TASK.md

AI 闀跨瘒鎴愪功褰撳墠鎵ц璁″垝锛堝皬鐧界敤鎴峰鍚戯級

鏇存柊鏃堕棿锛?026-05-02 閫傜敤鑼冨洿锛氬綋鍓?AI-Novel-Writing-Assistant2 浠ｇ爜搴撶幇鐘? 鐩爣鐢ㄦ埛锛氬畬鍏ㄤ笉鎳傚啓浣溿€佸笇鏈涢€氳繃 AI 寮曞鎴栧叏鑷姩瑙勫垝瀹屾垚鏁存湰灏忚鍒涗綔鐨勭敤鎴? 褰撳墠瀹氫綅锛氬己杈呭姪鍨?AI 灏忚宸ヤ綔鍙? 鐩爣瀹氫綅锛氬彲绋冲畾甯﹀皬鐧藉畬鎴愭暣鏈腑闀跨瘒灏忚鐨?AI 瀵兼紨绯荤粺

2026-05-01 鑷姩瀵兼紨鍏ㄨ嚜鍔ㄤ富閾炬敹鍙?

鏈疆鎶?full_book_autopilot 鐨勬湭鏀跺彛椤圭户缁悜鈥滄柊鎵嬩竴鍙ユ兂娉曞埌鏁存湰灏忚鑷姩鎺ㄨ繘鈥濋潬鎷細鏅€氳川閲忓缓璁€佸彲淇瀹℃牎闂鍜岃嚜鍔ㄦ帹杩涗腑鐨勭姸鎬佹彁妗堜笉鍐嶄紭鍏堜氦缁欑敤鎴峰垽鏂紝鑰屾槸鐢?AI 杩涘叆缁х画銆佷慨澶嶃€佹暣绔犻噸淇垨閲嶈鍒掞紱鍙湁妯″瀷涓嶅彲鐢ㄣ€佹暟鎹簱/绉熺害杩炵画澶辫触銆佸彈淇濇姢鐢ㄦ埛姝ｆ枃鍐茬獊鍜屾暟鎹畨鍏ㄩ闄╂墠鍋滃埌寰呮仮澶嶃€?

宸插畬鎴愭敹鍙ｏ細

• 鑷姩瀵兼紨缁х画绛栫暐锛歚full_book_autopilot` 閬囧埌鏅€?pending state proposal 涓旀病鏈夊鏍＄‖闂鏃讹紝浼氱户缁珷鑺傚啓浣滐紱鐪熸闇€瑕佸鏍哥殑椋庨櫓浠嶄細闃绘柇鍒版仮澶嶈竟鐣屻€?
• 绔犺妭璐ㄩ噺闄嶇骇閾撅細灞€閮ㄨˉ涓佸け璐ュ悗鑷姩鍗囩骇鏁寸珷閲嶄慨锛岄噸淇悗閲嶆柊瀹℃牎锛涢伩鍏嶁€滅洰鏍囩墖娈典笉瀛樺湪鈥濅竴绫婚棶棰樻妸鏁存湰涔﹀崱姝汇€?
• 绔犺妭璐ㄩ噺棰勭畻锛氬悓涓€璐ㄩ噺澶辫触绛惧悕浼氭寜鈥滃眬閮ㄤ慨澶?-> 鏁寸珷閲嶅啓 -> 褰撳墠绐楀彛閲嶈鍒?-> 纭仮澶嶁€濆崌绾э紝閬垮厤绗?5銆? 绔犺繖绫绘牱鏈弽澶嶇儳鍚屼竴杞?LLM銆?
• 璐ㄩ噺鎸囨爣璇箟锛歚repetition` 宸茬粺涓€涓衡€滈噸澶嶆帶鍒跺垎鈥濓紝楂樺垎浠ｈ〃閲嶅灏戙€佽川閲忓ソ锛涚珷鑺傞€氳繃閫昏緫鎸夎繛璐€с€侀噸澶嶆帶鍒躲€佸惛寮曞姏鍜屾€诲垎鍚屼竴鍙ｅ緞鍒ゆ柇銆?
• 椋庢牸鍙傝€冮槻姹℃煋锛氬啓娉曞弬鑰冧細鍏堝噣鍖栨垚鎶借薄鍐欐硶鎸囧鍜岀姝㈡硠闇插疄浣擄紝姝ｆ枃鐢熸垚涓嶅啀鐩存帴娉ㄥ叆婧愪綔鍝佽鑹层€佸湴鍚嶅拰涓撴湁绉拌皳锛涘鏍″彂鐜版簮浣滃搧姹℃煋浼氳Е鍙戞暣绔犻噸鍐欍€?
• LLM 璺敱涓庤处鏈細鍐欎綔銆佽交瀹°€佷弗鏍煎鏍°€佷慨澶嶃€侀噸瑙勫垝鍜岀姸鎬佽В鏋愬紑濮嬫寜 route 璁板綍锛涙病鏈夊崟鐙己妯″瀷閰嶇疆鏃朵細鏍囪闄嶇骇鎵ц锛屾柟渚挎帓鏌ヨ川閲忓拰鎴愭湰銆?
• Worker 绉熺害鎭㈠锛氭暣鏈嚜鍔ㄦ帹杩涗换鍔＄殑鍚庡彴鍛戒护绉熺害杩囨湡鍚庝細浼樺厛鑷姩閲嶆柊鎺掗槦锛屼粠鏈€杩戝畨鍏ㄨ繘搴︾户缁紱杩炵画澶辫触瓒呰繃闃堝€兼墠杩涘叆寰呮仮澶嶃€?
• 缂哄皯鑺傚 / 鎷嗙珷璧勬簮鑷姩琛ラ綈鍏ュ彛锛氱洰鏍囪寖鍥磋繕缂烘媶绔犺祫婧愭椂锛岃嚜鍔ㄥ婕斾細杞负 auto_backfill_structured_outline锛屽叏涔﹁嚜鍔ㄦ帹杩涗細鍏堣 AI 琛ラ綈绔犺妭鎷嗗垎鍐嶅洖鍒扮珷鑺傛墽琛岋紱鎵嬪姩 / 鍗婅嚜鍔ㄦā寮忎細鎻愪緵鈥滆 AI 琛ラ綈绔犺妭鎷嗗垎鍚庣户缁€濈殑鍏ュ彛銆?
• Projection 鍙В閲婂悎鍚岋細杩愯鎶曞奖宸茶緭鍑?blockingReason銆乣recommendedAction銆乣isAutopilotRecoverable銆乣progressBreakdown銆乣visibleRiskBadges 鍜屾仮澶嶅喅绛栨灇涓撅紝鍓嶇涓嶅啀闇€瑕佽嚜宸辩寽闃诲鍘熷洜銆侀闄╂爣绛惧拰缁煎悎杩涘害銆?
• 杩涘害璐︽湰鎷嗗垎锛氫换鍔￠潰鏉垮拰杩涘害闈㈡澘浼氬尯鍒嗚鍒掕繘搴︺€佺珷鑺傛墽琛岃繘搴︺€佽川閲忎慨澶嶈繘搴﹀拰褰撳墠鍔ㄤ綔杩涘害锛屾暣鏈繘搴︿紭鍏堟寜鍙户缁珷鑺傛暟璁＄畻銆?
• 鍓嶇鐘舵€佸悓姝ワ細绔犺妭鍒楄〃浼氭妸缁撴瀯鍖?riskFlags 杞垚涓枃椋庨櫓鏍囩锛屼笉鍐嶆樉绀哄師濮?JSON锛涚珷鑺傛鏂囧凡缁忓紑濮嬬敓鎴愭椂锛屽乏渚ф祦绋嬩細璺熼殢鍚庡彴鐪熷疄鑺傜偣鏄剧ず鈥滅珷鑺傛墽琛屸€濊繘琛屼腑銆?
• 绔犺妭淇鐘舵€佹敹鏁涳細鏈€鏂拌川閲忛棴鐜垽瀹氬彲缁х画鏃讹紝浼氭竻鐞嗘棫 needs_repair 灞曠ず璺緞锛涘巻鍙叉暟鎹粛鏈啓鍥炴椂锛屼篃浼氭寜鏈€鏂拌川閲忕粨鏋滆烦杩囦慨澶嶇エ鎹拰鈥滀竴閿慨澶嶁€濆叆鍙ｃ€?
• 鑷姩瀵兼紨鍒跺搧淇濇姢杈圭晫鏀舵暃锛欰I 宸茬敓鎴?/ 宸蹭慨澶嶆鏂囦笉鍐嶈璇垽涓虹敤鎴锋墜鍐欏彈淇濇姢姝ｆ枃锛涘巻鍙蹭慨澶嶇エ鎹湪褰撳墠宸ヤ綔鍖轰笉鍐嶉渶瑕佹椂浼氳嚜鍔ㄥけ鏁堬紝閬垮厤缁х画瀵兼紨鍙堝仠鍥炲凡淇珷鑺傘€?
• 鍏ㄤ功鑷姩鎺ㄨ繘鐨勬祦姘寸嚎绛栫暐宸茶ˉ榻愶細绔犺妭鎵归噺浠诲姟浼氭寔涔呭寲骞舵仮澶?full_book_autopilot 鎺у埗绛栫暐鍜屽啓娉曢厤缃紝缁х画/鎭㈠鍚庝笉浼氶€€鍥炰汉宸ュ鏍告ā寮忥紱瀹℃牳闃绘柇妫€鏌ヤ篃涓嶄細鍐嶆彁鍓嶆妸绔犺妭鍐欐垚鈥滅敓鎴愪腑鈥濈殑鐭涚浘鐘舵€併€?
• 鍏ㄤ功璐ㄩ噺鍊虹户缁瓥鐣ワ細full_book_autopilot 閬囧埌閲嶅閲嶈鍒掓垨鑷姩淇鑰楀敖鏃讹紝涓嶅啀鐩存帴鍋滅粰鏂版墜鐢ㄦ埛锛岃€屾槸鎶婂綋鍓嶇珷鐧昏涓鸿川閲忓緟鍥炴敹骞剁户缁帹杩涘悗缁珷鑺傦紱鐩稿叧浜嬩欢浼氳繘鍏ヨ繍琛屾椂闂寸嚎鍜屼换鍔＄瀛愶紝閬垮厤鎭㈠鍚庨噸澶嶆秷鑰楀悓涓€杞?LLM銆?
• 寰幆璁℃暟鐘舵€佹敹鍙ｏ細鑷姩鎵ц鐘舵€佷細淇濈暀 circuit breaker 璁℃暟銆佽川閲忓€虹珷鑺傚拰璐ㄩ噺鍊烘憳瑕侊紝閬垮厤缁х画/鎭㈠鍚庢妸鍚岀被闂閲嶆柊褰撴垚绗竴娆″け璐ュ鐞嗐€?
• 鍏ㄤ功绾ц川閲忛绠楄处鏈粏鍖栵細鑷姩鎵ц鐘舵€佸凡淇濈暀 qualityLoopLedger锛屽悓涓€闂浼氭寜 issueSignature + blockingLedgerKeys + affectedChapterWindow 褰掑苟锛岃褰曞眬閮ㄤ慨澶嶃€佹暣绔犻噸鍐欍€佺獥鍙ｉ噸瑙勫垝鍜屾殏瀛樼户缁鏁帮紱Worker 鎭㈠鍚庝細娌跨敤杩欎唤璐︽湰锛屼笉鎶婂悓涓€杞棶棰橀噸鏂板綋浣滈娆″け璐ャ€?
• 鍗婅嚜鍔ㄧ‘璁よ竟鐣屼慨姝ｏ細浣庨闄╄川閲忔彁閱掑湪鎵嬪姩/鍗婅嚜鍔ㄦā寮忎笅浼氳蛋鏄惧紡鎺堟潈鎴栦繚鐣欑‘璁わ紝涓嶅啀缁曡繃鐢ㄦ埛閫夋嫨锛涘叏涔﹁嚜鍔ㄦ垚涔︽ā寮忎粛鎸夆€滄櫘閫氶棶棰樿嚜鍔ㄥ鐞嗏€濇帹杩涖€?
• 鐘舵€佹彁妗?AI 鑷姩瑙ｆ瀽闂幆锛氭柊澧?director.state_proposal_resolution PromptAsset锛宍full_book_autopilot` 閬囧埌鏅€氫俊鎭姭闇层€佸叧绯诲彉鍖栧拰瑙掕壊璧勬簮鎻愭闃绘柇鏃讹紝浼氬厛鐢?AI 瑙ｆ瀽涓鸿嚜鍔ㄥ簲鐢ㄣ€佹殏瀛樺綊妗ｃ€佺獥鍙ｉ噸瑙勫垝鎴栦汉宸ユ仮澶嶏紱鍙俊鏅€氭彁妗堜細鑷姩鍐欏洖鐘舵€侊紝鍐茬獊鎻愭浼氳繘鍏ラ噸瑙勫垝锛屼綆缃俊搴﹀拰楂橀闄╄鐩栦粛鍋滃埌纭仮澶嶃€?
• 璐ㄩ噺鍊哄彲瑙ｉ噴灞曠ず锛氫换鍔￠潰鏉夸細鏄剧ず鈥滆川閲忓緟鍥炴敹鈥濈殑绔犺妭鑼冨洿鍜屽悗缁鐞嗘柟寮忥紝鐢ㄦ埛鑳界湅鎳傜郴缁熸槸鍦ㄥ厛鎺ㄨ繘鏁存湰涔︼紝鑰屼笉鏄棤澹拌烦杩囬棶棰樸€?
• 鍗曠珷璐ㄩ噺棰勭畻灞曠ず锛氫换鍔￠潰鏉裤€佽嚜鍔ㄥ婕旇繘搴﹀崱鍜?AI 宸ュ叿鐘舵€佷細璇诲彇鍚屼竴浠?qualityBudgetSummary锛屽睍绀哄綋鍓嶇珷鑺傜殑灞€閮ㄤ慨澶嶃€佹暣绔犻噸鍐欍€佺獥鍙ｉ噸瑙勫垝鐢ㄩ噺锛屼互鍙婂悓绫婚棶棰樹笅涓€姝ヤ細缁х画淇銆侀噸鍐欍€侀噸瑙勫垝杩樻槸杩涘叆璐ㄩ噺寰呭洖鏀躲€?
• 绔犺妭涓嬩竴姝ュ姩浣滄敹鍙ｏ細绔犺妭璐ㄩ噺闂幆鍒ゅ畾鍙户缁椂锛岀珷鑺傚崱鐗囦細浼樺厛鏄剧ず鈥滅户缁笅涓€绔犫€濇垨鈥滃啓鏈珷鈥濓紝閬垮厤璐ㄩ噺鍙户缁殑绔犺妭浠嶉湶鍑衡€滀竴閿慨澶嶁€濄€?
• 鍙椾繚鎶ゆ鏂囪竟鐣岋細娑夊強鐢ㄦ埛鏄庣‘淇濇姢鎴栨墜鍐欐鏂囩殑淇浠嶄笉鍏佽鑷姩瑕嗙洊锛岀户缁綔涓虹‖杈圭晫澶勭悊銆?

褰撳墠瀹屾垚搴﹀垽鏂細

• 鑷姩瀵兼紨 LLM 杩愯浼樺寲鏀跺彛锛氱害 88%銆?
• 鑷姩瀵兼紨鎭㈠ / 缁х画涓婚摼锛氱害 97%銆?
• full_book_autopilot 浠庝竴鍙ヨ瘽鎯虫硶鍒拌繛缁珷鑺傜敓鎴愪富閾撅細绾?95%銆?
• 闈㈠悜鏂版墜鐨?P0 鏁存湰鎴愪功鐩爣锛氱害 78%銆?

鍓╀綑寮€鍙戦」锛?

• 鐢ㄧ湡瀹炴牱鏈窇閫氳嚜鍔ㄥ婕旀柟鍚戦€夋嫨鍚庢棤浜哄€煎畧杩炵画鐢熸垚鍓?10 绔狅紝骞堕獙璇佷腑閫?Worker 閲嶅惎涓嶄細閲嶅鐢熸垚宸插畬鎴愮珷鑺傘€?
• 澧炲姞閽堝鍘嗗彶澶辫触鏍锋湰鐨勮嚜鍔ㄧ姸鎬佷慨澶嶅伐鍏凤細褰撴棫浠诲姟宸茬粡鐣欎笅 reviewed + generating銆佹棫 pending proposal 鎴栨棫 repair ticket 鏃讹紝鍏堢粰鍑烘潵婧愯瘖鏂紝鍐嶉€夋嫨涓€娆℃€т慨澶嶆垨閲嶆柊璺戝綋鍓嶆壒娆°€?
• 缁х画鍘嬬缉浠诲姟涓績銆佸伐浣滃彴妯箙銆佸乏渚ф祦绋嬩箣闂寸殑鐘舵€佸樊寮傦紝纭繚鍚屼竴鏈功鍙睍绀轰竴涓竻鏅颁富鍔ㄤ綔銆?
• 鐢ㄧ湡瀹為暱閾捐矾鏍锋湰妫€鏌ヨ川閲忓緟鍥炴敹闃熷垪鐨勬渶缁堝洖鏀舵晥鏋滐紝纭鈥滃厛缁х画鏁存湰銆佸悗闆嗕腑淇鈥濈殑绛栫暐涓嶄細璁╁悗缁珷鑺傜户鎵夸笉鍙帴鍙楃殑鐘舵€佸亸宸€?

P2-A-1 Desktop 瀹炴柦娓呭崟锛堟祻瑙堝櫒涓讳綋 + desktop 瀹夸富灞傦級

璇︾粏鏂规瑙侊細

• docs/plans/desktop-plan.md

褰撳墠鎵ц鍘熷垯锛?

• 娴忚鍣ㄧ缁х画浣滀负浜у搧涓讳綋锛屾闈㈢増鍙柊澧炲垎鍙戝叆鍙ｃ€?
• desktop/ 鍙壙鎷呭涓昏亴璐ｏ紝涓嶉噸鍐?client / server / shared 鏍稿績涓氬姟銆?
• 涓氬姟缁х画璧扮粺涓€ HTTP API锛屼笉鎶婄幇鏈変富閾炬敼閫犳垚 Electron-only IPC銆?
• 妗岄潰鍖栦笉寰楀弽鍚戞墦鏂綋鍓?P0 涓婚摼绋冲畾鎬ч獙鏀躲€?

褰撳墠闃舵鎷嗗垎锛?

1. Phase 0: desktop-ready core
2. Phase 1: desktop shell dev
3. Phase 2: first package MVP
4. Phase 3: hardening

褰撳墠杩涘害鍚屾锛?

• Phase 0 宸插熀鏈畬鎴愶細鍓嶇杩愯鏃跺凡鏀寔 web | desktop 鏉ユ簮鍒囨崲锛屾闈㈡ā寮忎笅 API 鍩哄潃鍙敱瀹夸富娉ㄥ叆锛涙暟鎹簱銆佹棩蹇椼€佺敓鎴愬浘鐗囩瓑鏍稿績璺緞宸插紑濮嬫寜搴旂敤鐩綍鎶借薄锛屼笉鍐嶅彧缁戝畾 repo 鐩稿璺緞銆?
• Phase 1 宸茶窇閫氬紑鍙戦棴鐜細desktop/ 瀹夸富楠ㄦ灦宸茶惤鍦?main.ts / preload.ts / runtime/server.ts / runtime/paths.ts锛宍pnpm dev:desktop` 宸插彲鎷夎捣 shared銆乻erver銆乧lient 涓?Electron 妗岄潰澹筹紝骞跺凡鍦ㄦ湰鏈烘垚鍔熸樉绀烘闈㈢獥鍙ｃ€?
• 妗岄潰寮€鍙戠幆澧冪殑鍘熺敓渚濊禆琛ラ綈閾惧凡鏀跺彛锛歚better-sqlite3 缂哄け缁戝畾鏃跺彲鍦ㄥ紑鍙戝噯澶囬樁娈佃嚜鍔ㄤ慨澶嶏紝electron 宸茬撼鍏?pnpm.onlyBuiltDependencies`锛岄伩鍏嶅啀娆″嚭鐜板崐瀹夎鐘舵€併€?
• 褰撳墠灏氭湭杩涘叆鍙垎鍙戞墦鍖呴樁娈碉細Windows 瀹夎鍖呫€佸墠绔瀯寤轰骇鐗╅殢鍖呴泦鎴愩€佹墦鍖呮€?server 鍏ュ彛銆侀鍚悜瀵间笌妗岄潰绔ā鍨嬮厤缃粛鏈畬鎴愶紝鍥犳 Phase 2 缁х画淇濇寔鏈紑濮嬮獙鏀躲€?

