ai-exchange/docs/AI_ICT_需求文档剩余功能与延期项清单_2026-05-14_v1.md

AI_ICT 闇€姹傛枃妗ｅ墿浣欏姛鑳戒笌寤舵湡椤规竻鍗?2026-05-14 v1

1. 瀵圭収鑼冨洿

鏈竻鍗曞熀浜庝互涓嬩粛鐒舵湁鏁堢殑闇€姹傛枃妗ｄ笌褰撳墠浠ｇ爜鐘舵€佹暣鐞嗭細

1. docs/AI_ICT_瀹炵洏浜ゆ槗鍒嗘瀽鍐崇瓥鍔╂墜涓嬩竴闃舵寮€鍙戞柟妗坃v1.md
2. docs/AI_ICT_瀹炵洏杈呭姪鍐崇瓥绯荤粺寮€鍙戞柟妗坃v2.md
3. docs/AI_ICT_瀹炵洏浜ゆ槗鍒嗘瀽绯荤粺寮€鍙戣鍒抇v1.md
4. docs/ICT浜ゆ槗鍏ㄤ功_鍑虹増缁堟牎鐗?md
5. SESSION.md
6. TASKS.md

璇存槑锛?- 鏈枃鍙垪鈥滄埅鑷冲綋鍓嶄唬鐮佷粛鏈畬鍏ㄥ疄鐜扳€濈殑鍐呭銆?- 宸插畬鎴愬苟宸查棴鐜殑鑳藉姏涓嶅啀閲嶅鍒椾负寰呭姙銆?- 涓庣湡瀹炰氦鏄撱€丱KX live submit銆侀粯璁よ嚜鍔ㄤ笅鍗曘€乺eal live readiness 寮€闂哥浉鍏冲唴瀹癸紝缁х画鍗曞垪涓哄欢鏈熼」锛屼笉绾冲叆褰撳墠鍒嗘瀽鍔╂墜涓荤嚎 backlog銆?

2. 宸插畬鎴愪笖宸查棴鐜殑涓荤嚎鑳藉姏

浠ヤ笅鑳藉姏宸茬粡瀹屾垚鍒板彲鐢ㄩ棴鐜紝涓嶅啀瑙嗕负鈥滃綋鍓嶇己鍙ｂ€濓細

• Decision Assistant dense cockpit 涓荤晫闈?- unified watchlist / evidence / digest / replay / notes 杩炵画宸ヤ綔鍖哄熀纭€鑳藉姏
• digest 鍋忓ソ鎸佷箙鍖栥€乸rofile 绠＄悊銆佺嫭绔?preferences section
• digest archive / workflow archive 鏌ヨ銆乴oad-more銆佷换鎰忓弻閫?compare
• pre-market / intraday / post-trade workflow rhythm 涓?artifact persistence
• candidate-scoped focus workspace 鍩虹閲嶇畻
• replay learning / weekly trend / attribution rollup
• external context provider inventory銆乪xchange surface inventory銆乿isual reference cards
• workflow archive operations view銆乨ay/session grouping銆乵ulti-day drift review

缁撹锛?- 涔嬪墠 Phase A-E 瀵瑰簲鐨?5 涓寮烘柟鍚戝凡缁忓叏閮ㄩ棴鐜畬鎴愩€?- 杩欎唤鏂囨。鐜板湪闇€瑕佹壙鎷呯殑鏄€滀笅涓€鎵?backlog 鍒锋柊鈥濓紝鑰屼笉鏄户缁噸澶?A-E銆?

3. 褰撳墠浠嶆湭瀹屽叏瀹炵幇鐨勫姛鑳?

