawl/eju_change_watch_v1.py`
- Admission Queue (stale): `./.venv/bin/python scripts/clean/build_structured_watch_admin_queue.py --domain admission`
- Tuition Queue (stale): `./.venv/bin/python scripts/clean/build_structured_watch_admin_queue.py --domain tuition`
- Reviewed Follow-up Batch (stale): `./scripts/crawl/start_reviewed_followup_batch_v1.sh`
- Review Batch Preview (stale): `./.venv/bin/python scripts/clean/build_admin_review_batch_preview_v1.py`

## Recent Activity

- Admin Ops Playbook @ 2026/06/12 3:30: recommended steps 5
- Admin Action Summary @ 2026/06/12 3:30: pending 638 ・ high 335
- News Watch Queue @ 2026/06/12 3:30: pending 264 / total 309
- Admin Review Batch Follow-up @ 2026/04/17 23:39: batch tuition-sprint ・ matches 10
- Review Batch Preview @ 2026/04/17 23:39: batches 3 ・ matches 40

## Recent Runs

- Admin Review Batch Follow-up @ 2026/04/17 23:39: batch tuition-sprint ・ matches 10
- Reviewed Follow-up Batch @ 2026/04/17 23:39: targets 2
- Admin Stale Refresh @ 2026/04/17 23:20: mode include-warn ・ commands 13

## Handoff Checklist

- 先看 Recommended Actions，决定是跑 stale refresh、daily-triage 还是专题 sprint。
- 如果 followup_targets > 0，优先执行 reviewed follow-up batch；News reviewed 需要人工判断或专门新闻入库流程。
- 如果 stale = 0 但 warn > 0，优先执行 include-warn 模式刷新。
- 执行完任何批次后，确认 Recent Completed Actions 和 Run History 已更新。

## Key Files

- `data/canonical/admin_watch/admin_action_summary_v1.json`
- `data/canonical/admin_watch/admin_ops_playbook_v1.json`
- `data/canonical/admin_watch/admin_activity_feed_v1.json`
- `data/canonical/admin_watch/admin_artifact_freshness_v1.json`
- `data/canonical/admin_watch/admin_run_history_v1.json`
- `data/canonical/admin_watch/reviewed_followup_batch_v1_report.json`