褰撳墠闃诲涓庢湭瀹屾垚锛?

• P2-A-1f 棣栧惎鍚戝 MVP 灏氭湭寮€濮嬶紝妗岄潰鐗堜粛渚濊禆寮€鍙戠幆澧冧笅宸叉湁閰嶇疆锛屾湭褰㈡垚鈥滃畨瑁呭悗鍥惧舰鍖栭厤缃ā鍨嬧€濈殑鏂版墜璺緞銆?
• P2-A-1g Windows 棣栦釜瀹夎鍖呭皻鏈紑濮嬶紝浠撳簱褰撳墠涔熸病鏈夋寮忕殑 Electron 鎵撳寘鍣ㄩ厤缃笌浜х墿鏍￠獙閾俱€?
• 鎵撳寘鎬佽祫婧愮粍缁囦粛鏈敹鍙ｏ細鍓嶇 client/dist 涓庢湇鍔＄鍚姩鍏ュ彛鐩墠浠嶅亸鍚?workspace / 婧愮爜杩愯鏂瑰紡锛屽皻鏈浆涓洪殢妗岄潰鍖呭垎鍙戠殑鐙珛杩愯妯″瀷銆?

褰撳墠 backlog锛?

• P2-A-1a 杩愯鏃堕厤缃娊璞★細宸插畬鎴愰杞惤鍦帮紱鍚庣画鍙ˉ妗岄潰鎵撳寘鎬佺殑閰嶇疆娉ㄥ叆涓庢牎楠屻€?
• P2-A-1b 鏁版嵁鐩綍鎶借薄锛氬凡瀹屾垚棣栬疆钀藉湴锛涘悗缁ˉ榻愭墦鍖呮€佸叏璺緞楠岃瘉涓庢洿澶氭闈笓灞炵洰褰曡兘鍔涖€?
• P2-A-1c server 鐢熷懡鍛ㄦ湡鎶借薄锛氬凡瀹屾垚寮€鍙戞€佸惎鍔?/ 鎺㈡椿 / 鍋滄涓婚摼锛涘悗缁ˉ榻愭墦鍖呮€佸叆鍙ｄ笌澶辫触璇婃柇銆?
• P2-A-1d 鏂板 desktop/ 瀹夸富楠ㄦ灦锛氬凡瀹屾垚鏈€灏忛鏋朵笌杩愯鏃惰矾寰勫眰銆?
• P2-A-1e 妗岄潰寮€鍙戝懡浠わ細宸插畬鎴愶紝pnpm dev:desktop 鍙敤銆?
• P2-A-1f 棣栧惎鍚戝 MVP锛氬彧鏆撮湶妯″瀷鎻愪緵鍟嗛€夋嫨銆丄PI Key 杈撳叆銆佸熀纭€妯″瀷閫夋嫨鍜岄粯璁よ祫婧愯ˉ榻愩€?
• P2-A-1g Windows 棣栦釜瀹夎鍖咃細瀹屾垚鍙畨瑁呫€佸彲鍚姩銆佸彲寮€涔︾殑鏈€灏忔闈㈢増锛屼笉鎶?RAG / Qdrant 浣滀负棣栧彂闃诲椤广€?

褰撳墠楠屾敹鏍囧噯锛?

• 闈炲紑鍙戠敤鎴锋棤闇€瀹夎 Node銆乸npm銆丳risma 鍗冲彲鍚姩妗岄潰鐗堛€?
• 鐢ㄦ埛棣栨鎵撳紑鍚庯紝鍙湪 3-5 鍒嗛挓鍐呭畬鎴愰厤缃苟寮€濮嬬涓€鏈功銆?
• 涓绘祦绋嬪彲璺戦€?`瀹夎 -> 棣栧惎鍚戝 -> 榛樿璧勬簮琛ラ綈 -> AI 鑷姩瀵兼紨寮€涔銆?
• Web / 婧愮爜杩愯璺緞缁х画鍙敤锛屾闈㈠寲涓嶇牬鍧忔祻瑙堝櫒涓讳綋銆?

褰撳墠鏄庣‘涓嶅仛锛?

• 涓嶄负妗岄潰鐗堥噸鍐欐牳蹇冧笟鍔￠€昏緫銆?
• 涓嶆妸鐜版湁 API 鏀归€犳垚 Electron-only IPC銆?
• 涓嶆妸 Qdrant銆丒mbedding銆佺煡璇嗗簱绱㈠紩鎶垚妗岄潰鐗堜竴鏈熺‖渚濊禆銆?
• 涓嶆妸妗岄潰鍖栬瑙ｆ垚鈥滄墦鍖呭紑鍙戣剼鏈悗缁х画璁╃敤鎴疯嚜宸遍厤鐜鈥濄€?

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1. 褰撳墠鍒ゆ柇

褰撳墠绯荤粺宸茬粡瀹屾垚浜嗕袱杞簳搴ф暣鍚堬紝涓嶅啀澶勪簬鈥滅己鍔熻兘鈥濈殑闃舵锛岃€屽浜庘€滅己榛樿闀块摼璺ǔ瀹氶棴鐜€濈殑闃舵銆?

宸茬粡鍏峰鐨勫叧閿兘鍔涘寘鎷細

• 灏忚椤圭洰銆佺珷鑺傘€佽鑹层€佷笘鐣岃銆佺煡璇嗗簱銆佹媶涔︾瓑鍩虹璧勪骇
• 涔︾骇 framing銆佹晠浜嬪畯瑙傝鍒?/ 绾︽潫寮曟搸銆佸姩鎬佽鑹茬郴缁?
• 鍗锋垬鐣ャ€佸嵎楠ㄦ灦銆佸嵎鍐呰妭濂忔澘銆佸綋鍓嶅嵎鎷嗙珷銆佺珷鑺傜粏鍖?
• 缁熶竴 Prompt Registry銆佺粺涓€绔犺妭鍐欎綔涓婁笅鏂囥€丳lanner銆丷untime銆佸闃呫€佷慨澶?
• 鐘舵€佸揩鐓с€佸紑鏀惧啿绐併€佸璁￠棶棰樸€侀噸瑙勫垝銆佷换鍔′腑蹇冦€丆reative Hub銆佹ā鍨嬭矾鐢?
• 浼忕瑪 / 鍥炴敹搴曞骇宸茬粡浠庢暎钀藉瓧娈垫帹杩涘埌鎸佷箙鍖栬处鏈樁娈碉細鍗风骇 openPayoffs銆佺珷鑺?payoffRefs銆佺姸鎬佸眰 foreshadowStates銆佸熀纭€鍐茬獊妫€娴嬩笌鏂扮殑 PayoffLedgerItem 璐︽湰寮€濮嬭繘鍏ュ悓涓€鏉℃秷璐归摼

褰撳墠鏈€閲嶈鐨勯棶棰樺凡缁忎笉鏄€滆繕鑳藉啀琛ヤ粈涔堝啓浣滄寜閽€濓紝鑰屾槸锛?

• 榛樿閾捐矾鏄惁鐪熺殑鑳界ǔ瀹氳窇閫?
• 宸茶惤鍦拌祫浜ф槸鍚︾湡鐨勮鍚庣画娑堣垂
• 鐘舵€併€佸璁°€侀噸瑙勫垝鏄惁鐪熺殑褰㈡垚闂幆
• 鏂伴」鐩拰鏃ч」鐩槸鍚﹂兘鑳界ǔ瀹氬畬鎴愬悓涓€鏉℃暣涔︽帹杩涢摼

鏈疆鍚屾缁撹锛?

• 浠诲姟鐘舵€佸彲瑙ｉ噴鎬х殑鍩虹鍚堝悓宸茶繘鍏ヤ富閾撅細displayStatus / blockingReason / resumeAction / lastHealthyStage 宸叉帴鍏ヨ嚜鍔ㄥ婕斾换鍔℃憳瑕併€佷换鍔′腑蹇冦€侀椤典笌灏忚鍒楄〃锛屽悗缁噸鐐硅浆涓鸿ˉ榻?pendingReviewCount / nextAction 杩欑被鏇寸粏绮掑害鐘舵€?
• auto_to_ready 鍗曟鏌ョ偣璇箟宸插熀鏈垚绔嬶紝涓斿綋鍓嶇郴缁熷凡瓒呭嚭鏃ф柟妗堣繘鍏?auto_to_execution锛涗笉鍐嶆妸鈥滃彧璺戝埌 chapter_batch_ready鈥濇湰韬綋浣滄柊鐨勪富寰呭姙
• 褰撳墠鏈€鍊煎緱浼樺厛鎺ㄨ繘鐨勭ǔ瀹氭€ф敹鍙ｉ泦涓湪锛氱珷鑺傜粏鍖栧彲鐢ㄦ€ч棬绂併€佽交閲?taskSheet 鎵ц鎽樿涓庨潪闃诲 artifactHealth銆侀樁娈电骇妯″瀷璺敱涓?fallback銆侀粯璁?patch_first 淇锛屼互鍙?缁熶竴鐘舵€佹簮 + 鐘舵€侀┍鍔ㄧ敓鎴?+ 鎵嬪姩/瀵兼紨鍏辩嚎 鍚戜功绾у墠鍗婃鍜岀湡瀹炴暟鎹摼璺户缁敹鍙?
• 2026-04-30 褰撳墠鍒嗘敮闃舵鎬荤粨锛氳嚜鍔ㄥ婕?Runtime MVP 搴曞骇绾﹀畬鎴?85%锛涙寜瀹屾暣缁熶竴杩愯鏃剁洰鏍囪　閲忕害瀹屾垚 70%锛涙寜瀹屾暣 P0鈥滆鏂版墜绋冲畾瀹屾垚鏁存湰灏忚鈥濅骇鍝佺洰鏍囪　閲忕害瀹屾垚 55%-60%
• 鑷姩瀵兼紨涓绘墽琛岄摼褰撳墠浠嶄笉鏄?LangGraph锛汱angGraph 宸茶繘鍏?DirectorLangGraphPilot 浣庨闄╄瘯鐐癸紝鍚庣画鍙綔涓虹紪鎺掋€乮nterrupt銆乺esume銆乼race 澶栧３鎺ュ叆
• 鏈嶅姟閲嶅惎鍚庣殑鑷姩瀵兼紨绛栫暐宸茶皟鏁翠负鈥滄爣璁板緟鎵嬪姩鎭㈠ -> 鐢ㄦ埛纭 -> 浠庣湡瀹炶祫浜ф柇鐐圭户缁€濓紝涓嶅仛鍚庡彴闈欓粯鑷姩缁窇
• 灏忚瀹炰綋閾捐矾涓庤嚜鍔ㄥ婕旀墽琛岄摼璺凡瀹屾垚棣栬疆杈圭晫鏀跺彛锛氬皬璇寸紪杈戦〉 taskId 涓撳睘鑷姩瀵兼紨浠诲姟锛屾墜鍔ㄧ紪杈戝伐浣滄祦鏀圭敤 workspaceTaskId锛屽悗绔?bootstrap 浼氭嫆缁濊法 lane 澶嶇敤鍚屼竴涓?workflow task锛岄伩鍏?manual_create 涓?auto_director 浜掔浉姹℃煋鐘舵€?
• 2026-04-29 宸茬‘璁よ嚜鍔ㄥ婕旀仮澶?缁х画鎸傝捣灞炰簬鏋舵瀯绾ч棶棰橈細Web API 鎺у埗闈笌鑷姩瀵兼紨鎵ц闈㈡病鏈夐殧绂伙紝閲嶅瀷 structured_outline / chapter_list 閾捐矾浼氭嫋浣忔櫘閫?API锛涘悓鏃惰繍琛屾€佹椿鍔ㄤ换鍔℃帴鍙ｄ笉鑳藉啀杩斿洖瀹屾暣 seedPayload / directorSession 澶у璞★紱涓撻」鏂规瑙?docs/plans/auto-director-execution-plane-isolation-plan.md
• 2026-04-30 褰撳墠鍒嗘敮宸插畬鎴愮涓€鐗堟墽琛岄潰闅旂銆佸懡浠ら槦鍒椼€佺嫭绔?Director Worker銆佽交閲?projection 杞銆乻tale lease 鑷姩閲嶆帓銆佺瓑寰呮仮澶嶄紭鍏堝睍绀哄拰绔犺妭鎵ц渚ф爮鐘舵€佸悓姝ワ紱涓嬩竴杞噸鐐逛笉鍐嶆墿鍏ュ彛锛岃€屾槸缁х画鏀跺彛鎵ц闈簩娆￠殧绂汇€佺湡瀹炴暟鎹洖褰掋€佽川閲忛棬绂佸拰灞€閮ㄤ慨澶嶉棴鐜?
• 2026-04-30 宸茶ˉ榻愪功绾ц嚜鍔ㄥ寲鐘舵€佹姇褰辩涓€鐗堬細涔﹂〉鍙寜灏忚鑱氬悎鑷姩瀵兼紨浠诲姟銆佸懡浠ゃ€佽繍琛屼簨浠躲€佽嚜鍔ㄧ‘璁よ褰曞拰浜х墿姒傚喌锛屽乏渚?AI 椹鹃┒鑸卞紑濮嬩互鈥滆繖鏈功鐨勬帹杩涚姸鎬佲€濅负涓昏灞曠ず杩涘睍锛屼换鍔′腑蹇冪户缁繚鐣欐墽琛岃鎯呭叆鍙?
• 2026-04-30 宸插畬鎴?P0-B 绔犺妭浠诲姟鍗曡川閲忛棬绂佺涓€鍒€锛歚purpose / boundary / taskSheet / sceneCards` 杩涘叆 shared 鍚堝悓銆佹湇鍔＄缁撴瀯鏍￠獙鍜?AI 璇箟鍙敤鎬ц瘎浼帮紱鍏ㄤ功鑷姩妯″紡涓嬪潖浠诲姟鍗曚細鑷姩閲嶇敓鎴栦慨澶嶏紝AI 鍓┚妯″紡鎵嶈繘鍏ョ‘璁よ竟鐣岋紱鍗疯鍒掑悓姝ュ埌绔犺妭鎵ц鍖哄墠浼氶樆鏂棤鏁堟墽琛屽悎鍚?
• 2026-04-30 宸插畬鎴?P0-B Patch-First 淇绛栫暐绗竴鍒€锛氱珷鑺傝嚜鍔ㄤ慨澶嶅拰鎵嬪姩淇鍏ュ彛榛樿鍏堢敓鎴愬彲瀹夊叏搴旂敤鐨勫眬閮ㄨˉ涓侊紝鍙湁 heavy_repair 绛夋槑纭噸鍐欒竟鐣屾墠杩涘叆鏁寸珷淇锛涙涔夌墖娈点€佺┖缁撴灉鍜屾暣绔犻噸鍐欒鍒掍細琚樆鏂紝閬垮厤鏅€氳川閲忛棶棰樼洿鎺ュ崌绾т负澶ц寖鍥磋鐩?
• 2026-04-30 宸插畬鎴?P0-B 璐ㄩ噺闂幆 MVP 绗竴鍒€锛氱珷鑺傚鏍″拰鎵归噺 pipeline 浼氭妸 chapter_retention_contract / continuity_state / rolling_window_review 璇勪及鎴愮粺涓€璐ㄩ噺闂幆鐘舵€侊紝璁板綍鍒扮珷鑺傞闄╂爣璁帮紝骞剁敤 patch_repair / replan / continue 椹卞姩鍚庣画澶勭悊
• 2026-04-30 宸插畬鎴?P0-E1 Artifact Ledger 鏌ヨ鐪熺浉灞傜涓€鍒€锛氫功绾?AI 椹鹃┒鑸卞紑濮嬫秷璐规寔涔呭寲浜х墿璐︽湰锛屽睍绀烘椿璺冦€佽繃鏈熴€佸彈淇濇姢銆佷慨澶嶉」銆佷緷璧栨暟閲忋€佹寜绫诲瀷姹囨€诲拰鏈€杩戜骇鐗╄褰?
• 2026-04-30 宸叉墿灞曠湡瀹炴暟鎹彧璇绘娊鏍峰璁★細闄ゆ棫椤圭洰鎺ョ銆佹仮澶嶄换鍔°€佺珷鑺傛壒娆°€佹墜鍔ㄦ敼鏂囧拰缂烘鏂囪处鏈熀绾垮锛屾柊澧炲€欓€夌‘璁ゃ€佹爣棰樹慨澶嶃€乺etry/resume/continue銆乧ancel 涓庡け璐?杩囨湡鍛戒护璇婃柇
• 2026-04-30 宸插畬鎴?P0-E 鐘舵€侀┍鍔?Replan 绗竴鍒€锛歚PlannerService.replan` 鐨勫疄闄呴噸瑙勫垝绐楀彛鏀圭敱 PromptAsset 缁撴瀯鍖?AI 杈撳嚭鍐冲畾瑙﹀彂鐞嗙敱銆佺珷鑺傞€夋嫨銆佺獥鍙ｇ悊鐢卞拰淇鎰忓浘锛岀‘瀹氭€т唬鐮佸彧鍋氬彲鐢ㄧ珷鑺傝繃婊や笌绐楀彛涓婇檺鏍￠獙

褰撳墠鍞竴涓荤嚎浠嶇劧鏄?P0锛?

璁╀竴涓畬鍏ㄤ笉浼氬啓浣滅殑鐢ㄦ埛锛岃緭鍏ヤ竴鍙ユā绯婄伒鎰熷悗锛岀郴缁熷彲浠ュ湪浣庤鐭ヨ礋鎷呬笅鎸佺画鎺ㄨ繘鏁存湰灏忚锛岃€屼笉鏄彧浼氬眬閮ㄧ敓鎴愬崟绔犮€?

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2. 宸插綊妗ｅ畬鎴愰」

浠ヤ笅妯″潡宸插畬鎴愪富寤鸿锛屽悗缁彧鍋氬眬閮ㄨˉ寮猴紝涓嶅啀浣滀负褰撳墠涓昏閲庡緟鍔炲睍寮€锛?

• P0-0a 鍩烘湰淇℃伅 / 涓栫晫鍒囩墖 / 鍐欐硶纭鍗囩骇
• P0-0b 瑙掕壊鍑嗗鍗囩骇涓哄姩鎬佽鑹茬郴缁?
• P0-0c 鏁呬簨涓荤嚎鍗囩骇涓哄嵎绾у伐浣滃彴
• P0-0d 缁撴瀯鍖栧ぇ绾插崌绾т负鍗风翰 / 绔犵翰鑱斿姩宸ヤ綔鍙?
• P0-2 缁熶竴鏁存湰鐢熸垚涓婚摼

鏈€杩戜竴杞凡鍙綊妗ｇ殑钀藉湴鎴愭灉锛?

• 鍗风骇鐗堟湰銆乨iff銆乮mpact銆乻ync銆佹棫鏁版嵁杩佺Щ鐨勬湇鍔＄鍚堝悓涓庤矾鐢卞洖褰掑凡琛ラ綈
• 绔犺妭瑙勫垝榛樿缁撴瀯婧愬凡鍒囧埌 `涔︾骇 framing + story macro + current volume window + 鍗风骇宸ヤ綔鍙癭
• 鏃?outline / structuredOutline 宸查檷绾т负鍏煎鎬ц縼绉诲弬鑰冿紝涓嶅啀鏄粯璁や富缁撴瀯婧?
• runtime package 涓庣粺涓€绔犺妭 contextPackage 宸叉帴鍏?planner / runtime / review / audit / repair 涓诲叆鍙?
• 鍔ㄦ€佽鑹茬郴缁熷凡杩涘叆 planner 缁撴瀯鍖栦笂涓嬫枃锛屼笉鍐嶅彧鍋滅暀鍦?digest / package 灞曠ず灞?
• 鑷姩瀵兼紨宸ヤ綔娴佸凡琛ヤ笂鏈嶅姟閲嶅惎鍚庣殑寰呮墜鍔ㄦ仮澶嶉摼锛屽苟宸茶秴鍑哄師 v1 璁″垝钀藉埌 auto_to_execution 涓庣幇鏈夐」鐩帴绠?
• 缁熶竴鐘舵€佷富骞茬殑绔犺妭鍚庡崐娈靛凡钀藉湴锛歚CanonicalStateService / StateCommitService / GenerationDecisionEngine / NovelProductionOrchestrator 宸叉帴鍏?chapter_preparation / chapter_execution / quality_repair`
• 浠诲姟鐘舵€佸彲瑙ｉ噴鎬у凡鎺ュ叆浠诲姟涓績銆侀椤点€佸皬璇村垪琛ㄤ笌鎭㈠寮圭獥锛屼笉鍐嶅彧鍋滅暀鍦ㄥ悗鍙扮姸鎬佸瓧娈?
• 褰撳墠鍗风珷鑺傛爣棰?鎽樿宸叉敼涓烘寜 beat 鍒嗗潡鐢熸垚锛屽苟鏀寔 single_beat 灞€閮ㄩ噸鐢熶笌绔犺妭 beatKey 缁戝畾
• 绔犺妭姝ｆ枃榛樿涓婚摼宸插洖閫€涓烘暣绔犱竴娆℃€х敓鎴愶紱鍦烘櫙瀛楁暟鎻愮ず鍜屽杞鏍￠噸璇曟鎹熷凡鍚屾鏀跺彛

褰掓。瑙勫垯锛?