3.1 archive 鍏ㄦ枃妫€绱笌瀵煎嚭鑳藉姏

褰撳墠鐘舵€侊細

• digest archive / workflow archive 宸叉敮鎸?profile銆乲ind銆乵ode銆乸hase銆乨ate range銆乴imit銆乷ffset銆?- 宸叉敮鎸佷换鎰忎袱鏉?snapshot compare銆?- 宸叉敮鎸?UI 娴忚銆乴oad-more銆乧ompare drill-down銆?- 宸叉敮鎸?query_text 鍏抽敭璇嶆绱€?- 宸叉敮鎸佸綋鍓嶈繃婊ょ粨鏋滀笌褰撳墠 compare 缁撴灉鐨?JSON export starter bundle銆?- 宸叉敮鎸?profile_scope=all_profiles 璺?profile starter retrieval銆?- 宸叉敮鎸?query_preset starter fields 涓?structured_export_summary銆? 浠嶇己锛?
• 鏇寸粏棰楃矑搴︾殑缁撴瀯鍖栧鍑烘牸寮?- 甯哥敤 archive 鏌ヨ棰勮淇濆瓨
• 璺?profile 妫€绱㈢粨鏋滅殑鏇存繁鑱氬悎涓庢帓搴忕瓥鐣? 缁撹锛?
• `archive 鏌ヨ銆乧ompare銆佸叧閿瘝妫€绱€佽法 profile starter retrieval銆佺粨鏋勫寲瀵煎嚭 starter 宸插畬鎴恅
• `archive 娣卞寲妫€绱笌杩愯惀鍖栧鍑鸿兘鍔涗粛鏈畬鎴恅

3.2 external context 瑙嗚璇佹嵁澧炲己灞?

褰撳墠鐘舵€侊細

• 宸叉湁 macro/news provider inventory銆乧hart provider registry銆乪xchange context source inventory銆?- 宸叉湁 visual reference cards 鍜屽彧璇诲閮?chart reference銆?- 宸叉湁 provider health cards銆乸rovider health summary銆乿isual evidence bridge summary銆?- cockpit 宸叉敮鎸?Open Visual Bridge / Open Target / Open Embed 鍙鎵撳紑鍔ㄤ綔銆?- 宸叉湁 capture_surface_cards / capture_surface_summary銆?- evidence chain 宸叉帴鍏?External Visual Evidence starter entry銆? 浠嶇己锛?
• 澶栭儴 chart embed / screenshot capture / visual evidence 鍖?- 鏇翠赴瀵岀殑瀹忚 / 鏂伴椈 / 浜ゆ槗鎵€寮傚父 provider 鎵╁睍
• external context 涓?evidence chain 鐨勬洿娣辫仈鍔? 缁撹锛?
• `external context inventory銆乸rovider health銆乿isual bridge銆乧apture surface starter 宸插畬鎴恅
• `external context 鐨勬繁灞傝瑙夎瘉鎹寮哄眰鏈畬鎴恅

3.3 workflow archive 鍥炴斁涓庡鍑烘ˉ鎺?

褰撳墠鐘舵€侊細

• workflow archive 宸茶兘鎸佷箙鍖栨鏂囥€佹祻瑙堛€乧ompare銆佹寜 day/session group 姹囨€汇€?- 宸叉湁 operations summary 鍜?multi-day drift review銆?- 宸叉湁 archive snapshot 鍒?Setup Replay / Review Entry / Workflow 鐨?bridge action銆?- workflow export bundle 宸插甫鍩虹 bridge_summary / handoff_bundle_summary銆?- 宸叉湁 handoff_packet_starter / replay_note_bridge_summary / artifact_bundle_summary銆?- cockpit 宸叉敮鎸?Prefill Compare Replay Note / Export Handoff Starter / Export Artifact Bundle銆? 浠嶇己锛?
• day/session 绾?artifact bundle 瀵煎嚭
• workflow archive 鍒?operator handoff packet 鐨勫揩閫熺敓鎴?- archive 瀵规瘮缁撴灉鍥炲啓涓虹粨鏋勫寲澶嶇洏璁板綍

缁撹锛?

• workflow archive 运营化浏览层、starter bridge、deep bridge starter 已完成
• workflow archive 到 replay / handoff / export 的深层桥接未完成

3.4 archive 杩愯惀鍖栭暱鏈熻鍥?

褰撳墠鐘舵€侊細

• 褰撳墠 archive 瑙嗗浘宸茬粡瑕嗙洊杩戞湡 snapshot 娴忚銆乨ay/session grouping銆乴atest drift compare銆?- 宸叉湁 7d / 30d long-range trend starter summary銆?- 宸叉湁 baseline pin starter fields 涓?compare prompt銆? 浠嶇己锛?
• baseline pin / compare baseline 鐨勬寔涔呭寲淇濆瓨
• digest / workflow 鐨勯暱鏈熻秼鍔胯仈鍔ㄨ鍥炬繁鍖?- 闈㈠悜杩愯惀鍥炵湅鐨勭瓫閫夈€佽秼鍔裤€佸鍑虹粺涓€鍏ュ彛

缁撹锛?

• 短周期 archive 运维视图与长期趋势 starter 已完成
• 长期趋势深化与运营统一入口未完成

4. 鏄庣‘寤舵湡椤?

