{"generatedAt":"2026-04-17T14:48:49.486806+00:00","stage":"admin-ops-handoff-ready","summary":{"pendingItems":377,"pendingHighItems":335,"reviewedItems":4,"followupTargets":2,"staleArtifactItems":0,"warnArtifactItems":0},"recommendedSteps":[{"label":"执行 reviewed follow-up","command":"./scripts/crawl/start_reviewed_followup_batch_v1.sh","reason":"当前有 4 条 reviewed 项，structured follow-up 目标 2 条。","priority":"high"},{"label":"跑每日高优先级巡检","command":"./scripts/crawl/start_admin_review_batch_followup_v1.sh daily-triage","reason":"当前高优先级待办 335 条；daily-triage 本轮命中 20 条。","priority":"high"},{"label":"Admission 专题冲刺","command":"./scripts/crawl/start_admin_review_batch_followup_v1.sh admission-sprint","reason":"Admission 相关批次当前命中 10 条，适合集中推进。","priority":"medium"},{"label":"Tuition 专题冲刺","command":"./scripts/crawl/start_admin_review_batch_followup_v1.sh tuition-sprint","reason":"Tuition 相关批次当前命中 10 条，适合集中推进。","priority":"medium"}],"artifactFocus":[],"recentActivity":[{"kind":"playbook","label":"Admin Ops Playbook","generated_at":"2026-04-17T14:48:49.387347+00:00","summary":"recommended steps 4"},{"kind":"summary","label":"Admin Action Summary","generated_at":"2026-04-17T14:48:49.361953+00:00","summary":"pending 377 ・ high 335"},{"kind":"followup","label":"Admin Review Batch Follow-up","generated_at":"2026-04-17T14:39:41.878906+00:00","summary":"batch tuition-sprint ・ matches 10"},{"kind":"preview","label":"Review Batch Preview","generated_at":"2026-04-17T14:39:41.664290+00:00","summary":"batches 3 ・ matches 40"},{"kind":"preview","label":"Review Preset Preview","generated_at":"2026-04-17T14:39:41.634903+00:00","summary":"presets 5 ・ matches 20"}],"runHistory":[{"kind":"log","label":"Admin Review Batch Follow-up Log","generated_at":"2026-04-17T14:39:42.086700+00:00","status":"observed","summary":"log file updated at 2026-04-17T14:39:42.086700+00:00","command":"./scripts/crawl/start_admin_review_batch_followup_v1.sh <batch-id>","source":"data/raw/pipeline_logs/admin-review-batch-followup-v1.log"},{"kind":"run","label":"Admin Review Batch Follow-up","generated_at":"2026-04-17T14:39:41.878906+00:00","status":"completed","summary":"batch tuition-sprint ・ matches 10","command":"./scripts/crawl/start_admin_review_batch_followup_v1.sh <batch-id>","source":"data/canonical/admin_watch/admin_review_batch_followup_v1_report.json"},{"kind":"log","label":"Reviewed Follow-up Batch Log","generated_at":"2026-04-17T14:39:41.604347+00:00","status":"observed","summary":"log file updated at 2026-04-17T14:39:41.604347+00:00","command":"./scripts/crawl/start_reviewed_followup_batch_v1.sh","source":"data/raw/pipeline_logs/reviewed-followup-batch-v1.log"},{"kind":"run","label":"Reviewed Follow-up Batch","generated_at":"2026-04-17T14:39:41.404174+00:00","status":"completed","summary":"targets 2","command":"./scripts/crawl/start_reviewed_followup_batch_v1.sh","source":"data/canonical/admin_watch/reviewed_followup_batch_v1_report.json"},{"kind":"log","label":"Admin Stale Refresh Log","generated_at":"2026-04-17T14:20:23.232781+00:00","status":"observed","summary":"log file updated at 2026-04-17T14:20:23.232781+00:00","command":"./scripts/crawl/start_admin_stale_refresh_v1.sh","source":"data/raw/pipeline_logs/admin-stale-refresh-v1.log"}],"handoffChecklist":["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。"],"keyFiles":["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"]}