• 宸插畬鎴愭ā鍧楀彧淇濈暀鈥滅姸鎬佺粨璁衡€濆拰鈥滃奖鍝嶈寖鍥粹€?
• 鏃х増缁嗚妭璇存槑缁熶竴閫氳繃 Git 鍘嗗彶杩芥函
• 褰撳墠姝ｆ枃涓嶅啀涓哄凡瀹屾垚妯″潡淇濈暀澶ф璁捐灞曞紑

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3. P0 鍞竴涓荤嚎

P0 鐨勭洰鏍囦笉鍙橈細

鎶婄郴缁熼噸蹇冧粠鈥滄枃鏈敓浜р€濊浆鍚戔€滈暱绡囧彊浜嬫帶鍒垛€濓紝浼樺厛淇濊瘉鏁存湰鎴愪功鐜囷紝鑰屼笉鏄眬閮ㄥ姛鑳藉瘑搴︺€?

P0 鐨勯粯璁や富閾剧粺涓€涓猴細

1. 涔︾骇 framing
2. 鏁呬簨瀹忚瑙勫垝 / 绾︽潫寮曟搸
3. `鍔ㄦ€佽鑹茬郴缁焋
4. `鍗锋垬鐣ュ缓璁甡
5. 鍗锋垬鐣?critique
6. `鍗烽鏋禶
7. `鍗峰唴鑺傚鏉縛
8. `褰撳墠鍗风珷鑺傚垪琛╜
9. 绔犺妭缁嗗寲 bundle
10. 绔犺妭鎵ц / runtime
11. state sync
12. narrative audit / replan

濡傛灉鍚庣画鏂板鑳藉姏鏃犳硶鑷劧鎺ュ叆杩欐潯涓婚摼锛屽氨涓嶅簲鎸よ繘褰撳墠 P0銆?

褰撳墠宸ョ▼绾︽潫鍚屾濡備笅锛?

• AI-first锛氭剰鍥捐瘑鍒€佷换鍔″垎绫汇€佽鍒掋€佽矾鐢便€佺粨鏋勫垽鏂瓑浜у搧鏍稿績琛屼负锛屼紭鍏堥€氳繃 AI 缁撴瀯鍖栬緭鍑哄疄鐜帮紝涓嶈兘闈犲叧閿瘝琛ㄣ€佺‖缂栫爜瑙勫垯鎴栦吉 AI fallback 鍏滃簳
• 鏂版墜浼樺厛锛氫紭鍏堥檷浣庤鐭ヨ礋鎷呫€佸噺灏戝墠缃喅绛栥€佹彁渚涢粯璁ゆ帹鑽愶紝鐩爣鏄鐢ㄦ埛瀹屾垚鏁存湰涔︼紝鑰屼笉鏄鐢ㄦ埛鎵嬪姩淇ˉ娴佺▼
• Prompt 娌荤悊锛氭柊澧炰骇鍝佺骇 prompt 鍙兘杩涘叆 server/src/prompting/锛屽苟鎸?PromptAsset 涓?registry 娌荤悊锛屼笉鍦ㄤ笟鍔℃湇鍔′腑缁х画鍐呰仈鎵╁啓

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4. 褰撳墠娲昏穬璁″垝锛圥0锛?

褰撳墠鏈畬鎴愬緟鍋氭竻鍗曪紙鎸変紭鍏堢骇锛?

浠ヤ笅 14 椤逛綔涓轰笅涓€杞嵆灏嗗紑鍙戦」鐩紝浼樺厛绾ч珮浜庢湰鑺傚悗缁巻鍙叉潯鐩細

1. `P0-E0 / 鎵ц闈㈤殧绂籤锛氱涓€鐗堝懡浠ゅ寲鍏ュ彛銆佺嫭绔?Director Worker銆佽交閲?runtime projection銆佹椿鍔ㄤ换鍔¤交閲忚鎯呭拰 API 淇濇椿鍥炲綊宸茶惤鍦帮紱Web API route 涓嶅緱鍐嶆柊澧炵洿鎺ユ墽琛岃嚜鍔ㄥ婕旈噸鍨嬮摼璺殑鍏ュ彛锛岃繍琛屾€佽疆璇笉寰楄繑鍥炲畬鏁存墽琛岄潰澶у璞°€?026-04-30 宸茶ˉ鍏咃細Worker 鍛戒护寮哄埗鐪熷疄鎭㈠锛宻tale lease 浼氬厛鑷姩閲嶆帓瀹夊叏鐨勭户缁?鎭㈠鍛戒护骞舵竻鐞嗘畫鐣?running step锛岄噸澶嶈繃鏈熷啀杩涘叆鎵嬪姩鎭㈠锛沜ontinue 榛樿涓嶅啀瑙﹀彂瀹屾暣 workspace / Artifact Ledger 鍒嗘瀽锛屽緟鎵嬪姩鎭㈠鐘舵€佷紭鍏堣鐩栤€滆繍琛屼腑鈥濆睍绀猴紝绔犺妭鎵ц寮€濮嬪悗宸︿晶娴佺▼浼氳窡闅忕湡瀹炴墽琛岄樁娈点€傚悗缁簩娆℃敹鍙ｇ户缁仛鐒?SQLite WAL銆佽繍琛屾€?delta 鎸佷箙鍖栥€佸墠绔寜鍙宸ヤ綔鍖哄埛鏂帮紝浠ュ強鍊欓€夌‘璁?鏍囬淇绛夋棫鍏ュ彛鐨?command 鍖栥€?
2. P0-E1 / 鎭㈠閾綻锛氬湪 Worker 璇箟涓嬬户缁ǔ瀹氳鍒掓仮澶嶉摼锛岃ˉ榻?volume_strategy骞傜瓑閲嶆斁銆佹寔涔呭寲鍗疯鍒掓仮澶嶅埌structured_outline` 鐨勭湡瀹炴暟鎹洖褰掋€?
3. P0-A / 鐪熷疄鏁版嵁锛氱湡瀹?Prisma 鎶芥牱鍥炲綊宸叉墿灞曞彧璇诲璁★紝瑕嗙洊鏃ч」鐩帴绠°€佹湇鍔￠噸鍚墜鍔ㄦ仮澶嶃€佺珷鑺傛壒閲忔墽琛屻€佸€欓€夌‘璁ゃ€佹爣棰樹慨澶嶅け璐ラ殧绂汇€乺etry/resume/continue/cancel 鍛戒护銆佹墜鍔ㄦ敼鏂囧奖鍝嶅拰缂烘鏂囪处鏈熀绾匡紱鍚庣画琛ョ湡瀹炲壇鏈?E2E 鏍锋湰鎵ц璁板綍銆?
4. P0-E1 / Artifact Ledger锛氬凡瀹屾垚鏌ヨ鐪熺浉灞傜涓€鍒€锛屼功绾ф姇褰卞彲鐩存帴璇诲彇鎸佷箙鍖栬处鏈殑 active/stale/protected/dependency/content hash 鍩虹鐘舵€侊紱鍚庣画琛ラ綈鍐欏叆浜嬩欢鍏ㄨ鐩栥€乴egacy backfill 瀹¤鍜屽眬閮ㄦ仮澶嶆搷浣溿€?
5. P0-E1 / PolicyEngine锛歅olicyEngine 纭?gate 娣卞寲锛岃鐩栭珮鎴愭湰瀹℃牎銆侀珮椋庨櫓淇銆佸ぇ鑼冨洿鑷姩鎵ц銆佽鐩栫敤鎴峰唴瀹圭瓑鍦烘櫙銆?
6. P0-B / 璐ㄩ噺闂幆锛氬凡瀹屾垚 MVP 绗竴鍒€锛宍chapter_retention_contract / continuity_state / rolling_window_review浼氬湪瀹℃牎鍚庡舰鎴愮粺涓€璇勪及鐘舵€佸苟璁板綍鍒扮珷鑺傞闄╂爣璁帮紱鍚庣画鎺ュ叆 Ledger 鐪熺浉灞傘€佽繛缁慨澶嶅け璐ヨ鏁板拰character_governance_state`銆?
7. P0-E / Replan锛氬凡瀹屾垚绗竴鍒€锛宍PlannerService.replan` 鐨勫疄闄呮墽琛岀獥鍙ｇ敱 AI 缁撴瀯鍖栧喅绛栨秷璐?canonical state銆佺珷鑺傜洰鏍囥€佸鏍℃姤鍛婂拰浼忕瑪璐︽湰锛涚‘瀹氭€т唬鐮佸彧鍋氬畨鍏ㄨ繃婊ゃ€佽寖鍥存牎楠屽拰绐楀彛涓婇檺鎺у埗銆傚悗缁妸 Replan 缁撴灉鍐欏叆 Ledger 浜嬩欢骞堕┍鍔ㄥ悗缁壒娆¤嚜鍔ㄧ画璺戙€?
8. P0-B / 浠诲姟鍗曢棬绂乣锛氬凡瀹屾垚绗竴鍒€锛宍purpose / boundary / taskSheet / sceneCards 鍏峰 shared 鍚堝悓銆乻chema 鏍￠獙銆丄I 璇箟鍙敤鎬ч棬绂佸拰鍚屾鍓嶉樆鏂紱鍚庣画缁х画鎶婅川閲忕粨鏋滃啓鍏?Ledger 鐪熺浉灞傘€?
9. P0-B / 淇绛栫暐锛氬凡瀹屾垚绗竴鍒€锛岀珷鑺?repair 榛樿鍏堣蛋 patch_first 灞€閮ㄨˉ涓侊紝heavy_repair 鎵嶅厑璁告暣绔犱慨澶嶏紱鍚庣画鎶婅ˉ涓佸け璐ユ鏁般€佷繚鎶ゆ鏂囧拰鍔ㄦ€佽鑹茶竟鐣屾帴鍏ヨ川閲忛棴鐜笌 Ledger銆?
10. P0-B / 妯″瀷璺敱锛氭妸妯″瀷璺敱浠?planner / writer / review / repair 绮楃矑搴︽帹杩涘埌灏忚鐢熶骇闃舵绾ц矾鐢变笌 fallback銆?
11. P0-C / P0-D锛氬嵎绾у伐浣滃彴娑堣垂閾撅紝缁х画鎶?critique / rebalance / uncertainty / canonical payoff ledger 鎺ユ垚榛樿娑堣垂閾撅紝骞惰鍗风骇璐︽湰瑙嗗浘鎴愪负涓昏鍥俱€?
12. P0-F锛氭柊鎵嬪叆鍙ｆ敹鏁涳紝棣栭〉銆佸垱寤洪〉銆佺┖鐘舵€佺粺涓€涓衡€淎I 鑷姩瀵兼紨鎺ㄨ崘鍏ュ彛 + 鎵嬪姩楂樼骇鍏ュ彛鈥濓紝鍏抽敭鑺傜偣鍙繚鐣欎竴涓帹鑽愪笅涓€姝ャ€?
13. P0-G锛氭媶涔︿换鍔″悎鍚岋紝琛ラ綈 scope / pause / resume / coverage锛屽舰鎴愨€滃墠 N 鐗囨璇曡窇 -> 鎵╄寖鍥寸户缁€濈殑娓愯繘寮忔祦绋嬨€?
14. P0-TechDebt锛氭妧鏈€烘敹鍙ｏ紝鎷?workflowRegistry.ts锛岀户缁槮韬?NovelDirectorService 鍜?DirectorRuntimeStore銆?

P0-A 鐪熷疄 Prisma 鏁版嵁绔埌绔獙鏀讹紙鏆傜紦鍗曞垪锛?

褰撳墠鍒ゆ柇锛?

• 杩欓」浠嶇劧閲嶈锛屼絾褰撳墠寰堥毦鑴辩浠嶅湪鍙樺寲鐨勪富閾惧崟鐙垚绔嬩负涓€涓嫭绔嬮噷绋嬬
• 鐜伴樁娈靛厛涓嶅啀鎶婂畠褰撲綔褰撳墠绗竴浼樺厛绾э紝涔熶笉鍐嶈姹傚崟鐙娊涓€杞畬鏁翠笓椤归獙鏀?
• 鍚庣画鏀逛负璺熼殢 P0-B / P0-F / P0-1 鐨勯樁娈垫€т氦浠樺仛绌挎彃鎶芥煡锛岀瓑榛樿涓婚摼杩涗竴姝ユ敹鍙ｅ悗鍐嶆仮澶嶉泦涓獙鏀?

褰撳墠閲嶇偣锛?

• 淇濈暀楂橀闄╅摼璺殑鏈€灏忕儫娴嬶紝鑰屼笉鏄拷姹備竴杞畬鏁村ぇ楠屾敹
• 鏂版棫椤圭洰杩佺Щ銆佽嚜鍔ㄥ婕斾氦鎺ャ€佺珷鑺傛墽琛岄摼鍦ㄦ瘡杞叧閿氦浠樺悗鍋氭娊鏍峰洖褰?
• 閲嶇偣闃叉鈥滀骇鍝佸凡缁忓線鍓嶆帹杩涳紝浣嗙湡瀹炴暟鎹摼璺暱鏈熸棤浜哄洖鐪嬧€濈殑鎯呭喌

鏈€灏忔娊鏌ラ摼锛?

• 鏃ч」鐩縼绉?-> 鍗风骇缂栬緫 -> 鍚屾绔犺妭 -> 绔犺妭瑙勫垝 -> runtime

鎭㈠涓虹嫭绔嬮獙鏀堕」鐨勬潯浠讹細

• P0-B 鐨勮祫浜ф秷璐逛笌榛樿鏁版嵁娴佽繘涓€姝ユ敹鍙?
• P0-1 鐨勮嚜鍔ㄥ婕斾笌绔犺妭鎵ц浜ゆ帴闂幆鏇寸ǔ瀹?
• P0-F 鐨勬柊鎵嬪紑涔︿富閾句笉鍐嶉绻佹敼鍏ュ彛涓庡墠缃祫浜у舰鎬?

P0-B 宸茶惤鍦拌祫浜х殑鏇存繁娑堣垂

褰撳墠鐘舵€侊細

• 宸蹭粠鈥滅粺涓€鎺ョ嚎鈥濊繘鍏モ€滃紑濮嬭惤鍦版秷璐逛笌鏀跺彛鈥濈殑闃舵

宸茶惤鍦拌繘灞曪細

• 绯荤粺鍐呯疆璧勬簮 bootstrap 宸茶惤鍦帮紝棰樻潗鍩哄簳銆佹帹杩涙ā寮忋€佸啓娉曟ā鏉垮拰鍙?AI 瑙勫垯寮€濮嬬粺涓€鎴愰粯璁ゅ垱浣滃簳搴?
• 鍒涘缓椤典笌鑷姩瀵兼紨鍏ュ彛宸叉帴鍏?AI 璧勬簮鎺ㄨ崘閾撅紝棰樻潗鍩哄簳銆佷富鎺ㄨ繘妯″紡鍜屽壇鎺ㄨ繘妯″紡寮€濮嬭繘鍏ュ悓涓€鏉″垱寤轰笌瀵兼紨閾捐矾
• 鑷姩瀵兼紨鍒涘缓 / 鎺ョ寮圭獥宸叉敼涓哄睍绀哄彲璇诲悕绉拌€屼笉鏄唴閮?ID锛屽噺灏戠敤鎴风悊瑙ｆ垚鏈紝涔熷噺灏戣祫浜ф秷璐瑰眰涓庣晫闈㈠眰涔嬮棿鐨勬柇瑁?
• 鍐欐硶寮曟搸宸茬粡浠庘€滅┖搴?+ 骞抽摵琛ㄥ崟鈥濆紑濮嬫敹鍙ｄ负鈥滈缃?starter + 妯℃澘璧锋 + 涓€鍙ヨ瘽 AI 鐢熸垚鈥濈殑鏂版墜璺緞
• planner / replan 宸插紑濮嬫秷璐瑰悓涓€鎵瑰墠缃祫浜э紝棰樻潗鍩哄簳銆佷功绾?framing 涓庡啓娉曞紩鎿庣害鏉熶笉鍐嶅彧鍋滅暀鍦ㄥ垱寤烘湡锛岃€屾槸杩涘叆鍏ㄤ功瑙勫垝銆侀樁娈佃鍒掋€佺珷鑺傝鍒掑拰閲嶈鍒掍笂涓嬫枃
• 鑷姩瀵兼紨鍦?chapter_batch_ready 涔嬪悗宸插紑濮嬫秷璐瑰悓涓€鎵圭粨鏋勫寲璧勪骇涓庡墿浣欑珷鑺傜姸鎬侊紝鏆傚仠鎭㈠銆佸け璐ラ噸璇曚笌璐ㄩ噺淇鍚庢仮澶嶄笉鍐嶅彧闈犫€滈噸璺戜竴閬嶁€濈殑绮楃矑搴﹂€昏緫
• 宸茬敤鐪熷疄鏁版嵁搴撳壇鏈畬鎴愪竴杞棫椤圭洰鎺ョ鍥炲綊锛岀‘璁よ嚜鍔ㄥ婕斿湪 chapter_batch_ready 涔嬪悗鍙互鎸夊墿浣欑珷鑺傛暟鎭㈠锛屽苟鍦ㄥ叏閮ㄧ珷鑺備慨澶嶅悗鑷姩鏀跺彛涓?workflow_completed
• 鎸佷箙鍖?PayoffLedgerItem 宸茶惤鍦帮紝major_payoffs / openPayoffs / payoffRefs / foreshadowStates / openConflicts 寮€濮嬮€氳繃 AI 缁撴瀯鍖栧璐﹁繘鍏ョ粺涓€浼忕瑪璐︽湰锛岃€屼笉鏄户缁彧鏁ｈ惤鍦ㄥ嵎瀛楁銆佺珷鑺傚瓧娈靛拰鐘舵€佸揩鐓ч噷
• payoffLedgerSyncPrompt + PayoffLedgerSyncService 宸叉帴鍏ュ嵎宸ヤ綔鍙板啓鍏ャ€佺姸鎬佸揩鐓ц惤搴撱€佺珷鑺傚璁″畬鎴愬悗涓変釜鍚屾瑙﹀彂鐐癸紝鏃ц处鏈」浼氫繚鐣欏巻鍙插苟鏍囪 stale锛岃€屼笉鏄潤榛樺垹闄?
• chapter runtime銆乺eview銆乺epair銆乸lanner / replan 宸插紑濮嬫秷璐圭粺涓€璐︽湰瑙嗚锛岃兘澶熸樉寮忚鍒?寰呭厬鐜?/ 绱ф€?/ 閫炬湡 / 宸插厬鐜癭锛屽苟鎶?payoff 涓撻」椋庨櫓杩涗竴姝ユ帹杩涘埌 OpenConflict銆乺untime package 鍜?replanRecommendation`
• 鍗锋垬鐣ヤ腑鐨勨€滀紡绗斿洖鏀舵瑙堚€濆凡寮€濮嬪鐢?canonical 璐︽湰鎽樿涓庝富鍒楄〃锛屽悓鏃朵繚鐣欏師濮?openPayoffs / payoffRefs / foreshadowStates 浣滀负鏉ユ簮鍙傝€冭鍥?
• 宸插畬鎴愰拡瀵?payoff ledger 鍏变韩閫昏緫銆佺珷鑺傚啓瀹′慨涓婁笅鏂囦笌绔犺妭瑙勫垝涓婁笅鏂囩殑鍥炲綊娴嬭瘯锛屽苟閫氳繃 server/client build 楠岃瘉

褰撳墠鍓╀綑闂锛?