浠ヤ笅鍐呭浠嶇劧灞炰簬寤舵湡椤癸紝涓嶇撼鍏ュ綋鍓嶅垎鏋愬姪鎵嬩富绾匡細

4.1 鐪熷疄浜ゆ槗鎵ц

• OKX live submit
• 榛樿鐪熷疄鑷姩涓嬪崟
• live order routing / bracket / OCO 姝ｅ紡鎶曚骇
• execution_allowed / real_live_ready 寮€闂?

4.2 鐪熷疄璐︽埛涓庡疄鐩樺悓姝ユ繁鍖?

• 鏇存繁鐨?broker read-only sync 鎵╁睍
• 鍥寸粫鐪熷疄 fill 鐨?reconciliation 杩愯惀闂幆
• 鐪熷疄浠撲綅椹卞姩鐨勫崐鑷姩鎵ц鍗忓悓

4.3 live adapter 鏈€缁堟斁閲忛樁娈?

• real-live readiness 鏈€缁堥獙鏀?- operator confirmation protocol 鐨勭湡瀹炰笅鍗曢樁娈甸獙鏀? 璇存槑锛?- 杩欎簺涓嶆槸鈥滃繕浜嗗仛鈥濓紝鑰屾槸褰撳墠闃舵鏄庣‘寤跺悗銆?

5. 寤鸿鐨勪笅涓€鎵?backlog 椤哄簭

濡傛灉缁х画鍥寸粫鈥滃垎鏋愬姪鎵嬧€濅富绾挎帹杩涳紝寤鸿椤哄簭濡備笅锛?

1. archive 闀挎湡瓒嬪娍娣卞寲
2. `archive 娣辨绱㈡繁鍖朻
3. external context 娣卞眰瑙嗚璇佹嵁澧炲己
4. `workflow archive 娣辨ˉ鎺ユ繁鍖朻

6. 寤鸿鐨勪笅涓€鍒€鏈€灏忛棴鐜垏鐗?

鎺ㄨ崘涓嬩竴杞洿鎺ヤ粠杩欎竴鍒€寮€濮嬶細

B7 archive deep retrieval deepening / preset persistence starter slice

寤鸿鑼冨洿锛?

• 为 digest / workflow query preset 增加持久化 starter fields
• 深化 structured export summary 粒度
• 增加跨 profile 结果排序 / 聚合 follow-up
• 淇濇寔鍙锛屼笉鏀瑰彉浜ゆ槗鏉冮檺涓庝富鍒嗘瀽鍐崇瓥杈圭晫
• 瀹屾垚 focused validation + 蹇呰 deploy/smoke + 鍥炲啓 SESSION.md / TASKS.md

7. 鏈€缁堢粨璁?

鎴嚦褰撳墠浠ｇ爜鐘舵€侊細

8. 2026-05-15 O2 Addendum

• O2 archive long-range trend deepening / baseline persistence starter slice 已完成。
• 当前已具备：
  • digest / workflow baseline pin 持久化 starter fields
  • long-range trend story starter summary
  • cockpit Save Baseline / Save Workflow Baseline
• 下一刀最小闭环切片改为：
  • B7 archive deep retrieval deepening / preset persistence starter slice

9. 2026-05-15 B7 Addendum

• B7 archive deep retrieval deepening / preset persistence starter slice 已完成。
• 当前已具备：
  • archive query preset 持久化 starter fields
  • cross-profile archive retrieval starter summary
  • deeper structured export summary starter fields
  • cockpit Save Digest Defaults / Use Saved Digest Defaults / Save Workflow Defaults / Use Saved Workflow Defaults
• 下一刀最小闭环切片改为：
  • E12 external context visual evidence extension / screenshot readiness starter slice

10. 2026-05-15 E12 Addendum

• E12 external context visual evidence extension / screenshot readiness starter slice 已完成。
• 当前已具备：
  • screenshot readiness summary
  • capture surface screenshot status / browser capture status starter fields
  • cockpit Open Screenshot Surface
• 下一刀最小闭环切片改为：
  • W9 workflow archive deep bridge extension / bundle export persistence slice

11. 2026-05-15 W9/O3 Addendum

• W9 workflow archive deep bridge extension / bundle export persistence slice 已完成。
• O3 archive long-range trend unification / operator overview slice 已完成。
• 当前已具备：
  • persisted workflow bridge state
  • unified archive operator overview
  • cockpit Persist Bridge State
• 下一刀最小闭环切片改为：
  • B8 archive deep retrieval deepening / ranked aggregation slice