• 铏界劧 runtime / review / repair / planner / replan 宸插紑濮嬫帴鍏ョ粺涓€璐︽湰瑙嗚锛屼絾鐪熷疄 Prisma 杩佺Щ閾捐矾涓嬪洿缁?payoff ledger 鐨勬寔缁娊鏍峰洖褰掍粛涓嶅锛屽綋鍓嶄富瑕佸畬鎴愪簡鏋勫缓楠岃瘉鍜?targeted test
• 鐪熷疄 Prisma 閾捐矾銆佹柊鏃ч」鐩縼绉婚摼璺€佽嚜鍔ㄥ婕斾氦鎺ラ摼璺噷锛宲lanner / runtime / review / repair / replan 鐨勪竴鑷存€т粛缂烘寔缁娊鏍峰洖褰掞紱褰撳墠鍙ˉ榻愪簡鑷姩瀵兼紨鍚庡崐娈电殑涓€杞湡瀹為獙璇侊紝浠ュ強 payoff ledger 鐨勬湇鍔＄骇 / 涓婁笅鏂囩骇娴嬭瘯
• 绔犺妭缁嗗寲铏界劧宸叉湁缁撴瀯鏍￠獙涓庡瓧娈靛埆鍚嶅吋瀹癸紝浣?purpose / taskSheet 浠嶅亸鈥滈潪绌哄嵆杩団€濓紝鍧忔枃鏈拰浣庡彲鐢ㄤ骇鐗╀粛鍙兘杩涘叆鍚屾涓庡悗缁秷璐?
• taskSheet 浠嶆槸鍗曟枃鏈瓧娈碉紝褰撳墠鏇撮€傚悎缁х画鏀跺彛涓衡€滆交閲忔墽琛屾憳瑕佲€濊€屼笉鏄噸鍨嬪垎娈靛悎鍚岋紱artifactHealth 涔熸洿閫傚悎浣滀负璇婃柇涓庢彁閱掞紝鑰屼笉鏄柊鐨勬鏂囩敓鎴愰樆濉炵偣
• 妯″瀷璺敱浠嶄互 planner / writer / review / repair 涓虹矖绮掑害锛屽皻鏈崌绾у埌灏忚鐢熶骇闃舵绾т富璺敱涓?fallback 閾?
• 绔犺妭 repair 宸插叡鐢ㄧ粺涓€涓婁笅鏂囷紝骞跺畬鎴愰粯璁?patch_first 涓庤川閲忛棴鐜褰曠涓€鍒€锛涘悗缁己鍙ｈ浆涓鸿ˉ涓佸け璐ヨ鏁般€佷繚鎶ゆ鏂?gate銆佷慨澶嶈褰曞叆 Ledger銆佽鑹叉不鐞嗙姸鎬佸拰鏇村己鐨勮嚜鍔ㄥ啀璇勪及瑙﹀彂
• 鍔ㄦ€佽鑹茬郴缁熻櫧鐒跺凡杩涘叆 planner锛屼絾鍦ㄦ墽琛屾湡瑙掕壊绛涢€夈€乺epair 杈圭晫銆佺己甯闄╂彁绀哄拰 replan 鍒ゆ柇涓殑琛屼负椹卞姩浠嶄笉澶熸繁
• 鎵归噺鎵ц銆佸紓甯告仮澶嶃€佹棫璧勪骇鍏煎璺緞涓嬶紝涔︾骇 / 鍗风骇 / 瑙掕壊 / payoff ledger 璧勪骇浠嶅彲鑳藉嚭鐜版畫浣欏垎鍙?
• 绔犺妭姝ｆ枃榛樿宸茬粡鍥為€€涓烘暣绔犱竴娆℃€х敓鎴愶紱sceneCards 涓庢墽琛屽悎鍚屽埛鏂颁笉鍐嶉€傚悎浣滀负姝ｆ枃鐑矾寰勭殑榛樿纭緷璧栵紝浣嗕粛鍙繚鐣欎负缁嗗寲銆佽瘖鏂€佸眬閮ㄤ慨澶嶅拰鍙В閲婃€ц緟鍔╄祫浜?

褰撳墠閲嶇偣锛?

• 鎶婂凡缁忚繘鍏ュ垱寤洪〉銆佽嚜鍔ㄥ婕斿叆鍙ｃ€乸lanner / replan 鍜屽啓娉曞紩鎿庡叆鍙ｇ殑榛樿璧勪骇锛岀户缁線 chapter runtime銆乺eview銆乺epair銆乤udit 涓庤嚜鍔ㄥ婕旀仮澶嶉摼娣辨秷璐?
• 鏀舵帀鎵嬪姩鍒涘缓銆佽嚜鍔ㄥ婕斿垱寤恒€佺幇鏈夐」鐩帴绠′笁鏉″叆鍙ｅ湪璧勪骇娑堣垂涓婄殑鍓╀綑宸紓
• 缁х画鍑忓皯 planner銆乺untime銆佸闃呫€乺epair銆乺eplan 鍦ㄧ壒娈婂叆鍙ｅ拰寮傚父鍒嗘敮涓嬬殑娈嬩綑鍒嗗弶锛岄噸鐐圭洴鏃ч」鐩€佹壒閲忔墽琛屻€乣chapter_batch_ready` 涔嬪悗鐨勭户缁墽琛?/ 澶辫触閲嶈瘯 / 璐ㄩ噺淇鎭㈠
• 涓?purpose / boundary / taskSheet 澧炲姞 schema + 璇箟鍙敤鎬у弻闂ㄧ锛屼紭鍏堟嫤鎴函鏁板瓧銆佹爣棰樺洖鏄俱€佺己灏戞帹杩涚洰鏍囥€佺己灏戠粨灏捐姹傜瓑鍧忕粏鍖栦骇鐗?
• 鎶?taskSheet 鏀跺彛涓衡€滆交閲忔墽琛屾憳瑕佲€濓紝浼樺厛绋冲畾 鎺ㄨ繘鐩爣 / 蹇呬繚浜嬮」 / 缁撳熬瑕佹眰 / 椋庨櫓鎻愮ず 杩欑被楂樹环鍊煎瓧娈碉紱sceneCards 閫€鍥炶緟鍔╄祫浜э紝涓嶅啀鎶婂垎娈靛悎鍚屽埛鏂颁笌鎸夊満鏅鏂囩敓鎴愭斁杩涢粯璁ょ儹璺緞
• 缁欑珷鑺傜粏鍖栬ˉ artifactHealth / artifactHealthSummary锛屼絾榛樿鍙敤浜庤瘖鏂€佹彁閱掍笌浠诲姟鍙В閲婃€э紝涓嶆妸瀹冩姮鎴愭柊鐨勬鏂囩敓鎴愰樆濉為摼锛沗chapter_batch_ready` 缁х画浠モ€滅粏鍖栧彲鐢ㄤ笖鍋ュ悍鍩烘湰閫氳繃鈥濅负鐩爣锛岃€屼笉鏄拷姹傞噸鍨嬪悎鍚屽畬澶?
• 灏嗘ā鍨嬭矾鐢变粠绮楃矑搴︿换鍔＄被鍨嬫帹杩涘埌灏忚闃舵绾ц矾鐢变笌 fallback锛屼紭鍏堣鐩?chapter_purpose / chapter_boundary / chapter_task_sheet / chapter_write / chapter_review / chapter_patch
• 鎶婄珷鑺?repair 鐨勯粯璁ょ瓥鐣ョ户缁敹鍙ｅ埌瀹屾暣闂幆锛氬眬閮ㄨˉ涓佸け璐ヨ璁板綍鍘熷洜涓庢鏁帮紝鍙湁缁撴瀯鎬х己绔犮€佽繛缁ˉ涓佸け璐ャ€佸彈淇濇姢鍐呭鎺堟潈鎴栫敤鎴锋槑纭姹傛椂鎵嶅崌绾ф暣绔犻噸鍐?
• 涓鸿嚜鍔ㄥ婕斿拰浠诲姟涓績琛ラ綈 displayStatus / blockingReason / resumeAction / lastHealthyStage 杩欑被鍙В閲婄姸鎬佸悎鍚岋紝鍑忓皯鈥滅湅寰楀埌杩涘害浣嗕笉鐭ラ亾涓轰粈涔堝仠鈥濈殑榛戠洅鎰?
• 璁╁姩鎬佽鑹茬郴缁熻繘涓€姝ヨ繘鍏ユ墽琛屾湡琛屼负鍒ゆ柇锛屽挨鍏舵槸鍙備笌瑙掕壊绛涢€夈€佺粨鏋?obligations銆佷慨澶嶈竟鐣屽拰鍚庣画 replan 鍐崇瓥
• 鎶婂嵎绾у伐浣滃彴銆佺珷鑺傜粏鍖?bundle銆佸姩鎬佽鑹茬郴缁熷拰鏂扮殑 payoff ledger 缁х画鍘嬫垚鍚屼竴濂楅粯璁ゆ暟鎹祦锛屾敹鎺夊墿浣欐柇鐐?

瀹屾垚鏍囧織锛?

• 瑙勫垝銆佸闃呫€佷慨澶嶃€侀噸瑙勫垝銆佽繍琛屾椂涓婁笅鏂囧湪鐪熷疄閾捐矾涓ǔ瀹氬叡浜悓涓€濂椾功绾?/ 鍗风骇 / 瑙掕壊璧勪骇锛岃€屼笉鍐嶅彧鏄湪鏈嶅姟浠ｇ爜灞傛帴閫?
• 鎵嬪姩瀹￠槄銆乺untime 瀹¤銆乺epair銆乺eplan 瀵瑰悓涓€绔犵殑鍒ゆ柇渚濇嵁鍦ㄦ柊鏃ч」鐩笌鑷姩瀵兼紨浜ゆ帴閾捐矾涓繚鎸佷竴鑷?
• 鍧忕珷鑺傜粏鍖栦骇鐗╀笉浼氬啀璇叆绔犺妭鍚屾銆乣chapter_batch_ready` 鎴栧悗缁珷鑺傛墽琛?
• 浠诲姟涓績銆佷换鍔¤鎯呭拰缂栬緫椤佃兘鏄庣‘灞曠ず鈥滀负浠€涔堝仠銆佸浣曠户缁€佷笂涓€涓仴搴烽樁娈靛湪鍝噷鈥?
• 妯″瀷鍛戒腑涓?fallback 缁撴灉瀵规帓鏌ュ彲瑙侊紝涓嶅啀鍙兘鐪嬪埌娉涘寲鐨?planner / writer / review / repair
• 鍔ㄦ€佽鑹茬郴缁熺ǔ瀹氳繘鍏ュ悗缁鍒掍笌鎵ц鍒ゆ柇锛岃€屼笉鍐嶄富瑕侀潬 digest銆佽鑹查〉鍜?package 灞曠ず鎵挎媴瀛樺湪鎰?
• 鍗风骇涓荤嚎銆佸嵎绾?/ 绔犵翰鑱斿姩銆佸姩鎬佽鑹茬郴缁熶笌 payoff ledger 褰㈡垚鍚屼竴濂楅粯璁ゆ暟鎹祦

P0-C P0-0e 鍗锋垬鐣ヤ笌鑺傚宸ヤ綔鍙颁簩鏈熸敹灏?

褰撳墠閲嶇偣锛?

• 鎶婂凡钀藉湴鐨?`鍗锋垬鐣ュ缓璁?-> 鍗烽鏋?-> 鍗峰唴鑺傚鏉?-> 褰撳墠鍗锋媶绔燻 缁х画鍋氬疄
• 鏄庣‘鍓?2-3 鍗烽粯璁ょ‖瑙勫垝銆佸悗缁嵎榛樿杞鍒?
• 鎶?hard / soft planning銆乣uncertainty銆乣critique -> rebalance -> 鍚庣画娑堣垂 鐪熸鎺ユ垚榛樿閾捐矾
• 淇濇寔鈥滄病鏈夎妭濂忔澘灏变笉鐩存帴鎷嗙珷鈥濈殑寮虹害鏉?

瀹屾垚鏍囧織锛?

• 鍗风骇宸ヤ綔鍙颁笉鍐嶅彧鏄€滃叏涔﹀嵎楠ㄦ灦鐢熸垚鍣ㄢ€濓紝鑰屾槸鐪熸鎵挎媴鏁翠功杩炶浇鑺傚鎺у埗
• critique / rebalance / uncertainty 涓嶅啀鍙敓鎴愭枃妗ｏ紝鑰屼細鏄惧紡椹卞姩鍚庣画鍐崇瓥銆乁I 鎻愮ず鍜岃繍琛屾椂娑堣垂
• 鍗曞嵎閲嶇敓銆佺浉閭诲嵎鍐嶅钩琛°€佺珷鑺傚悓姝ヤ笁鑰呭舰鎴愯仈鍔ㄩ獙鏀堕摼

P0-D 缁撴瀯鍖栬鍒掕祫浜у墠绉?

褰撳墠閲嶇偣锛?

• 鎶?鍦ｇ粡 / 鎷嶇偣 浠庡悗缃川妫€鍖哄墠绉讳负缁撴瀯鍖栬鍒掕祫浜?
• 骞跺叆鍗风骇宸ヤ綔鍙版梺杈圭粺涓€缁存姢锛岃€屼笉鏄户缁暎钀藉湪鏃у吋瀹瑰瓧娈靛拰鍚庣疆宸ュ叿涓?
• 琛ラ綈鎸夋暣鍗风敓鎴愩€侀噸鎺掋€佸悓姝ョ殑鎵瑰鐞嗚兘鍔?
• 缁х画鎶婂凡钀藉湴鐨?PayoffLedgerItem 涓?AI 瀵硅处閾惧線鍗风骇宸ヤ綔鍙颁富瑙嗗浘娣卞寲锛岃€屼笉鏄彧鍦ㄦ湇鍔″眰鍜屽熀纭€鍗＄墖閲屽瓨鍦?
• 鍦ㄥ嵎绾у伐浣滃彴鎶?canonical 璐︽湰瑙嗗浘缁х画鏀跺彛涓洪粯璁や富瑙嗗浘锛屼紭鍏堝睍绀?寰呭厬鐜?/ 绱ф€?/ 閫炬湡 / 宸插厬鐜?/ 澶辨晥锛岃鏂版墜涓嶇敤鎵嬪姩缈荤珷鑺?
• 浼忕瑪鑺傜偣鍜屽洖鏀惰妭鐐逛紭鍏堢敱 AI 缁撴瀯鍖栨彁鍙栥€佸綊骞跺拰鍘婚噸锛屼汉宸ュ彧鍋氱‘璁ゅ拰灏戦噺淇锛屼笉鎶婄淮鎶ゆ垚鏈浆瀚佺粰鐢ㄦ埛

瀹屾垚鏍囧織锛?

• 鐢ㄦ埛鍦ㄧ珷鑺傜敓鎴愬墠灏辫兘鐪嬫竻鍗风骇鎵胯銆佹媿鐐广€佸湥缁忎笌鍏戠幇缂哄彛
• 鍦ｇ粡 / 鎷嶇偣 涓嶅啀涓昏鏄悗缃鏌ユ潗鏂欙紝鑰屾垚涓哄墠缃鍒掕祫浜?
• 鏂伴摼璺粯璁や紭鍏堟秷璐瑰嵎绾ц祫浜э紝鏃?outline / structuredOutline / StoryPlan 鍙繚鐣欏吋瀹逛綔鐢?
• 鍚屼竴鏉′紡绗斾笉鍐嶆暎钀藉湪涓嶅悓瀛楁閲岄噸澶嶇淮鎶わ紝绯荤粺鑳芥妸鍗风骇鎵胯銆佺珷鑺傚厬鐜板叧鑱斿拰鐘舵€佸揩鐓у綊鍒板悓涓€鏉″彲缂栬緫璧勪骇涓?
• 褰撳墠鍗风珷鑺傜粏鍖栨椂锛岀郴缁熻兘鏄惧紡甯﹀嚭鈥滄湰绔犲繀椤昏Е纰版垨鍏戠幇鐨勪簨椤光€濓紝鑰屼笉鏄彧缁欏師濮嬫枃鏈鐢ㄦ埛鑷繁姣斿
• 灏忕櫧鐢ㄦ埛涓嶉渶瑕佺炕鍘嗗彶绔犺妭鎵嬪姩鎺掓煡鏈洖鏀堕摵鍨紝灏辫兘鐪嬫噦褰撳墠缁撴瀯鎵胯鍜屽緟澶勭悊鍥炴敹鐐?

P0-E 鐘舵€併€佸璁°€丷eplan 榛樿闂幆

褰撳墠閲嶇偣锛?

• 鎶?P0-4 寮鸿蹇嗗簳搴?v1 涓?P0-5 鍙欎簨瀹¤闂幆 v1 浠庘€滄湁搴曞骇鍜屽眬閮ㄦ帴绾库€濇帹杩涘埌鈥滈粯璁ら棴鐜€?
• 璁?StoryStateSnapshot銆乣OpenConflict銆乣AuditIssue銆乣replanRecommendation` 鍏卞悓椹卞姩缁珷鐢熸垚
• 琛ラ綈澶氱珷瓒嬪娍楠岃瘉锛岄伩鍏嶇郴缁熷彧浼氳褰曢棶棰橈紝涓嶄細涓诲姩绾犲亸
• 璁?foreshadowStates銆乣openPayoffs / payoffRefs 涓庢柊鐨?payoff ledger 鍦?runtime銆佸闃呫€乺epair銆乤udit銆乺eplan 涓叡浜悓涓€濂楀垽鏂紝鑳借瘑鍒?宸查摵鏈敹 / 鏃犻摵纭敹 / 鍥炴敹寤惰繜 / 鐘舵€佸€掗€€`
• 鍦ㄧ画绔犲墠榛樿缁欏嚭鈥滃綋鍓嶆渶璇ュ洖鏀剁殑浜嬮」銆佸彲浠ョ户缁帇鍚庣殑鐞嗙敱銆佺户缁嫋寤剁殑椋庨櫓鈥濓紝鑰屼笉鏄彧娌夋穩鍘熷鐘舵€?

瀹屾垚鏍囧織锛?

• 鐘舵€佸彉鍖栦細绋冲畾褰卞搷瀹¤鍒ゆ柇銆佽鍒掕皟鏁村拰涓嬬珷鎵ц
• 绯荤粺鍙互鍦ㄥ亸鑸満鏅笅鑷姩缁欏嚭鍙墽琛岀殑鍚庣画绐楀彛閲嶈鍒?
• 闀跨瘒杩炵画鍐欎綔鐨勭籂鍋忎粠鈥滀汉宸ュ厹搴曗€濊浆涓衡€滅郴缁熼棴鐜€?
• 绯荤粺浼氫富鍔ㄦ爣鍑哄綋鍓嶆渶璇ュ洖鏀剁殑浜嬮」銆佸凡瓒呮湡鏈洖鏀朵簨椤瑰拰鐤戜技璇洖鏀朵簨椤癸紝鑰屼笉鏄彧鍦ㄥ簳灞傜姸鎬佷腑琚姩璁板綍
• 瀹¤鍜?replan 鑳藉浼忕瑪 / 鍥炴敹缁欏嚭鍙墽琛屽缓璁紝渚嬪 鍓嶇Щ / 鍚庣Щ / 鎷嗗垎 / 鍚堝苟 / 浣滃簾锛岃€屼笉鍙槸鎸囧嚭鈥滄湁闂鈥濓紱褰撳墠宸插紑濮嬫敮鎸?payoff 涓撻」闂鐮佷笌 blockingLedgerKeys

P0-E1 缁熶竴鐘舵€佹簮銆佺姸鎬侀┍鍔ㄧ敓鎴愪笌鎵嬪姩/瀵兼紨鍏辩嚎

闇€姹傝儗鏅細

• 褰撳墠绯荤粺宸茬粡涓嶆槸鍗?prompt 鍐欎綔宸ュ叿锛岃€屾槸 涔︾骇 framing -> story macro -> character -> volume -> chapter mission -> writer -> audit -> replan 鐨勫灞傜郴缁?
• 褰撳墠鏈€鍗遍櫓鐨勯棶棰樹笉鏄崟娆＄敓鎴愬樊锛岃€屾槸鍚屼竴鏈功鍦ㄤ笉鍚屾ā鍧楃溂閲屽凡缁忎笉鏄悓涓€鏈功锛氳鑹层€佷笘鐣屻€佸啿绐併€佷紡绗斻€佸凡鍏紑淇℃伅銆佸綋鍓嶄换鍔＄洰鏍囦細鍙戠敓鐘舵€佸垎鍙?
• 鑷姩瀵兼紨涓庢墜鍔ㄤ富閾惧綋鍓嶄粛鏈夋畫浣欏垎鍙夛紝灏ゅ叾浣撶幇鍦ㄥ墠鍗婃璧勪骇妯″瀷銆佺煡璇嗘秷璐规柟寮忋€佺姸鎬佺悊瑙ｅ拰绔犺妭鎵ц鍓嶇疆渚濇嵁涓?
• 鍥犳闇€瑕佸悓鏃舵帹杩涗笁浠朵簨锛?
  • 寤虹珛缁熶竴鐘舵€佹簮锛岄伩鍏?planner / writer / audit / repair 鍚勮嚜缁存姢涓€浠解€滀簨瀹炩€?
  • 鎶婄珷鑺傛帹杩涙敼鎴愮姸鎬侀┍鍔紝鑰屼笉鏄畝鍗曞爢璧勬枡椹卞姩
  • 鎶婃墜鍔ㄨ捣姝ャ€佽嚜鍔ㄥ婕旇捣姝ャ€佺幇鏈夐」鐩帴绠℃敹鍙ｅ埌鍚屼竴涓荤敓浜х嚎

缁熶竴鏂规锛?

• 淇濈暀 鎵嬪姩璧锋銆乣鑷姩瀵兼紨璧锋銆乣鎺ョ鐜版湁椤圭洰 涓夌鍏ュ彛锛屼絾涓夎€呴兘鏀跺彛鍒板悓涓€鏉?NovelProductionOrchestrator
• 涓嶅仛涓€涓柊鐨勨€滃ぇ JSON 鐪熸簮鈥濓紝缁х画澶嶇敤鐜版湁姝ｅ紡璧勪骇琛ㄤ綔涓哄垎鍩熺湡婧愶紝鍦ㄥ叾涓婂缓绔嬬粺涓€璇诲彇灞備笌鍙楁帶鍐欏洖灞?
• 缁熶竴鐘舵€佷富骞茶嚦灏戣鐩栦簲灞傦細
  • Book Contract State
  • World State
  • Character Runtime State
  • Narrative State
  • Timeline / Event State
• 鎵€鏈夐暱鏈熸湁鏁堢殑鏂颁簨瀹炰竴寰嬭蛋鍚屼竴鏉￠摼锛?
  • `绔犺妭/闃舵鎵ц -> 鎻愬彇鍊欓€夊彉鏇?-> 鏍￠獙 -> 淇濆畧鎻愪氦 -> 璁板綍鐗堟湰 -> 鍒锋柊涓嬫父涓婁笅鏂嘸
• 绔犺妭鐢熸垚鏀规垚涓夊眰鐘舵€侀┍鍔細
  • `浠诲姟鐘舵€侀┍鍔╜锛氬厛鍒ゆ柇褰撳墠姝ｇ‘鍔ㄤ綔鏄啓銆佷慨銆侀噸瑙勫垝杩樻槸绛夊緟瀹℃牳
  • `涓婁笅鏂囩姸鎬侀┍鍔╜锛氬彧缁欏綋鍓嶄换鍔″繀瑕佺殑灞€閮ㄧ姸鎬?
  • `杈撳嚭鐩爣鐘舵€侀┍鍔╜锛氭瘡娆＄敓鎴愬墠鍏堝０鏄庤繖涓€姝ュ簲璇ユ帹鍔ㄥ摢浜涚姸鎬佸彉鍖?

鏈疆瀹炴柦璁″垝锛?

• P0锛氬厛钀藉湴鐘舵€佷富骞诧紝涓嶆帹缈绘棫琛ㄧ粨鏋?
  • 鏂板 CanonicalStateService銆乣StateCommitService銆乣StateVersionLog
  • 绔犺妭瀹屾垚鍚庢帴鍏?ChapterFactExtractor -> StateCommitService
  • runtime / review / repair 寮€濮嬪叡浜?canonicalState
• P1锛氭妸绔犺妭涓婚摼鏀规垚鐘舵€侀┍鍔?
  • 钀?GenerationDecisionEngine
  • 璁?chapter mission / writer / audit / repair / replan 鍏变韩 StateGoal / ChapterStateGoal
• P2锛氭敹鍙ｆ墜鍔?/ 瀵兼紨 / 鎺ョ涓夋潯鍏ュ彛
  • 鏂板 NovelProductionOrchestrator
  • 璁╀笁绉嶅叆鍙ｅ彧鍦?controlPolicy 涓婁笉鍚岋紝涓嶅啀鍚勮窇涓€濂椾富閾?
• P3锛氭敹鍙ｅ墠绔В閲婃€?
  • 鏄庣‘灞曠ず 褰撳墠闃舵 / 褰撳墠鐘舵€?/ 褰撳墠涓嬩竴鍔ㄤ綔 / 涓轰粈涔堝仠

宸插綊妗ｈ繘灞曪細

• 缁熶竴鐘舵€佸悎鍚屻€佺姸鎬佹寔涔呭寲妯″瀷銆乣CanonicalStateService / ChapterFactExtractor / StateCommitService / StateVersionLog` 宸茶惤鍦?
• 绔犺妭鍚庡彴鍚屾銆乺untime 涓婁笅鏂囥€乸lanner 涓婁笅鏂囧凡缁忓紑濮嬩紭鍏堟秷璐?canonical state
• GenerationDecisionEngine / ContextAssemblyService / NovelProductionOrchestrator 宸叉妸绔犺妭鍚庡崐娈典富閾炬帴鍏ユ渶灏忕姸鎬侀┍鍔ㄩ棴鐜?
• 鎵嬪姩鍗曠珷鐢熸垚銆佹壒閲忕珷鑺傛墽琛屻€佹墜鍔ㄧ珷鑺傝鍒掋€佹墜鍔ㄩ噸瑙勫垝宸茬粡寮€濮嬮€氳繃缁熶竴缂栨帓鍣ㄥ叡绾?
• 瀹氬悜 build / prisma generate / server 娴嬭瘯宸茶鐩栨渶灏忕姸鎬侀┍鍔ㄩ棴鐜紱鏇寸粏鐨勭湡瀹為摼璺獙璇佽浆鍏ヤ笅闈㈢殑鏈畬鎴愰」缁х画鎺ㄨ繘

褰撳墠鏈畬鎴愶細

• 鐪熷疄鏁版嵁搴撳皻鏈寮忔墽琛岃繖杞?migration锛涘綋鍓嶅彧瀹屾垚浜?schema銆乵igration 鏂囦欢涓?prisma generate
• NovelProductionOrchestrator 鐩墠宸叉帴閫?chapter_preparation / chapter_execution / quality_repair锛屼絾涔︾骇鍓嶅崐娈甸樁娈碉紙story_macro / book_contract / character_prep / volume_planning锛夊拰鎺ョ鍏ュ彛杩樻病鏈夋寮忓苟绾?
• GenerationDecisionEngine銆乣ContextAssemblyService 宸茶惤鍦帮紝涓?chapter mission / writer / audit / repair 宸插紑濮嬫秷璐?ChapterStateGoal锛屼絾 replan` 鍜屾洿鍓嶉潰鐨勮鍒掗樁娈佃繕娌℃湁鍏ㄩ噺鍒囪繃鍘?
• replanNovel 铏界劧宸茶蛋缁熶竴缂栨帓鍣ㄥ叆鍙ｏ紝涓斿唴閮ㄤ細澶嶇敤鏂扮殑 generateChapterPlan锛屼絾 PlannerService.replan 鐨勭獥鍙ｅ喅绛栥€佽Е鍙戠悊鐢辨暣褰€佺珷鑺傞€夋嫨绛栫暐浠嶆湭瀹屽叏鏀规垚 canonical/state-driven 涓诲垽鏂?
• StateCommitService 褰撳墠閲囧彇淇濆畧鎻愪氦锛?
  • 浣庨闄╃殑 character_state_update / event_record / payoff_progression / conflict_update 宸茶兘鎻愪氦涓庣増鏈惤璐?
• relation_state_update / information_disclosure / world_rule_change / book_contract_change 浠嶅仠鐣欏湪 pending_review
• 鑷姩瀵兼紨鍓嶅崐娈佃繕娌℃湁瀹屽叏澶嶇敤 canonical state 涓庡悓涓€缁勫弬鑰冪煡璇嗘秷璐归摼锛屽婕旈摼涓庢墜鍔ㄤ富閾句粛鏈夊墿浣欏垎鍙?
• URL 浠诲姟缁戝畾涓?workflow bootstrap 鐨勯摼璺竟鐣屽凡鏀跺彛锛氱紪杈戦〉涓嶄細鍐嶆妸 manual_create task 褰撴垚鑷姩瀵兼紨浠诲姟锛屼篃涓嶄細鎶婅嚜鍔ㄥ婕?task 浼犲叆鎵嬪姩 workflow bootstrap
• 鍓嶇杩樻病鏈夋妸 褰撳墠闃舵 / 褰撳墠鐘舵€?/ 褰撳墠涓嬩竴鍔ㄤ綔 / pending_review 鏄惧紡灞曠ず鍑烘潵

涓嬩竴姝ラ噸鐐癸細

• 浼樺厛鍋氱湡瀹?Prisma 閾捐矾鎶芥牱鍥炲綊锛岀‘璁?`migration -> 绔犺妭鍐欏叆 -> 鍊欓€夊彉鏇?-> 鐘舵€佺増鏈琡 鍦ㄦ棫椤圭洰銆佹壒閲忔墽琛屻€佽嚜鍔ㄥ婕旀仮澶嶉摼涓婄ǔ瀹?
• 缁х画鎶?PlannerService.replan 鐨勭獥鍙ｅ喅绛栦笌瑙﹀彂鐞嗙敱姝ｅ紡鎺ュ埌 ContextAssemblyService / CanonicalStateService / ChapterStateGoal锛岃鈥滀负浠€涔堣閲嶈鍒掋€佽鏀瑰摢鍑犵珷鈥濅篃璧扮粺涓€鐘舵€佸垽鏂?
• 缁х画鎶婁功绾ч樁娈典笌鍏ュ彛鏀跺彛鍒?NovelProductionOrchestrator锛?
  • 鍏堟敹 story_macro / book_contract
  • 鍐嶆敹 character_prep / volume_planning
  • 鏈€鍚庡鐞?takeover_start
• 璁╄嚜鍔ㄥ婕斿墠鍗婃寮€濮嬪鐢?canonical state 涓庣粺涓€鍙傝€冪煡璇嗘秷璐癸紝鍏堟敹鎺夆€滃婕旇鍒掍緷鎹€濆拰鈥滄墜鍔ㄨ鍒掍緷鎹€濈殑鍒嗗弶
• 鍦ㄤ换鍔′腑蹇冧笌缂栬緫椤佃ˉ displayStatus / blockingReason / resumeAction / lastHealthyStage / pendingReviewCount

瀹屾垚鏍囧織锛?

• planner / writer / audit / repair / replan 瀵瑰悓涓€绔犺鍙栧埌鍚屼竴浠芥寮忕姸鎬侊紝涓嶅啀鍚勮嚜鎷间竴濂椾簨瀹?
• 绔犺妭閲屽嚭鐜伴暱鏈熸湁鏁堟柊浜嬪疄鍚庯紝绯荤粺鑳界ǔ瀹氬尯鍒嗭細
  • 鍙互鑷姩鎻愪氦鐨勬寮忓彉鍖?
  • 闇€瑕佷汉宸?瀹℃牎纭鐨勯珮椋庨櫓鍙樺寲
  • 鏄庣‘鎷掔粷鍐欏洖鐨勮剰鐘舵€?
• 鈥滃啓涓嬩竴绔犫€濆墠锛岀郴缁熻兘鍏堝垽鏂簲璇?write / repair / replan / hold_for_review锛岃€屼笉鏄棤鏉′欢鐩存帴鍐?
• 鎵嬪姩璧锋銆佽嚜鍔ㄥ婕旇捣姝ャ€佹帴绠＄幇鏈夐」鐩笁鏉″叆鍙ｈ繘鍏ョ珷鑺傛墽琛屾椂鍏变韩鍚屼竴濂楃姸鎬佷笌涓婁笅鏂囦緷鎹?
• 鐢ㄦ埛鑳藉湪鐣岄潰涓婄湅鎳傚綋鍓嶄负浠€涔堝仠銆佺幇鍦ㄤ緷鎹粈涔堢姸鎬併€佺户缁悗浼氭帹杩涗粈涔?

P0-F 鏂扮敤鎴烽鍚笌蹇€熷紑涔﹀叆鍙ｆ敹鏁?

褰撳墠鐘舵€侊細

• 宸茶繘鍏ヨ惤鍦版敹鍙ｉ樁娈碉紝涓嶅啀鍙槸鍋滅暀鍦ㄤ骇鍝佽璁?

宸茶惤鍦拌繘灞曪細

• 棣栭〉銆佸皬璇村垪琛ㄥ拰绌虹姸鎬佸凡鎶?AI 鑷姩瀵兼紨 鍓嶇疆涓烘柊鎵嬫帹鑽愬叆鍙ｏ紝骞朵繚鐣欐墜鍔ㄥ垱寤鸿矾寰?
• 鍒涘缓椤典笌鑷姩瀵兼紨棣栬疆宸茬粡鍙互鐩存帴娑堣垂 AI 鎺ㄨ崘鐨勯鏉愬熀搴曞拰鎺ㄨ繘妯″紡缁勫悎锛岃€屼笉鏄畬鍏ㄤ粠绌鸿〃鍗曞紑濮?
• 棣栨杩愯榛樿璧勬簮琛ラ綈鏈哄埗宸茶惤鍦帮紝棰樻潗鍩哄簳銆佹帹杩涙ā寮忋€佸啓娉曟ā鏉裤€佸弽 AI 瑙勫垯涓嶅啀瑕佹眰鐢ㄦ埛鍏堟墜鍔ㄥ噯澶?
• 鍐欐硶寮曟搸鐨勬柊寤烘祦绋嬪凡鏀规垚寮圭獥寮忚捣姝ワ紝骞舵敮鎸侀缃?starter銆佹ā鏉胯捣姝ュ拰涓€鍙ヨ瘽 AI 鐢熸垚
• 灏忚缂栬緫椤电殑瀵兼紨閫€鍑轰氦浜掑凡寮€濮嬫敹鍙ｏ紝閬垮厤鏂版墜鍦ㄦ帴绠℃€侀噷璇Е鍚庣洿鎺ュけ鍘绘柟鍚?

褰撳墠鍓╀綑闂锛?

• GitHub 鏂拌瀹㈠拰棣栨杩涘叆浜у搧鐨勭敤鎴凤紝浠嶇劧涓嶆竻妤氣€滅幇鍦ㄨ鐐瑰摢閲屽紑濮嬬涓€鏈功鈥?
• 鍒涘缓椤典粛鐒舵洿鍍忊€滈」鐩厤缃〃鍗曗€濓紝鑰屼笉鏄€淎I 甯︽垜寮€涔︹€濈殑璧锋娴佺▼
• 鏂版墜鍦ㄧ湡姝ｅ緱鍒扮涓€鐗堝彲鐢ㄦ柟妗堝墠锛屽氨浼氬厛鐪嬪埌杈冨瀛楁銆佹ā寮忓拰鐘舵€佹蹇碉紝璁ょ煡璐熸媴鍋忛珮
• 鑷姩瀵兼紨铏界劧宸插叿澶囧彈鎺ф帹杩涜兘鍔涳紝浣嗗叆鍙ｆ洕鍏変粛涓嶈冻锛屽緢澶氱敤鎴蜂笉鐭ラ亾瀹冩墠鏄洿閫傚悎鑷繁鐨勮捣姝ユ柟寮?
• 鍒涘缓瀹屾垚鍚庯紝鈥滀笅涓€姝ュ仛浠€涔堚€濅粛鐒朵笉澶熷崟涓€鏄庣‘锛屽鏄撹鏂版墜鍦ㄩ」鐩〉鍜岀紪杈戦〉涔嬮棿澶卞幓鏂瑰悜
• 棰樻潗鍩哄簳搴撱€佹帹杩涙ā寮忓簱銆佸啓娉曟ā鏉胯櫧鐒跺凡缁忔湁閮ㄥ垎 seed 鎴栧唴缃粯璁ゅ€硷紝浣嗕粛鏈粺涓€鎴愨€滈娆″彲鐢ㄧ殑榛樿鍒涗綔搴曞骇鈥?
• 棰樻潗鍩哄簳鍜屾帹杩涙ā寮忓綋鍓嶆洿鎺ヨ繎 db seed 璇箟锛屽啓娉曞紩鎿庡垯鏄寜鏈嶅姟鎳掑姞杞借ˉ榻愶紝鐢ㄦ埛瑙嗚涓嬬殑棣栨浣撻獙浠嶄笉涓€鑷?
• 鏂版墜浠嶅彲鑳藉湪鈥滆祫婧愬簱涓虹┖ / 涓嶇煡閬撹涓嶈鍏堝缓璧勬簮 / 涓嶇悊瑙ｈ繖浜涘簱鎬庝箞閫夆€濅箣闂村崱浣?

褰撳墠閲嶇偣锛?

• 鎶婇椤点€佸皬璇村垪琛ㄣ€佺┖鐘舵€併€佸垱寤洪〉棣栧睆缁熶竴鏀舵暃涓轰袱鏉″叆鍙ｏ細
  • 鎴戝彧鏈変竴涓兂娉曪紙鎺ㄨ崘锛?-> AI 鑷姩瀵兼紨
  • 鎴戝凡缁忓噯澶囧ソ璇︾粏璁惧畾 -> 鎵嬪姩鍒涘缓
• 璁╄嚜鍔ㄥ婕斿湪浜у搧灞傛垚涓衡€滄柊鎵嬫帹鑽愬叆鍙ｂ€濓紝浣嗕笉鍙樻垚鍞竴鍏ュ彛锛涚户缁繚鐣欐墜鍔ㄥ垱寤哄拰涓撳璺緞
• 鎶婇鍚紑涔︽祦绋嬪帇缂╂垚浣庤鐭ヨ礋鎷呯殑鐭摼璺紝浼樺厛鍋氬埌鈥滀竴鍙ョ伒鎰?-> 鏂瑰悜鍊欓€?-> 閫夋嫨鏂规 -> 缁х画鎺ㄨ繘鈥?
• 璁?AI 鍏堢粰鍑轰功鍚嶃€佸畾浣嶃€佷富绾垮啿绐併€佸墠 10 绔犳壙璇虹瓑缁撴瀯鍖栧垵绋匡紝鐢ㄦ埛浼樺厛鍋氶€夋嫨涓庣‘璁わ紝鑰屼笉鏄厛鎵嬪～瀹屾暣琛ㄥ崟
• 鍦ㄥ垱寤烘垚鍔熴€佸婕斿鏍哥偣銆佺珷鑺傛墽琛屽墠绛夊叧閿妭鐐癸紝鍙繚鐣欎竴涓渶鏄剧溂鐨勨€滃綋鍓嶆帹鑽愪笅涓€姝モ€?
• 閫愭鎶?椤圭洰妯″紡 / 鐘舵€佸瓧娈?/ 璧勬簮鍒嗘暟 / 楂樼骇閰嶇疆 鏀惰繘楂樼骇鍖烘垨 AI 榛樿琛ラ綈锛屼笉璁╂柊鎵嬪湪棣栧睆鍏堢悊瑙ｇ郴缁熷唴閮ㄦ蹇?
• 鎶?棰樻潗鍩哄簳搴?/ 鎺ㄨ繘妯″紡搴?/ 鍐欐硶妯℃澘 / 鍙岮I瑙勫垯 瀹氫箟涓虹郴缁熷唴缃祫婧愶紝鑰屼笉鏄姹傛柊鎵嬪厛浠庨浂寤鸿鐨勫悗鍙伴厤缃?
• 寤虹珛棣栨杩愯骞傜瓑 bootstrap锛?
  • genre
  • story mode
  • style template
  • anti-AI rule 鍦ㄦ暟鎹簱涓虹┖鎴栫己灏戝唴缃祫婧愭椂鑷姩琛ラ綈锛岃€屼笉鏄姹傛墜鍔ㄦ墽琛岄澶栧垵濮嬪寲鍛戒护
• 缁熶竴鈥滈粯璁よ祫婧愬凡灏辩华鈥濈殑浣撻獙锛屼笉鍐嶈棰樻潗鍩哄簳銆佹帹杩涙ā寮忋€佸啓娉曟ā鏉垮垎鍒蛋涓夊涓嶅悓鐨勯娆″～鍏呰涔?
• 榛樿璧勬簮浼樺厛璧扳€滃皬鑰屽己 starter pack鈥濓紝鍏堜繚璇佹柊鎵嬭兘蹇€熷紑濮嬶紝鍐嶄繚鐣欏悗鍙版墿灞曚笌 AI 鐢熸垚鑳藉姏
• 璁?AI 璐熻矗浠庨粯璁よ祫婧愪腑鍋氱粨鏋勫寲鎺ㄨ崘涓庣粍鍚堬紝鐢ㄦ埛浼樺厛鐪嬪埌鈥滅郴缁熷凡涓轰綘鎺ㄨ崘鈥濓紝鑰屼笉鏄厛娴忚璧勬簮搴撹嚜宸辨寫
• 鍒涘缓椤典笌鑷姩瀵兼紨棣栬疆浼樺厛娑堣垂 AI 鎺ㄨ崘缁撴灉锛屼緥濡傦細
  • 鎺ㄨ崘棰樻潗鍩哄簳
  • 鎺ㄨ崘涓绘帹杩涙ā寮?
  • 鎺ㄨ崘鍓帹杩涙ā寮?
  • 鎺ㄨ崘榛樿鍐欐硶妯℃澘 鑰屼笉鏄妸杩欎簺閫夋嫨閮藉墠缃负蹇呭～鍔ㄤ綔

瀹屾垚鏍囧織锛?