12. 2026-05-16 B8 Addendum

• B8 archive deep retrieval deepening / ranked aggregation slice 已完成。
• 当前已具备：
  • digest / workflow archive ranked_aggregation_summary
  • review-packet decision_assistant_summary 内的 archive ranked aggregation continuity
  • cockpit archive top profile / archive top kind / workflow top profile / workflow top session / workflow top phase
  • unified archive operator overview continuity with ranked archive retrieval
• 关闭说明：
  • 本地 focused/full validation 已通过
  • 远端字段 smoke 已确认 ranked aggregation 与 operator overview 在线
  • 标准 run_remote_ops_smoke.py 曾被 unattended_harness -> maintenance_summary/runtime_environment 环境 blocker 卡住
  • 2026-05-16 在代理恢复后，标准 closure gate 已恢复 passed
• 下一步：
  • 重新刷新本清单中的剩余 backlog，再选择新的最小闭环切片

13. 2026-05-16 W10 Addendum

• W10 workflow archive group bundle export / day-session bridge slice 已完成。
• 当前已具备：
  • workflow archive day-group bundle export
  • workflow archive session-group bundle export
  • workflow_group_bundle export scope
  • cockpit Export Day Bundle / Export Session Bundle
• 仍未完成的 workflow 深桥接缺口收敛为：
  • compare 结果回写为结构化 replay note / persisted writeback
• 下一刀最小闭环切片改为：
  • W11 workflow archive compare writeback / structured replay note persistence slice

14. 2026-05-16 W11 Addendum

• W11 workflow archive compare writeback / structured replay note persistence slice 已完成。
• 当前已具备：
  • workflow compare replay note writeback
  • compare replay note persisted bridge summary
  • cockpit Persist Compare Replay Note / Prefill Saved Compare Note
  • review-packet 内的 compare writeback persistence readback
• 说明：
  • workflow archive 深桥接链路中，“compare 结果回写为结构化 replay note / persisted writeback”这一缺口已收口
• 下一刀最小闭环切片改为：
  • B9 archive structured export deepening / selection provenance slice

15. 2026-05-16 B9 Addendum

• B9 archive structured export deepening / selection provenance slice 已完成。
• 当前已具备：
  • digest/workflow archive export selection_provenance_summary
  • export scope / filter / snapshot selection provenance fingerprint
  • cockpit export provenance / workflow export provenance / selection fingerprint
• 说明：
  • archive structured export 现在不再只是“导出结果本身”，也会说明结果是按什么选择链路导出的
• 下一刀最小闭环切片改为：
  • O4 archive long-range trend deepening / baseline delta story slice

16. 2026-05-16 O4 Addendum

• O4 archive long-range trend deepening / baseline delta story slice 已完成。
• 当前已具备：
  • digest/workflow baseline delta status
  • digest/workflow baseline delta story
  • operator overview baseline delta story readback
• 下一刀最小闭环切片改为：
  • E13 external context story summaries / capture guidance slice

17. 2026-05-16 E13/E14 Addendum

• E13 external context story summaries / capture guidance slice 已完成。
• E14 visual evidence bridge story slice 已完成。
• 当前已具备：
  • provider health story
  • capture surface story
  • screenshot readiness story
  • visual evidence bridge story
• 下一刀最小闭环切片改为：
  • E15 external context visual evidence provenance / surface selection history slice

18. 2026-05-16 E15/E16 Addendum

• E15 external context visual evidence provenance / surface selection history slice 已完成。
• E16 external context surface history browser / reopen action slice 已完成。
• 当前已具备：
  • persisted external context surface selection history
  • review-packet external surface history readback
  • cockpit surface history / surface history story
  • Reopen Surface action
• 下一刀最小闭环切片改为：
  • E17 external context surface history grouping / dominant-surface summary slice

19. 2026-05-16 E17 Addendum

• E17 external context surface history grouping / dominant-surface summary slice 已完成。
• 当前已具备：
  • surface history grouping
  • dominant surface summary
  • dominant source-group summary
  • cockpit dominant surface / dominant surface story
• 下一刀最小闭环切片改为：
  • E18 external context surface history recency / revisit prompt slice