• 鏂扮敤鎴疯繘鍏ラ椤靛悗锛岃兘鍦?5-10 绉掑唴鐞嗚В鈥滃厛鐐?AI 鑷姩瀵兼紨寮€涔︹€?
• 鐢ㄦ埛鍙互鍦ㄤ笉鐞嗚В瀹屾暣灏忚瑙勫垝鏈鐨勫墠鎻愪笅锛岀敤鏋佸皯杈撳叆鍚姩绗竴鏈功
• 棣栬疆寮€涔﹂粯璁ょ敱 AI 浜у嚭 `鏂瑰悜鍊欓€?/ 鏍囬鍊欓€?/ 涓荤嚎閽╁瓙 / 鍓?10 绔犳壙璇篳锛岀敤鎴蜂富瑕佸仛纭涓庡井璋?
• 鍒涘缓鎴愬姛鍚庯紝绯荤粺濮嬬粓鑳界粰鍑哄崟涓€鏄庣‘鐨勪笅涓€姝ワ紝鑰屼笉鏄妸鐢ㄦ埛鐩存帴鏆撮湶缁欏鏉傚伐浣滃彴
• 鑷姩瀵兼紨鎴愪负鏂版墜鎺ㄨ崘鍏ュ彛锛屼絾鎵嬪姩鍒涘缓浠嶄繚鐣欎负鍙鐨勯珮绾ц矾寰?
• 棣栨鍚姩鍚庯紝棰樻潗鍩哄簳搴撱€佹帹杩涙ā寮忓簱銆佸啓娉曟ā鏉垮拰鍙?AI 瑙勫垯榛樿鍙敤锛屼笉闇€瑕佹柊鎵嬪厛鐞嗚В鍚庡彴璧勬簮绠＄悊
• 榛樿璧勬簮鐨勫～鍏呮満鍒跺鐢ㄦ埛閫忔槑銆佸寮€鍙戝箓绛夈€佸鍚庣画鍗囩骇鍙淮鎶わ紝涓嶄細鍥犱负閲嶅鍚姩鎴栫増鏈崌绾т骇鐢熻剰鏁版嵁
• 鏂版墜鍦ㄥ垱寤虹涓€鏈功鏃讹紝榛樿鐪嬪埌鐨勬槸鈥淎I 宸叉帹鑽愮殑璧勬簮缁勫悎鈥濓紝鑰屼笉鏄€滅┖搴?+ 鎵嬪姩閫夋嫨鈥?
• 璧勬簮搴撻〉闈粠鈥滃紑涔﹀墠蹇呭仛鍑嗗鈥濋檷绾т负鈥滃彲閫夋煡鐪嬩笌楂樼骇璋冩暣鍖衡€?

P0-G 鎷嗕功宸ヤ綔鍙颁笌娓愯繘寮忔媶涔︽敹鍙?

褰撳墠鐘舵€侊細

• 宸插叿澶?鐭ヨ瘑鏂囨。 -> 鍒嗘绗旇 -> section 鍒嗘瀽 -> 璇佹嵁闈㈡澘 -> 鍙戝竷鍒板皬璇寸煡璇嗗簱 / 鐢熸垚鍐欐硶璧勪骇 鐨勫熀鏈摼璺?
• 鎷嗕功鍚庡彴宸茬粡鏈夌湡瀹炵殑 source segment銆乣currentStage / currentItemLabel`銆佹湇鍔￠噸鍚仮澶嶄笌瓒呮椂鎭㈠锛屼絾杩欎簺鑳藉姏浠嶄富瑕佸仠鐣欏湪鍚庡彴瀹炵幇灞?
• 褰撳墠浜у搧璇箟浠嶆洿鎺ヨ繎鈥滀竴娆℃€ф暣鏈媶涔︹€濓紝杩樹笉鏄€滃厛璇曡窇銆佸啀鍔犳繁銆佸彲鏆傚仠缁х画鈥濈殑鏂版墜鍙嬪ソ娴佺▼

褰撳墠鍓╀綑闂锛?

• 鍒涘缓鍏ュ彛褰撳墠鍙毚闇?鏂囨。 / 鐗堟湰 / 妯″瀷 / 鏄惁鐢熸垚鏃堕棿绾縛锛屾病鏈?鏁存湰 / 鍓?N 鐗囨 / 鎸囧畾鐗囨鑼冨洿` 杩欑被鑼冨洿鎺у埗锛岀敤鎴锋棤娉曚綆鎴愭湰鍏堝垽鏂祫鏂欏€间笉鍊煎緱缁х画鎷?
• cancelled 鐩墠鍚屾椂鎵挎媴鈥滄垜涓嶅仛浜嗏€濆拰鈥滄垜鍏堝仠涓€涓嬧€濅袱绉嶅惈涔夛紝缂哄皯鐪熸鐨?paused -> resume 璇箟锛涙兂缁х画鏃跺彧鑳?rebuild / retry
• 浠诲姟涓績鍜屾媶涔﹁鎯呰櫧鐒惰兘鏄剧ず褰撳墠闃舵锛屼絾浠嶇湅涓嶅埌 鐩爣鑼冨洿 / 宸插畬鎴愯寖鍥?/ 鍓╀綑鑼冨洿 / 鎭㈠璧风偣锛岄暱浠诲姟瀵圭敤鎴蜂粛鍋忛粦鐩?
• 涓€鏃︽敮鎸侀儴鍒嗚寖鍥存媶涔︼紝鑻ユ病鏈夋槑纭?coverage 鍚堝悓锛屽眬閮ㄧ粨鏋滃緢瀹规槗琚褰撴垚鈥滄暣涔︾粨璁衡€濓紝骞剁户缁鍙戝竷鍒扮煡璇嗗簱銆佺画鍐欏紩鐢ㄦ垨鍐欐硶璧勪骇
• 褰撳墠鍒嗘绗旇涓昏浣滀负鍚庡彴缂撳瓨瀛樺湪锛岀敤鎴疯繕鐪嬩笉鍒扳€滃墠鍑犳鍊间笉鍊煎緱缁х画鎷嗐€佸摢浜涚墖娈佃瘉鎹渶鍏抽敭銆佸綋鍓嶇粨璁鸿鐩栧埌鍝竴娈碘€濊繖绫讳腑闂村垽鏂?
• 褰撳墠鎷嗕功鏇村儚鈥滀骇鍑烘渶缁堟姤鍛娾€濓紝杩樼己灏戔€滃揩閫熼瑙?-> 鍐冲畾鏄惁鎵╄寖鍥?-> 鍐嶆繁鎷嗏€濈殑娓愯繘寮忓伐浣滄祦

褰撳墠閲嶇偣锛?

• 涓烘媶涔︿换鍔¤ˉ榻愭樉寮?scope 鍚堝悓锛屼紭鍏堟敮鎸?full_document / first_n_segments / segment_range锛屽苟鎶?scopeLabel / totalSegmentCount / completedSegmentCount / effectiveSegmentRange 鍙樻垚鍒楄〃銆佽鎯呭拰浠诲姟涓績閮藉彲瑙佺殑缁熶竴瀛楁
• 鎶婃媶涔︽敹鍙ｆ垚鈥滃厛蹇悗娣扁€濈殑榛樿娴佺▼锛氬厛鍏佽鐢ㄦ埛璺?鍓?N 鐗囨 寰楀埌浣庢垚鏈瘯璺戠粨鏋滐紝鍐嶅喅瀹?缁х画鍏ㄦ枃 / 鎵╁埌鏇村ぇ鑼冨洿 / 鏆傚仠绋嶅悗缁х画
• 澧炲姞鐪熸鐨?pause / resume 璇箟锛屽苟瑕佹眰鏆傚仠钀藉湪 鐗囨绗旇 鎴?section 杈圭晫锛涙仮澶嶆椂浼樺厛澶嶇敤宸叉湁 notes 涓庡凡瀹屾垚 section锛岃€屼笉鏄竴寰嬫暣鍗曢噸璺?
• 璁╀换鍔′腑蹇冦€佹媶涔﹁鎯呭拰鍒楄〃鏄庣‘鏄剧ず 褰撳墠璺戝埌绗嚑娈?/ 鎬诲叡鍑犳 / 褰撳墠 section / 涓轰粈涔堝仠 / 濡備綍缁х画锛屾妸闀胯€楁椂浠诲姟浠庡悗鍙扮姸鎬佹敼鎴愮敤鎴峰彲鎿嶄綔娴佺▼
• 涓洪儴鍒嗚寖鍥存媶涔﹁ˉ coverage 涓庡彲淇″害璇箟锛氭墍鏈夌粨璁洪兘瑕佹槑纭爣娉ㄢ€滃綋鍓嶄粎瑕嗙洊鍓?N 娈碘€濇垨鈥滃綋鍓嶈鐩栫 X-Y 娈碘€濓紝閬垮厤灞€閮ㄧ粨鏋滀吉瑁呮垚鏁翠功缁撹
• 鎶婂垎娈电瑪璁颁粠绾紦瀛樻彁鍗囦负鍙敤涓棿浜х墿锛屼紭鍏堟敮鎸佲€滃叧閿墖娈佃瘉鎹€濃€滅墖娈电儹鍖衡€濃€滈€傚悎缁х画娣辨媶鐨?section 寤鸿鈥濓紝璁┾€滅粏鍖栨媶涔︹€濅笉鍙瓑浜庨噸鍐欐渶缁堟姤鍛?
• 璁?鍙戝竷鍒板皬璇寸煡璇嗗簱 / 浠庢媶涔︾敓鎴愬啓娉?/ 缁啓寮曠敤 閮芥劅鐭ユ媶涔?coverage锛涘眬閮ㄦ媶涔﹂粯璁よ涔堝甫椋庨櫓鎻愮ず锛岃涔堣姹傜敤鎴锋槑纭‘璁わ紝涓嶉潤榛樺啋鍏呭畬鏁翠笂娓歌祫浜?
• 鑼冨洿鎺у埗銆佹殏鍋滄仮澶嶄笌 coverage 绾︽潫閮戒繚鎸?deterministic锛涚湡姝ｇ殑缁撹鐢熸垚銆佺儹鐐瑰綊绾冲拰 section 娣卞寲浠嶇敱 AI 缁撴瀯鍖栬緭鍑鸿礋璐ｏ紝涓嶄负鍛戒腑鐜囨坊鍔犲叧閿瘝寮忎吉 fallback

瀹屾垚鏍囧織锛?

• 鐢ㄦ埛鍒涘缓鎷嗕功鏃跺彲浠ョ洿鎺ラ€夋嫨 鏁存湰 / 鍓?N 鐗囨 / 鎸囧畾鐗囨鑼冨洿锛屼笖鍒楄〃銆佽鎯呫€佷换鍔′腑蹇冩樉绀轰竴鑷?
• 鐢ㄦ埛鍙互鎶婃媶涔︿换鍔℃殏鍋滃悗缁х画锛屽苟浠庢渶杩戝凡瀹屾垚鐨?鐗囨绗旇 / section 杈圭晫鎭㈠锛屼笉闇€瑕佹暣鍗曢噸鏉?
• 鍓?N 鐗囨璇曡窇 -> 鎵╁ぇ鍏ㄦ枃缁х画 鑳藉鐢ㄥ悓涓€鎵?notes / cache / 杩涘害淇℃伅锛岃€屼笉鏄噸澶嶈姳璐逛竴閬?
• 灞€閮ㄦ媶涔︾粨鏋滃湪璇︽儏銆佸鍑恒€佸彂甯冦€佸啓娉曡祫浜у拰缁啓寮曠敤閲岄兘甯︽槑纭?coverage 鏍囪瘑锛屼笉鍐嶈璇涓烘暣涔﹀垎鏋?
• 鐢ㄦ埛闄や簡鏈€缁?section 鎶ュ憡锛岃繕鑳界湅鎳傚綋鍓嶆媶涔﹁鐩栦簡鍝噷銆佸叧閿瘉鎹潵鑷摢浜涚墖娈点€佹帴涓嬫潵鏈€鍊煎緱缁х画鎷嗕粈涔?
• 鎷嗕功闀夸换鍔′粠鈥滃彧鑳藉彇娑堟垨閲嶈窇鈥濆崌绾т负鈥滃彲璇曡窇銆佸彲鏆傚仠銆佸彲鎭㈠銆佸彲鎵╄寖鍥粹€濈殑娓愯繘寮忔祦绋?

---

5. 褰撳墠鎵ц椤哄簭涓庨噷绋嬬

绗竴闃舵锛氬厛鏀跺彛宸茬粡寮€濮嬭惤鍦扮殑璧勪骇娑堣垂涓庢柊鎵嬩富閾?

• P0-B 宸茶惤鍦拌祫浜х殑鏇存繁娑堣垂
• 绔犺妭缁嗗寲鍙敤鎬ч棬绂?/ 杞婚噺 taskSheet / 闈為樆濉?artifactHealth
• 闃舵绾фā鍨嬭矾鐢变笌 fallback
• P0-F 鏂扮敤鎴烽鍚笌蹇€熷紑涔﹀叆鍙ｆ敹鏁?
• P0-G 鎷嗕功宸ヤ綔鍙颁笌娓愯繘寮忔媶涔︽敹鍙?
• P0-1 鑷姩瀵兼紨妯″紡鍙楁帶鎺ㄨ繘涓庣姸鎬佸彲瑙ｉ噴鎬цˉ寮?
• 姣忚疆鍏抽敭浜や粯鍚庣┛鎻掓渶灏忕湡瀹炴暟鎹儫娴嬶紝涓嶅啀鎶?P0-A 鍗曠嫭鎷嗘垚鐙珛鍏堣闃舵

瀹屾垚鏍囧織锛?

• 鍒涘缓銆佽嚜鍔ㄥ婕斻€佹帴绠°€佺珷鑺傝鍒掍笌绔犺妭鎵ц寮€濮嬫洿绋冲畾鍦版秷璐瑰悓涓€鎵归粯璁よ祫浜?
• 鍧忕珷鑺傜粏鍖栦骇鐗╀笉浼氳杩?chapter_batch_ready銆佺珷鑺傚悓姝ユ垨鍚庣画绔犺妭鎵ц
• 鏂版墜鐢ㄦ埛鍦ㄩ椤靛埌鍒涘缓椤典箣闂磋兘鏄庣‘鐭ラ亾鈥滃厛鎬庝箞寮€濮嬧€?
• 鎷嗕功鏀寔 `鍓?N 鐗囨璇曡窇 / 鏆傚仠鍚庣户缁?/ 鎵╄寖鍥寸户缁璥锛屼笖灞€閮ㄧ粨鏋滀笉浼氳璇綋鎴愭暣涔︾粨璁?
• 鐢ㄦ埛鍦ㄦ殏鍋?/ 澶辫触 / 鍙户缁笁绫荤姸鎬佷笅锛岃兘鐪嬫噦涓轰粈涔堝仠銆佹€庝箞缁х画
• 鑷姩瀵兼紨涓庣珷鑺傛墽琛屼氦鎺ャ€佹殏鍋滄仮澶嶃€侀€€鍑哄婕旀ā寮忕瓑涓讳氦浜掔户缁敹鍙ｏ紝鑰屼笉鏄叆鍙ｅ墠杩涖€佸悗娈电姸鎬佽惤鍚?

骞惰 UX 杞ㄩ亾锛?

• 鏂扮敤鎴烽鍚叆鍙ｆ敹鏁涗笌鑷姩瀵兼紨鎺ㄨ崘鍏ュ彛鍓嶇疆鍙互骞惰鎺ㄨ繘
• 浣嗗叆鍙ｆ敹鏁涗紭鍏堣В鍐斥€滅敤鎴风煡閬撴€庝箞寮€濮嬧€濓紝涓嶅厑璁镐负浜嗛灞忚浆鍖栨柊澧炴洿澶氬鏉傚墠缃厤缃?

鍙楁帶浜у搧鍖栭鐮旇建閬擄細

• 闈㈠悜闈炲紑鍙戠敤鎴风殑妗岄潰鍖栨帴鍏ュ彲浠ユ彁鍓嶅仛鏂规璁捐銆佺洰褰曢鐣欏拰澹冲眰楠岃瘉
• 浣嗕笉寰椾负浜嗘闈㈢増鎻愬墠閲嶅啓褰撳墠 client / server / shared 涓讳綋锛屼笉寰楀弽鍚戞墦鏂?P0 涓婚摼绋冲畾鎬ч獙鏀?
• 妗岄潰鍖栦竴鏈熼粯璁ゅ彧瑙ｅ喅鈥滃畨瑁呭嵆鍙紑涔︹€濓紝涓嶆彁鍓嶆妸鐭ヨ瘑搴撱€丵drant銆佸鏉傞儴缃查摼璺姮鎴愰鍙戠‖瑕佹眰

绗簩闃舵锛氭寔缁┛鎻掔湡瀹為摼璺娊鏌ュ苟鍋氬疄璺ㄥ叆鍙ｆ秷璐?

• 涔︾骇 framing
• story macro
• current volume window
• 鍔ㄦ€佽鑹茬郴缁?
• 鍗风骇宸ヤ綔鍙拌祫浜?
• 鏂版棫椤圭洰杩佺Щ閾捐矾涓庤嚜鍔ㄥ婕斾氦鎺ラ摼璺殑鏈€灏忕湡瀹炴暟鎹娊鏌?

瀹屾垚鏍囧織锛?

• 杩欎簺璧勪骇鍦?planner銆乺untime銆佸闃呫€乺epair銆乺eplan 涔嬮棿涓嶅啀鍥犲叆鍙ｄ笉鍚岀户缁垎鍙?
• 涓嶅啀鍙槸鈥滃凡缁忔帴绾库€濓紝鑰屾槸鈥滃湪鐪熷疄閾捐矾閲岀ǔ瀹氶┍鍔ㄨ涓衡€?

绗笁闃舵锛氭敹灏惧嵎鎴樼暐涓庤妭濂忓伐浣滃彴浜屾湡

• 绋冲畾 `鍗锋垬鐣ュ缓璁?-> critique -> 鍗烽鏋?-> 鑺傚鏉?-> 褰撳墠鍗锋媶绔燻
• 鎶?hard / soft planning銆乣uncertainty銆乣rebalance 鎺ュ叆榛樿娑堣垂閾?

瀹屾垚鏍囧織锛?

• 褰撳墠鍗锋媶绔犲墠蹇呴』鏈?beat sheet
• 鍚庡崐娈靛嵎绾ц鍒掑紑濮嬩繚鐣欑湡瀹炲脊鎬э紝鑰屼笉鏄吉纭鍒?
• 璺ㄥ嵎鑺傚鍜屽厬鐜版搴﹀紑濮嬪彲瑙併€佸彲鏍￠獙銆佸彲閲嶅钩琛?

绗洓闃舵锛氬墠绉荤粨鏋勫寲瑙勫垝璧勪骇

• 鍦ｇ粡 / 鎷嶇偣 杩涘叆鍗风骇宸ヤ綔鍙颁富瑙嗛噹
• 琛ラ綈鏁村嵎鐢熸垚銆侀噸鎺掋€佸悓姝ヨ兘鍔?
• 鎶?openPayoffs / payoffRefs / foreshadowStates 鏀舵暃涓虹粺涓€鐨?payoff ledger 涓庨粯璁よ鍥?

瀹屾垚鏍囧織锛?

• 瑙勫垝璧勪骇涓嶅啀鏁ｈ惤
• 鐢ㄦ埛鑳藉湪寮€鍐欏墠鐪嬪埌娓呮櫚鐨勭粨鏋勬壙璇哄拰鍏戠幇缂哄彛
• 鐢ㄦ埛鑳藉湪鍗风骇宸ヤ綔鍙颁腑鐩存帴鐪嬪埌 宸插煁璁?/ 寰呭洖鏀?/ 鏈嵎闇€瑙︾ / 宸插洖鏀?/ 澶辨晥 鐨勭粺涓€鍒楄〃

绗簲闃舵锛氶棴鍚堢姸鎬併€佸璁°€侀噸瑙勫垝鍥炶矾

• 鐘舵€佸璞°€佸紑鏀惧啿绐併€佸璁￠棶棰樸€乺eplan 鍏卞悓椹卞姩缁珷
• 褰㈡垚澶氱珷杩炵画绾犲亸鑳藉姏
• 浼忕瑪鐘舵€併€佹湭鍏戠幇浜嬮」銆佺珷鑺傚厬鐜板叧鑱斾笌 payoff ledger 鍏卞悓椹卞姩鈥滀笅涓€绔犲簲璇ユ敹浠€涔堛€佹槸鍚﹀厑璁哥户缁帇鍚庛€佸亸鑸悗濡備綍閲嶆帓鈥?

瀹屾垚鏍囧織锛?

• 闀跨瘒杩炵画鍐欎綔涓嶅啀涓昏渚濊禆浜哄伐鐩洏
• 绯荤粺鑳芥洿鏃╁彂鐜板亸鑸苟鎺ㄥ姩鍚庣画淇
• 绯荤粺鑳戒富鍔ㄨ瘑鍒?宸查摵鏈敹 / 鏃犻摵纭敹 / 鍥炴敹寤惰繜 / 鐘舵€佸€掗€€锛屽苟鎺ㄥ姩鍚庣画绐楀彛閲嶈鍒?

骞惰杈圭晫锛?

• 鍏佽骞惰锛歚P0-B 璧勪骇娑堣垂娣卞寲銆乣P0-F 鏂版墜鍏ュ彛鏀跺彛銆乣P0-1 鑷姩瀵兼紨闂幆鏀跺彛銆乣P0-A 鐨勬渶灏忕湡瀹炴暟鎹娊鏌ャ€乣鍦ｇ粡 / 鎷嶇偣` 缁撴瀯鍖栬祫浜ц璁?
• 涓嶅缓璁苟琛岋細鍦ㄨ祫浜ф秷璐逛笌鏂版墜涓婚摼鏈敹鍙ｅ墠鍐嶆澶ф敼棣栭〉鍏ュ彛锛涘湪 P0 闂幆鏈ˉ榻愬墠澶ц妯℃墿灞曟洿澶氭柊鍏ュ彛锛涘湪 P0 鏈ǔ鍓嶆彁鍓嶆帹杩?P1

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6. 褰撳墠楠屾敹鏍囧噯

绔埌绔獙鏀?

• 鏂伴」鐩拰鏃ч」鐩兘鑳借窇閫?鍗风骇瑙勫垝 -> 绔犺妭鍚屾 -> 绔犺妭瑙勫垝 -> runtime
• 鏃ф暟鎹縼绉诲悗涓嶄細鍥犱负鏃у瓧娈垫畫鐣欒€岄樆鏂柊涓婚摼
• Planner銆丷untime銆佸闃呫€佷慨澶嶅鍚屼竴鎵规牳蹇冭祫浜х殑娑堣垂缁撴灉涓€鑷?

缁撴瀯閾鹃獙鏀?

• 绔犺妭瑙勫垝榛樿缁撴瀯婧愮ǔ瀹氭潵鑷?`涔︾骇 framing + story macro + current volume window + 鍗风骇宸ヤ綔鍙癭
• 鏃?outline / structuredOutline 鍙繚鐣欏吋瀹规€у弬鑰冨湴浣?
• purpose / boundary / taskSheet 涓嶄粎缁撴瀯鍚堟硶锛岃€屼笖閫氳繃鍙敤鎬ч棬绂侊紱鍧忕粏鍖栦骇鐗╀笉浼氳鍏?chapter_batch_ready
• 姝ｆ枃榛樿璧版暣绔犱竴娆℃€х敓鎴愶紱sceneCards 涓庢墽琛屽悎鍚屽埛鏂板彧浣滀负杈呭姪璧勪骇銆佽瘖鏂垨灞€閮ㄤ慨澶嶈兘鍔涘瓨鍦紝涓嶅啀浣滀负榛樿鍐欎綔鍓嶇‖渚濊禆
• 鍦ｇ粡 / 鎷嶇偣 寮€濮嬩互鍓嶇疆瑙勫垝璧勪骇鑰屼笉鏄悗缃川妫€璧勪骇鐨勮韩浠藉弬涓庨摼璺?
• 浼忕瑪 / 鍥炴敹涓嶅啀鍙槸鏁ｈ惤瀛楁锛岀郴缁熻兘閫氳繃 payoff ledger 鍦ㄧ珷鑺傜敓鎴愬墠娓呮櫚灞曠ず缁撴瀯鎵胯銆佸厬鐜扮己鍙ｅ拰褰撳墠鍗峰繀椤诲鐞嗙殑 payoff obligations

鎷嗕功閾鹃獙鏀?

• 鐢ㄦ埛鑳藉湪鍚屼竴浠芥枃妗ｄ笂瀹屾垚 `鍓?N 鐗囨璇曡窇 -> 鏆傚仠 -> 鎭㈠ -> 鎵╁叏鏂嘸锛屼笖涓嶄涪澶卞凡瀹屾垚 notes / section
• 浠诲姟涓績銆佹媶涔﹁鎯呭拰鍒楄〃鑳戒竴鑷村睍绀?`鐩爣鑼冨洿 / 宸插畬鎴愯寖鍥?/ 褰撳墠鐗囨 / 褰撳墠 section / 鍙户缁姩浣渀
• 鏆傚仠 涓?鍙栨秷 璇箟鏄庣‘鍒嗙锛涙殏鍋滃悗鎭㈠涓嶄緷璧栨暣鍗?rebuild
• 灞€閮ㄦ媶涔︾殑瀵煎嚭銆佸彂甯冦€佸啓娉曠敓鎴愬拰缁啓寮曠敤閮借兘鏄惧紡甯?coverage锛屼笉鎶婂眬閮ㄧ粨鏋滈潤榛樺綋鏁翠功璧勪骇
• 鍒嗘绗旇銆佽瘉鎹潰鏉垮拰鏈€缁?section 鎶ュ憡涔嬮棿鑳藉榻愶紝鐢ㄦ埛鍙互杩芥函鈥滆繖涓粨璁烘潵鑷摢浜涚墖娈碘€?

鍗风骇宸ヤ綔鍙伴獙鏀?

• 绯荤粺鑳芥槑纭摢浜涘嵎鏄?hard planned锛屽摢浜涘嵎鏄?soft planned
• 姣忓嵎閮芥湁 opening hook / pressure source / selling point / payoff type / next hook 绾у埆鐨勮拷璇昏璁?
• 褰撳墠鍗锋湭鐢熸垚 beat sheet 鏃讹紝榛樿涓嶈兘鐩存帴鎷嗙珷鑺傚垪琛?
• 鍗曞嵎閲嶇敓鍚庯紝绯荤粺鑳界粰鍑虹浉閭诲嵎鍐嶅钩琛″缓璁?
• critique 鑳芥寚鍑哄嵎闂撮噸澶嶃€佷腑娈靛闄烽闄┿€佸嵎灏鹃挬瀛愯繃寮便€佷富瑙掑姬绾挎柇瑁傘€佸悗鍗婃湰杩囧害纭鍒?
• 褰撳墠鍗峰伐浣滃彴鑳介粯璁ゅ睍绀烘湰鍗?鏈厬鐜颁簨椤?/ 鏈珷鍏戠幇鍏宠仈 / 宸插洖鏀朵簨椤?/ 澶辨晥浜嬮」锛屼笖涓嶈姹傜敤鎴风炕鍘嗗彶鏂囨湰鎵嬪姩鏍稿

鐘舵€侀棴鐜獙鏀?

• StoryStateSnapshot銆乣OpenConflict銆乣AuditIssue銆乣ReplanDecision` 鑳界ǔ瀹氳繘鍏ラ粯璁ゆ秷璐归摼
• 绔犺妭鍋忚埅鍚庣郴缁熻兘鑷姩缁欏嚭鍚庣画绐楀彛閲嶈鍒?
• 杩炵画鍐欎綔澶氱珷鍚庯紝绯荤粺涓嶄細鍙矇娣€鐘舵€佽€屼笉娑堣垂鐘舵€?
• 浠诲姟涓績銆佷换鍔¤鎯呭拰缂栬緫椤佃兘涓€鑷村睍绀衡€滀负浠€涔堝仠銆佸浣曠户缁€佹渶鍚庡仴搴烽樁娈碘€濓紝鑰屼笉鏄彧缁欏師濮嬬姸鎬佺爜
• 绯荤粺鑳界ǔ瀹氳瘑鍒?setup -> pending_payoff -> paid_off / failed 鐨勭姸鎬佽縼绉伙紝骞跺 宸查摵鏈敹 / 鏃犻摵纭敹 / 鍥炴敹寤惰繜 / 鐘舵€佸€掗€€ 缁欏嚭鏄庣‘澶勭悊寤鸿锛涘綋鍓?payoff ledger 宸插紑濮嬭繘鍏ヨ繖鏉￠粯璁ら摼

鐢ㄦ埛缁撴灉楠屾敹

鍐欎綔灏忕櫧杈撳叆涓€鍙ラ鏉愭兂娉曞悗锛岀郴缁熷簲鑳藉锛?

• 鑷姩缁欏嚭鍙户缁秷璐圭殑鍏ㄤ功鏂规
• 杩炵画鎺ㄨ繘鍓?10 绔犺€屼笉鏄庢樉涓㈠け涓昏鐩爣銆佹牳蹇冭瀹氬拰涓荤嚎鍐茬獊
• 鍦ㄥ嚭鐜板亸鑸椂锛屼紭鍏堢敱绯荤粺缁欏嚭淇锛岃€屼笉鏄姹傜敤鎴锋墜鍔ㄤ慨琛ョ粨鏋?

鏂囨。涓庢不鐞嗛獙鏀?

• TASK.md 蹇呴』鍙繚鐣欏綋鍓嶆椿璺冭鍒掍笌褰掓。鎽樿
• 鍚庣画 backlog 鎷嗗垎蹇呴』浠ユ湰鏂囦欢涓哄敮涓€涓讳緷鎹?
• 鏂板浜у搧绾?prompt 蹇呴』缁х画閬靛畧 server/src/prompting/ 娌荤悊

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7. 鍙楁帶鎺ㄨ繘椤?

P0-1 鑷姩瀵兼紨妯″紡 v1

褰撳墠鐘舵€侊細

• 宸蹭粠鈥滃彈鎺ф仮澶嶄腑鈥濇帹杩涘埌鈥滃彈鎺ф帹杩涗腑鈥?
• 褰撳墠浠嶄笉璁″叆 P0 宸插畬鎴愰獙鏀?
• 褰撳墠浠嶄笉浣滀负鍞竴鍒涘缓鍏ュ彛锛屼絾鍙互浣滀负鏂版墜鎺ㄨ崘鍏ュ彛鍙楁帶鍓嶇疆灞曠ず
• chapter_batch_ready 涔嬪悗鐨勫墿浣欑珷鑺傚璐︺€佺户缁墽琛屼笌璐ㄩ噺淇鍚庢仮澶嶅凡寮€濮嬪舰鎴愰粯璁ら棴鐜?
• 浠诲姟璇︽儏銆佷换鍔′腑蹇冧笌灏忚缂栬緫椤佃鍙栨棫鑷姩瀵兼紨浠诲姟鏃讹紝宸茶兘鍦ㄨ鍙栭樁娈佃嚜鍔ㄥ璐?chapter_batch_ready 妫€鏌ョ偣锛岄伩鍏嶄笉鍚屽叆鍙ｇ湅鍒颁笉涓€鑷寸姸鎬?
• 宸茬敤鐪熷疄鏁版嵁搴撳壇鏈畬鎴愭棫椤圭洰鎺ョ鍦烘櫙鍥炲綊锛岀‘璁も€滈儴鍒嗕慨澶嶅悗浠庨涓湭瀹屾垚绔犺妭缁х画鈥濆拰鈥滃叏閮ㄤ慨澶嶅悗鑷姩瀹屾垚鈥濅袱鏉¤矾寰勬垚绔?
• waiting_approval 鍦?UI 灞傜殑鍩虹 live / checkpoint 璇嗗埆宸茶惤鍦帮紝涓嶅啀鎶娾€滄殏鍋滄樉绀烘垚澶辫触鈥濅綔涓虹嫭绔嬩富寰呭姙
• 缁熶竴杩愯鏃跺凡杩涘叆 MVP 钀藉湴闃舵锛歚DirectorRuntimeService / DirectorRuntimeStore / DirectorWorkspaceAnalyzer / DirectorPolicyEngine / DirectorNodeRunner` 宸插彲鏀拺蹇収銆佷簨浠躲€佺瓥鐣ャ€佷骇鐗╃储寮曞拰宸ヤ綔鍖哄垎鏋?
• Artifact Ledger 褰撳墠鏄?workflow task payload wrapper锛屽凡鑳借褰曟潵婧愩€乭ash銆佷緷璧栥€乻tale 鍜岀敤鎴峰唴瀹逛繚鎶わ紝浣嗚繕涓嶆槸鐙珛鎸佷箙鍖栬处鏈?
• 鍒涗綔涓灑宸茶兘閫氳繃 runtime tools 璇诲彇鑷姩瀵兼紨鐘舵€併€佽В閲婁笅涓€姝ャ€佽瘎浼版敼鏂囧奖鍝嶅拰璇锋眰缁х画鎺ㄨ繘锛涘綋鍓嶆槸宸ュ叿绾ф帴鍏ワ紝涓嶆槸瀹屾暣涓灑涓诲缂栨帓
• DirectorLangGraphPilot 宸插叿澶囦綆椋庨櫓鍥惧拰 interrupt / resume / trace 娴嬭瘯锛屼絾鑷姩瀵兼紨涓绘墽琛岄摼浠嶈蛋 DirectorRuntimeOrchestrator / StepModule / legacy adapter锛屼笉璧?LangGraph
• 鏈嶅姟閲嶅惎鍚庣殑鑷姩瀵兼紨浼氳繘鍏ュ緟鎵嬪姩鎭㈠鎻愮ず锛岀敤鎴风‘璁ゅ悗鍐嶆寜褰撳墠灏忚璧勪骇鍒ゆ柇鏂偣缁х画锛屼笉鍋氬悗鍙伴潤榛樿嚜鍔ㄧ画璺?

宸插綊妗ｇ粨璁猴細

• 鍘?v1 璁″垝鍐呯殑鍊欓€変笁娈靛紡浜や簰銆乣book framing 琛ラ綈銆乣story macro -> book contract銆佽鑹插噯澶囥€佸嵎鎴樼暐鍒板墠 10 绔犵粏鍖栥€佷换鍔℃仮澶嶉摼涓庢ā鍨嬭鍐欙紝宸蹭笉鍐嶅湪鏈妭灞曞紑
• 瓒呭嚭鍘?v1 璁″垝鐨?auto_to_execution 涓庣幇鏈夐」鐩帴绠′篃宸茶惤鍦帮紝缁熶竴鎸夆€滃凡瓒呭嚭鍘熻鍒掕寖鍥寸殑宸插畬鎴愰」鈥濆鐞嗭紝涓嶅啀鍦ㄦ椿璺冭鍒掍腑淇濈暀闀垮睍寮€
• auto_to_ready 鍗曟鏌ョ偣璇箟宸插苟鍏ョ幇琛屽婕旀祦锛屼笉鍐嶆寜鐙珛鍔熻兘寰呭姙缁存姢
• 鏃х殑鈥渇ront10 only鈥濊竟鐣屽凡琚?auto_to_execution 瓒呭嚭锛屼笉鍐嶄綔涓哄綋鍓?roadmap 鐨勯粯璁ょ害鏉?

2026-04-28 宸插畬鎴愬伐浣滐細

• Director Runtime 鍏变韩绫诲瀷銆佺姸鎬佸揩鐓с€佷簨浠躲€佹楠よ繍琛屻€佺瓥鐣ュ揩鐓у拰鍓嶇 projection 宸插畬鎴愮涓€杞帴鍏?
• Workspace Analyzer 鍜?Manual Edit Impact 宸查噰鐢ㄢ€滅‘瀹氭€?inventory + AI 缁撴瀯鍖栧垽鏂€濈殑 AI-first 鏂规
• Policy Engine 宸茶鐩栧彧寤鸿銆佹帹杩涗笅涓€姝ャ€佹帹杩涘埌妫€鏌ョ偣銆佸畨鍏ㄨ寖鍥磋嚜鍔ㄦ帹杩涖€佺敤鎴峰唴瀹逛繚鎶ゅ拰涓€娆¤嚜鍔ㄤ慨澶嶉绠?
• 绔犺妭鎵ц銆佽川閲忔鏌ャ€佷慨澶嶃€佺姸鎬佹彁浜ゃ€佷紡绗斿悓姝ュ拰瑙掕壊璧勬簮鍚屾宸插紑濮嬭繘鍏?Step Module / Workflow Plan 鎶曞奖
• Prompt Workbench 鍙鐩綍銆丆ontext Broker 鍜?runtime context resolver 宸茶惤鍦帮紝绔犺妭鍐欎綔 / 瀹℃牎 / 宸ヤ綔鍖哄垎鏋愬紑濮嬪叡鐢ㄤ笂涓嬫枃鍧?
• 浠诲姟涓績銆佸紑涔﹁繘搴﹂潰鏉垮拰灏忚宸ヤ綔鍙颁晶鏍忓凡寮€濮嬫秷璐?runtime projection锛屽睍绀哄綋鍓嶈妭鐐广€佹渶杩戜簨浠躲€侀樆濉炲師鍥犲拰鎺ㄨ繘鏂瑰紡
• 瀹氬悜楠岃瘉宸茶鐩?runtime policy銆丯odeRunner銆丄rtifact Ledger銆丒vent Projection銆丩angGraph Pilot銆丼tep Module銆丳rompt Workbench銆丆ontext Broker銆乨irector runtime tools 鍜屽惎鍔ㄦ仮澶嶅垵濮嬪寲

褰撳墠鍓╀綑闂锛?

• 涓夌杩愯妯″紡涓庣幇鏈夐」鐩帴绠¤櫧鐒堕兘宸叉帴涓婏紝浣嗙湡瀹?Prisma 鏁版嵁涓嬬殑瀹屾暣绔埌绔ǔ瀹氭€т粛缂烘寔缁洖褰?
• chapter_batch_ready 涔嬪悗鐨勫墿浣欑珷鑺傚璐︺€佺户缁墽琛屼笌淇鍚庤嚜鍔ㄦ敹鍙ｅ凡瀹屾垚涓€杞湡瀹炴暟鎹獙璇侊紝浣嗘湇鍔￠噸鍚悗鎵嬪姩鎭㈠ / 澶辫触閲嶈瘯浠嶉渶缁х画鍋氱┛鎻掑洖褰?
• 鑷姩瀵兼紨浜х墿铏界劧宸茶繘鍏ョ珷鑺傛墽琛岋紝浣嗕笌榛樿 P0 涓婚摼涔嬮棿浠嶆湁娈嬩綑鍒嗗弶锛屽挨鍏舵槸鍓嶅崐娈佃鍒掍緷鎹€佺煡璇嗘秷璐瑰拰绔犺妭鎵ц鍓嶇疆鐘舵€?
• 浠诲姟鐘舵€佸彲瑙ｉ噴鎬у熀纭€瀛楁宸茶繘鍏ヤ富閾撅紝浣嗕粛缂烘洿缁嗙殑 pendingReviewCount / nextAction / artifactHealthSummary / affectedScope 绛夊瓧娈?
• Step Module / NodeRunner 杩樻病鏈夋垚涓烘墍鏈夎嚜鍔ㄥ婕斿啓鍏ュ姩浣滅殑鍞竴鎵ц鍚堝悓锛岄儴鍒嗘棫闃舵浠嶆槸 legacy adapter + runtime 璁板綍鐨勬贩鍚堝舰鎬?
• Artifact Ledger 浠嶆槸 wrapper 绱㈠紩锛岀己鐙珛鎸佷箙鍖栥€佽法浠诲姟鍙煡璇€佺増鏈敓鍛藉懆鏈熷拰瀹屾暣鎭㈠鑳藉姏
• reader_promise / chapter_retention_contract / continuity_state / rolling_window_review / character_governance_state 宸茶繘鍏ヨ褰曞拰渚濊禆閾撅紝浣嗚繕娌℃湁褰㈡垚绋冲畾璇勪及 -> 淇 -> 鍐嶈瘎浼伴棴鐜?
• 鍒涗綔涓灑鎺ュ叆浠嶅亸宸ュ叿绾э紝灏氭湭褰㈡垚鈥滀腑鏋㈣鍒?-> director runtime -> step execution -> projection -> 鐢ㄦ埛纭鈥濈殑瀹屾暣浣撻獙
• server/src/prompting/workflows/workflowRegistry.ts 宸茶秴杩?700 琛岋紝鍚庣画缁х画鎵╁睍 intent 鍓嶅簲鎷嗗嚭鎸夊煙 workflow definitions锛涘綋鍓嶆寜鏈疆瑕佹眰鏆備笉澶勭悊
• 褰撳墠浠嶆病鏈夊舰鎴愯法澶氬嵎銆佽法闀垮懆鏈熺殑瀹屾暣鑷姩鎺ㄨ繘闂幆
• 鍦ㄩ粯璁や富閾剧ǔ瀹氬墠锛岃嚜鍔ㄥ婕斾粛涓嶅簲鎶负鍞竴鍒涘缓鍏ュ彛锛屼絾鍙互鎵挎媴鏂版墜鎺ㄨ崘鍏ュ彛瑙掕壊

褰撳墠閲嶇偣锛?