20. 2026-05-16 E18 Addendum

• E18 external context surface history recency / revisit prompt slice 已完成。
• 当前已具备：
  • surface history recency status
  • revisit-needed flag
  • revisit prompt / revisit target
  • cockpit surface history recency / surface revisit prompt / Reopen Latest Surface
• 下一刀最小闭环切片改为：
  • E19 external context surface history cadence / revisit queue slice

21. 2026-05-16 E19 Addendum

• E19 external context surface history cadence / revisit queue slice 已完成。
• 当前已具备：
  • surface history cadence status / cadence story
  • revisit queue / revisit queue count
  • next revisit prompt
  • cockpit surface history cadence / revisit queue count / Reopen Revisit
• 下一刀最小闭环切片改为：
  • E20 external context surface history revisit resolution / acknowledgment slice

22. 2026-05-16 E20 Addendum

• E20 external context surface history revisit resolution / acknowledgment slice 已完成。
• 当前已具备：
  • revisit acknowledgment persistence
  • acknowledged revisit count / latest acknowledged surface readback
  • revisit queue acknowledged removal
  • cockpit acknowledged revisits / Acknowledge Revisit
• 下一刀最小闭环切片改为：
  • E21 external context revisit resolution history / cleared-queue summary slice

23. 2026-05-16 E21 Addendum

• E21 external context revisit resolution history / cleared-queue summary slice 已完成。
• 当前已具备：
  • resolution history / resolution history count
  • cleared-queue status / cleared-queue story
  • latest acknowledged metadata readback
  • cockpit cleared queue status / resolution history count / Reopen Cleared Surface
• 下一刀最小闭环切片改为：
  • E22 external context revisit acknowledgment note / resolution filter slice

24. 2026-05-16 E22 Addendum

• E22 external context revisit acknowledgment note / resolution filter slice 已完成。
• 当前已具备：
  • acknowledgment note persistence
  • resolution filter summary
  • latest acknowledged note readback
  • cockpit Acknowledge With Note / All Resolved / With Resolution Note / Without Resolution Note
• 下一刀最小闭环切片改为：
  • E23 external context resolution note gap / acknowledgment filter follow-up slice

25. 2026-05-16 E23 Addendum

• E23 external context resolution note gap / acknowledgment filter follow-up slice 已完成。
• 当前已具备：
  • note-gap queue summary
  • acknowledgment-by filter option
  • acknowledgment note follow-up action
  • cockpit Add Resolution Note / All Resolved / With Resolution Note / Without Resolution Note
• 下一刀最小闭环切片改为：
  • E24 external context resolution owner filter / note-gap queue summary slice

26. 2026-05-16 E24 Addendum

• E24 external context resolution owner filter / note-gap queue summary slice 已完成。
• 当前已具备：
  • resolution owner counts in summary
  • active resolution filter visibility
  • note-gap queue summary visibility
  • cockpit resolution owners / active resolution filter / Reopen Note Gap
• 下一刀最小闭环切片改为：
  • E25 external context resolution owner spotlight / note-gap aging slice

27. 2026-05-16 E25 Addendum

• E25 external context resolution owner spotlight / note-gap aging slice 已完成。
• 当前已具备：
  • owner spotlight / owner spotlight prompt
  • note-gap oldest item / average aging
  • cockpit owner spotlight / owner spotlight count / note gap avg age
• 下一刀最小闭环切片改为：
  • E26 external context resolution owner cadence / note-gap priority lane slice

28. 2026-05-16 E26 Addendum

• E26 external context resolution owner cadence / note-gap priority lane slice 已完成。
• 当前已具备：
  • owner cadence status / average gap / cadence story
  • note-gap priority lane status / count / items
  • cockpit owner cadence / priority lane status / Open Priority Surface
• 下一刀最小闭环切片改为：
  • E27 external context resolution owner trend / priority-lane resolution story slice

29. 2026-05-16 E27 Addendum

• E27 external context resolution owner trend / priority-lane resolution story slice 已完成。
• 当前已具备：
  • owner trend status / owner trend story
  • priority-lane resolution story
  • cockpit owner trend / owner trend story / priority lane story
• 下一刀最小闭环切片改为：
  • E28 external context resolution owner handoff / priority-lane carry-forward slice

30. 2026-05-17 E28/E29 Addendum

• E28 external context resolution owner handoff / priority-lane carry-forward slice 已完成。
• E29 external context resolution carry-forward aging / owner handoff follow-up slice 已完成。
• 当前已具备：
  • owner handoff status / story
  • owner handoff follow-up status / story
  • carry-forward aging status / story
  • cockpit owner handoff / owner handoff follow-up / carry-forward aging
• 下一刀最小闭环切片改为：
  • E30 external context resolved-owner drift / carry-forward follow-up lane slice

31. 2026-05-17 E30 Addendum

• E30 external context resolved-owner drift / carry-forward follow-up lane slice 已完成。
• 当前已具备：
  • resolved-owner drift status / story
  • carry-forward follow-up lane status / count / story
  • cockpit resolved owner drift / follow-up lane status / Open Follow-Up Lane
• 说明：
  • 本轮顺手修正了锚点重复问题，移除了会把下一刀误导回 E28/E29 的重复记录。
• 下一刀最小闭环切片改为：
  • E31 external context resolved-owner drift review / follow-up lane rollover slice

32. 2026-05-17 E31 Addendum

• E31 external context resolved-owner drift review / follow-up lane rollover slice 已完成。
• 当前已具备：
  • resolved-owner drift review status / story
  • carry-forward follow-up lane rollover status / story
  • cockpit resolved owner drift review / follow-up lane rollover / Open Rollover Surface
  • market stream proxy -> direct websocket fallback hardening
• 关闭说明：
  • 网络恢复后，远端 192.168.3.73:10808 对 192.168.3.90 已恢复可达
  • unattended_harness 已恢复 passed
  • 标准 run_remote_ops_smoke.py 已恢复 9/9 passed
• 下一刀最小闭环切片改为：
  • E32 external context resolved-owner drift review queue / rollover prompt slice

33. 2026-05-17 E32 Addendum

• E32 external context resolved-owner drift review queue / rollover prompt slice 已完成。
• 当前已具备：
  • resolved-owner drift review queue status / count / story
  • carry-forward lane rollover prompt
  • cockpit drift review queue / rollover prompt / Open Drift Review
• 下一刀最小闭环切片改为：
  • E33 external context resolved-owner drift review queue aging / rollover handoff slice

34. 2026-05-17 E33 Addendum

• E33 external context resolved-owner drift review queue aging / rollover handoff slice 已完成。
• 当前已具备：
  • drift review queue aging status / story
  • rollover handoff status / story / prompt
  • cockpit drift review queue aging / rollover handoff / Open Rollover Handoff
• 结论：
  • external context 这条 deep visual evidence / surface-history / resolution 长尾线现已完整闭环。
  • 当前这份增强计划里，不再保留 external context 的活动切片指针。
• 下一步：
  • 继续开发前，先刷新本清单其余部分的真实状态，再重新开新的非 external-context backlog。

35. 2026-05-17 Backlog Refresh Addendum

• 本轮刷新后，external context 长尾线已完整闭环，不再保留活动切片指针。
• 同时按当前代码与锚点对齐，以下两条也按当前计划粒度视为已闭环：
  • workflow archive deep bridge / export bridge line
  • archive long-range trend / operator overview line
• 因此，当前仍保留为活动 backlog 的非 external context 方向只剩：
  • archive deep retrieval / structured export normalization
• 新的下一刀最小闭环切片改为：
  • B10 archive export schema normalization / bundle manifest slice

36. 2026-05-17 B10 Addendum

• B10 archive export schema normalization / bundle manifest slice 已完成。
• 当前已具备：
  • digest / workflow export decision_assistant_archive_export_v4
  • normalized bundle_manifest
  • normalized structured_export_summary
  • cockpit bundle manifest / workflow bundle manifest / manifest sections
• 结论：
  • 按当前这份增强计划的粒度，活动 backlog 已不再剩下明确的非延期主线切片。
• 下一步：
  • 继续开发前，先重新整理并刷新新的 backlog 文档，再决定新的产品方向。

21. 2026-05-16 E19 Addendum

• E19 external context surface history cadence / revisit queue slice 已完成。
• 当前已具备：
  • surface history cadence status / cadence story
  • revisit queue / revisit queue count
  • next revisit prompt
  • cockpit surface history cadence / revisit queue count / Reopen Revisit
• 下一刀最小闭环切片改为：
  • E20 external context surface history revisit resolution / acknowledgment slice

11. 2026-05-15 W9 Addendum

• W9 workflow archive deep bridge extension / bundle export persistence slice 已完成。

• 当前已具备：

  • persisted workflow bridge state
  • handoff / replay / artifact bundle starter persistence
  • workflow bridge persistence summary in cockpit

• 下一刀最小闭环切片改为：

  • O3 archive long-range trend unification / operator overview slice

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