• 浼樺厛鎶婂€欓€夈€佺‘璁ゃ€佹帴绠°€佽鍒掋€佹媶绔犮€佺珷鑺傛墽琛屻€佸鏍°€佷慨澶嶃€佺姸鎬佹彁浜ゆ敹鍙ｅ埌 Step Module / NodeRunner / PolicyEngine
• 鍥寸粫 stage_review / auto_to_ready / auto_to_execution / 鐜版湁椤圭洰鎺ョ 鍥涚被璺緞鍋氱湡瀹炴暟鎹鍒扮楠屾敹锛屼絾涓嶅啀鎶?auto_to_ready 鍗曟鏌ョ偣鏈韩褰撲綔鐙珛鍔熻兘寰呭姙
• 鎶婃湇鍔￠噸鍚悗鐨勬墜鍔ㄦ仮澶嶃€佸け璐ラ噸璇曘€佽川閲忎慨澶嶄笌缁х画鎵ц缁х画鍋氱┛鎻掑洖褰掞紝灏ゅ叾琛ヨ冻鐪熷疄 Prisma 鏁版嵁涓庢棫椤圭洰鎺ョ鍦烘櫙涓嬬殑闈炵悊鎯崇姸鎬?
• 缁х画鍑忓皯瀵兼紨閾句笌褰撳墠 P0 榛樿涓婚摼涔嬮棿鐨勫垎鍙夛紝纭繚 story macro / book contract / volume assets / chapter detail bundle 琚悗缁粯璁ゆ秷璐?
• 鎶?reader promise銆乧hapter retention銆乧ontinuity銆乺olling review銆乧haracter governance 浠庤褰曞瀷浜х墿鎺ㄨ繘涓哄彲鍒ゆ柇銆佸彲澶辨晥銆佸彲灞€閮ㄤ慨澶嶇殑闂幆
• 璁╁垱浣滀腑鏋㈡帴鍏ヤ粠宸ュ叿璋冪敤鎺ㄨ繘鍒板畬鏁村鎵广€佺户缁墽琛屻€佺姸鎬佹姇褰卞拰鐢ㄦ埛纭闂幆
• LangGraph 鍙湪涓婅堪棰嗗煙鍚堝悓绋冲畾鍚庢帴鍏ヤ綆椋庨櫓鍏ュ彛锛屽厛楠岃瘉缂栨帓銆乮nterrupt銆乺esume 鍜?trace锛屼笉鎵胯浇涓氬姟鐪熺浉

瀹屾垚鏍囧織锛?

• 鑷姩瀵兼紨鍦ㄧ湡瀹?Prisma 鏁版嵁涓嬪彲绋冲畾瀹屾垚 auto_to_ready / stage_review / auto_to_execution / 鐜版湁椤圭洰鎺ョ 鍥涚被涓昏矾寰?
• chapter_batch_ready 涔嬪悗鐨勬墜鍔ㄦ仮澶嶃€佸け璐ラ噸璇曘€佽川閲忎慨澶嶄笌缁х画鎵ц褰㈡垚榛樿闂幆
• 浠诲姟涓績銆佷换鍔¤鎯呭拰缂栬緫椤靛鏆傚仠 / 澶辫触 / 寰呮墜鍔ㄦ仮澶?/ 鍙户缁姸鎬佺殑璇箟涓€鑷翠笖鍙搷浣?
• 鍏抽敭鍐欏叆鍔ㄤ綔閮介€氳繃 Step Module / NodeRunner / PolicyEngine锛岀敤鎴锋墜鍐欏唴瀹归粯璁よ淇濇姢
• Artifact Ledger 鑳芥敮鎸佺己澶卞垽鏂€佺増鏈潵婧愩€佷緷璧栥€乻tale銆佺敤鎴峰唴瀹逛繚鎶ゅ拰灞€閮ㄦ仮澶?
• 鍒涗綔涓灑鍙互鍩轰簬 runtime snapshot 鍜?workspace analysis 缁欏嚭涓嬩竴姝ュ缓璁紝骞堕€氳繃 approval gate 瀹夊叏鎺ㄨ繘鑷姩瀵兼紨
• 鍦ㄩ粯璁や富閾剧ǔ瀹氬墠锛岃嚜鍔ㄥ婕斿彧浣滀负鍙楁帶骞惰椤规帹杩涳紝涓嶇洿鎺ユ姮涓哄敮涓€鍒涘缓鍏ュ彛锛涗絾棣栭〉銆佸垪琛ㄥ拰绌虹姸鎬佸彲灏嗗叾浣滀负鏂版墜鎺ㄨ崘鍏ュ彛鍓嶇疆

---

8. P1 / P2 鎽樿

P1锛氫粠鈥滆兘鍐欏畬鏁存湰鈥濆埌鈥滆兘绋冲畾鍐欏ソ鈥?

P1 閲嶇偣瑙ｅ喅锛?

• 瑙掕壊寮у厜涓庡叧绯绘紨鍖栧紩鎿?
• 鑺傚涓庣瘒骞呮帶鍒剁郴缁?
• 鏁存湰鏂囬绋冲畾鍣?
• 缁撴瀯鍖栬蹇嗗崌绾?
• 闀跨瘒璐ㄩ噺瓒嬪娍璇勫垎浣撶郴

璇存槑锛?

• 鍐欐硶寮曟搸缁嗗寲浼樺寲銆侀鏍兼娴?/ 閲嶅啓鑱斿姩銆佸灞傚啓娉曟帶鍒讹紝鏇撮€傚悎鏀惧湪 P1 璐ㄩ噺娣卞寲闃舵锛屼笉杩涘叆褰撳墠 P0 涓荤嚎

P2锛氫粠鈥滄湁寮曟搸鈥濆埌鈥滄垚鐔熶骇鍝佸寲鈥?

P2 閲嶇偣瑙ｅ喅锛?

• 闈㈠悜灏忕櫧鐨勫叏娴佺▼浣滃搧宸ュ巶
• 澶氭ā寮忓垱浣滅瓥鐣?
• 棰樻潗涓庡啓娉曟ā鏉垮寲
• 鍙鍖栭暱绡囨帶鍒跺彴
• 瀹岀粨鍓嶅叏涔﹀贰妫€涓庝慨澶嶈鍒?

P2-A 闈炲紑鍙戠敤鎴锋闈㈠寲鎺ュ叆锛圗lectron 浼樺厛锛?

鐩爣锛?

• 璁╀笉浼氬畨瑁?Node銆乸npm銆丳risma锛屼篃涓嶇悊瑙ｅ墠鍚庣鍚姩閾捐矾鐨勬櫘閫氬垱浣滆€咃紝鍙互閫氳繃妗岄潰瀹夎鍖呯洿鎺ヨ繘鍏ヤ骇鍝?
• 鎶婂綋鍓嶁€滃紑鍙戣€呮簮鐮佽繍琛岃矾寰勨€濇敹鏁涗负鈥滃紑鍙戞ā寮忊€濓紝鍚屾椂鏂板鈥滄櫘閫氱敤鎴峰畨瑁呭嵆鐢ㄨ矾寰勨€?
• 棣栧厛瑙ｅ喅 `瀹夎 -> 閰嶇疆 -> 寮€涔 鐨勫熀纭€鍙敤鎬э紝鑰屼笉鏄竴涓婃潵杩芥眰瀹屾暣閮ㄧ讲銆佺煡璇嗗簱鍜岄珮绾ц繍缁磋兘鍔?

鏋舵瀯鍘熷垯锛?

• 妗岄潰鐗堜紭鍏堥噰鐢?Electron 澶栧３灞傦紝鑰屼笉鏄彁鍓嶉噸鍐欐牳蹇冧笟鍔￠€昏緫
• 淇濈暀鐜版湁 client / server / shared 浣滀负鏍稿績涓氬姟涓讳綋锛屾闈㈢増閫氳繃鏂板 desktop/ 宸ョ▼鎺ュ叆
• 鐜版湁 pnpm dev / pnpm build銆乄eb 杩愯鏂瑰紡銆佹簮鐮佸紑鍙戞柟寮忓繀椤荤户缁彲鐢紝妗岄潰鐗堜笉鑳藉弽鍚戠牬鍧忓師鏈夊紑鍙戣矾寰?
• 涓€鏈熶笉鎶婄幇鏈?REST / HTTP 涓氬姟鎺ュ彛鏁翠綋鏀归€犳垚 Electron IPC锛涗紭鍏堜繚鐣欐湰鍦?Node 鏈嶅姟 + 鏈湴鍓嶇绐楀彛鐨勬渶灏忔敼閫犺矾寰?
• Electron 璐熻矗锛?
  • 绐楀彛涓庡簲鐢ㄧ敓鍛藉懆鏈?
  • 鏈湴閰嶇疆涓庡畨鍏ㄥ瓨鍌?
  • 鏈湴鏈嶅姟鍚姩
  • 鏁版嵁鐩綍涓庢棩蹇楃洰褰曠鐞?
  • 瀹夎鍖呬笌鑷姩鏇存柊
• 涓氬姟灞傜户缁€氳繃缁熶竴鏈嶅姟绔叆鍙ｆ壙杞斤紝閬垮厤涓烘闈㈢増澶嶅埗涓€濂楀钩琛屼笟鍔″疄鐜?

涓€鏈熻寖鍥达紙鏈€灏忓彲鐢ㄦ闈㈢増锛夛細

• 鏂板 desktop/ 澹冲眰宸ョ▼锛岃兘鍚姩鐜版湁鍓嶇鏋勫缓浜х墿骞惰嚜鍔ㄦ媺璧锋湰鍦版湇鍔?
• 榛樿浣跨敤鏈湴 SQLite锛屽苟鎶婃暟鎹簱銆佹棩蹇椼€佽缃縼绉诲埌鐢ㄦ埛搴旂敤鐩綍锛岃€屼笉鏄」鐩伐浣滃尯
• 棣栧惎寮曞鏀逛负鍥惧舰鍖栧悜瀵硷紝浼樺厛鍙毚闇诧細
  • 妯″瀷鎻愪緵鍟嗛€夋嫨
  • API Key 濉啓
  • 鍩虹妯″瀷閫夋嫨
• 榛樿鍏抽棴 RAG / Qdrant锛屼笉鎶婄煡璇嗗簱閾捐矾浣滀负妗岄潰鐗堥鍙戦樆濉為」
• 棣栨鍚姩鑷姩琛ラ綈绯荤粺鍐呯疆璧勬簮锛岀‘淇濈敤鎴峰畨瑁呭悗鍙洿鎺ヨ繘鍏?`AI 鑷姩瀵兼紨寮€涔
• 妗岄潰鐗堢敤鎴蜂笉瑕佹眰鎵嬪姩澶嶅埗 .env銆佽繍琛?Prisma 鍛戒护鎴栫悊瑙?workspace 鍚姩椤哄簭

浜屾湡鑼冨洿锛堝湪鏈€灏忓彲鐢ㄥ悗杩藉姞锛夛細

• Windows / macOS 瀹夎鍖呭畬鍠?
• 妗岄潰鐗堣缃〉鎺ョ妯″瀷閰嶇疆锛岃€屼笉鏄户缁緷璧?.env
• API Key 杩涘叆绯荤粺瀹夊叏瀛樺偍锛岃€屼笉鏄槑鏂囨枃浠?
• 鑷姩鏇存柊銆佺増鏈鏌ヤ笌閿欒鏃ュ織閲囬泦
• 鍦ㄤ笉鐮村潖棣栧惎绠€鍗曟€х殑鍓嶆彁涓嬶紝鍐嶉€愭鎭㈠鐭ヨ瘑搴?/ RAG 鐨勬闈㈠寲鎺ュ叆鑳藉姏

鏄庣‘涓嶅仛锛?

• 涓嶄负浜嗘闈㈢増鎻愬墠鎶婃墍鏈?API 鏀规垚 Electron-only IPC
• 涓嶆妸 Qdrant銆丒mbedding銆佺煡璇嗗簱绱㈠紩浣滀负妗岄潰鐗堜竴鏈熺殑蹇呭～閰嶇疆
• 涓嶆妸妗岄潰鍖栫悊瑙ｆ垚鈥滄墦鍖呭綋鍓嶅紑鍙戣剼鏈劧鍚庤鐢ㄦ埛鑷繁缁х画閰?Node鈥?
• 涓嶅厑璁告闈㈢増闇€姹傚弽鍚戣揩浣垮綋鍓?Web / 婧愮爜杩愯鏂瑰紡澶辨晥

瀹屾垚鏍囧織锛?

• 闈炲紑鍙戠敤鎴锋棤闇€瀹夎 Node銆乸npm銆丳risma锛屽嵆鍙€氳繃瀹夎鍖呭惎鍔ㄤ骇鍝?
• 鐢ㄦ埛棣栨鎵撳紑妗岄潰鐗堝悗锛屽彲浠ュ湪 3-5 鍒嗛挓鍐呭畬鎴愭ā鍨嬮厤缃苟寮€濮嬬涓€鏈功
• 榛樿涓绘祦绋嬭兘鍦ㄦ闈㈢増涓畬鎴?`瀹夎 -> 棣栧惎鍚戝 -> 榛樿璧勬簮琛ラ綈 -> AI 鑷姩瀵兼紨寮€涔
• 褰撳墠 Web / 婧愮爜璺緞浠嶄繚鎸佸彲鐢紝妗岄潰鐗堝彧鏄柊澧炲垎鍙戝叆鍙ｈ€屼笉鏄浛浠ｅ叆鍙?
• 妗岄潰鐗堜竴鏈熶笂绾挎椂锛屽嵆渚夸笉鍚敤鐭ヨ瘑搴擄紝涔熻兘绋冲畾璺戦€氫富鍒涗綔閾?

---

9. 褰撳墠涓嶄紭鍏堝仛鐨勪簨

浠ヤ笅浜嬮」褰撳墠涓嶅簲鎶㈠湪 P0 鍓嶏細

• 鍦?P0 榛樿涓婚摼鏈ǔ鍓嶏紝鎶婅嚜鍔ㄥ婕斿仛鎴愬敮涓€鍒涘缓鍏ュ彛骞堕殣钘忔墜鍔ㄨ矾寰?
• 澶嶆潅涓撳缂栬緫鍣?
• 浣庝环鍊肩晫闈㈤噸鏋?
• 鍙紭鍖栧崟绔犮€佷笉浼樺寲鏁存湰绋冲畾鎬х殑灞€閮ㄤ綋楠?
• 楂樿嚜鐢卞害浣嗛珮璁ょ煡璐熸媴鐨勪笓瀹堕厤缃」
• 涓庨暱绡囦富閾惧急鐩稿叧鐨勫鍏ュ彛鑺卞紡鐢熸垚鎸夐挳
• 娌℃湁搴曞眰缁撴瀯妯″瀷鏀拺鐨勭偒鐩彲瑙嗗寲
• 璁╂柊鎵嬪湪棣栧睆鍏堢悊瑙ｈ繃澶氱郴缁熷唴閮ㄥ瓧娈点€佺姸鎬佸拰妯″紡锛屽啀鍐冲畾鏄惁寮€涔?
• 鎶婂啓娉曞紩鎿庣粏鍖栦紭鍖栨彁鍓嶆姮鍒板綋鍓嶄富绾夸箣鍓?
• 涓轰簡妗岄潰鐗堟彁鍓嶆妸 client / server / shared 澶ц妯℃敼閫犳垚 Electron 涓撶敤缁撴瀯
• 鎶?Qdrant / RAG / 鍚戦噺妫€绱㈤摼璺姮鎴愭闈㈢増涓€鏈熺殑棣栧彂纭姹?

缁熶竴鍒ゆ柇鏍囧噯锛?

杩欎釜鑳藉姏锛岃兘涓嶈兘鏄捐憲鎻愬崌涓€涓畬鍏ㄤ笉浼氬啓浣滅殑浜烘妸鏁存湰灏忚鍐欏埌瀹岀粨鐨勬垚鍔熺巼锛?

濡傛灉绛旀涓嶆槸鈥滆兘鏄庢樉鎻愬崌鈥濓紝浼樺厛绾у氨涓嶈楂樹簬褰撳墠 P0 涓荤嚎銆?

---

10. 榛樿鍐崇瓥

• TASK.md 鍙繚鐣欌€滃綋鍓嶆椿璺冭鍒?+ 宸插綊妗ｅ畬鎴愰」鎽樿鈥濅袱灞傜粨鏋?
• 宸插畬鎴愭ā鍧椾笉鍐嶅湪姝ｆ枃涓繚鐣欓暱绡囪璁¤鏄?
• 鏃ц矾绾垮浘銆佹棫璁捐绋裤€佹棫鍒嗛樁娈电粏鑺傜粺涓€閫氳繃 Git 鍘嗗彶杩芥函
• 褰撳墠瀹炴柦鑰呬笉渚濊禆鏈瀵硅瘽锛屽彧鐪嬫湰鏂囦欢灏卞簲鑳界洿鎺ユ媶鍑哄綋鍓?backlog
• 鍚庣画濡傛湁鏂板畬鎴愰」锛岄粯璁ゅ厛褰掓。锛屽啀鏇存柊娲昏穬璁″垝锛屼笉鍐嶅彔鍔犲巻鍙叉鏂?

---

P0-G Chapter Editor V2锛堟鏂囦腑蹇冪殑绔犺妭鍐呴棴鐜級

鏈疆鑼冨洿锛?

• 浠呭疄鐜?Phase 1 + Phase 2 MVP銆?
• 涓嶈繘鍏?Phase 3/4锛屾殏涓嶅仛闂淇 preview銆佸厜鏍囩画鍐欍€佽涔?diff銆佸眬閮ㄦ帴鍙椼€?

褰撳墠鐘舵€侊細

• 宸插畬鎴愰鐗堚€滄鏂囦腑蹇冪殑灞€閮?AI 绮句慨缂栬緫鍣ㄢ€濅富闂幆銆?
• 绔犺妭缂栬緫鑳藉姏宸茬粡杩佺Щ鍒扮嫭绔?NovelChapterEdit锛屽伐浣滃彴椤?ChapterManagementTab 鍙繚鐣欌€滄墦寮€绔犺妭缂栬緫鍣ㄢ€濆叆鍙ｅ拰鍘熺珷鑺傛墽琛岄€昏緫銆?
• 鍚庣宸茶ˉ榻愮珷鑺傜紪杈戜笓鐢?preview contract銆丳romptAsset 涓?route锛屾帴鍙楀€欓€夋椂浼氬厛鍒涘缓 novel snapshot 鍐嶈惤姝ｆ枃銆?

鏈€杩戞洿鏂帮細

• 2026-04-10锛氬畬鎴?rewrite-preview 鍚庣閾捐矾銆佸叡浜珷鑺傜紪杈戝櫒澹冲眰銆丳late 姝ｆ枃缂栬緫銆侀€夊尯娴姩宸ュ叿鏉°€佸€欓€?diff 鎶藉眽銆佹帴鍙楀墠鑷姩蹇収锛屽苟鍚屾璁″垝杩涘害銆?

宸插畬鎴愶細

• 鍏变韩缂栬緫鍣ㄥ３灞傦細鏂板 ChapterEditorShell锛岀粺涓€鎵挎帴椤堕儴杞绘帶鍒舵潯銆佸乏渚ц交涓婁笅鏂囥€佷腑澶鏂囩紪杈戙€佸彸渚ф寜闇€ diff 闈㈡澘锛屽疄闄呰惤鐐瑰湪鐙珛 NovelChapterEdit銆?
• 鍙屽叆鍙ｅ叧绯伙細NovelEdit -> ChapterManagementTab 缁х画浣滀负宸ヤ綔鍙板叆鍙ｏ紝NovelChapterEdit 浣滀负鐙珛姝ｆ枃缂栬緫椤垫壙杞芥湰杞簿淇棴鐜€?
• Plate 搴曞骇锛氭鏂囩紪杈戜粠鏃?textarea 鍒囧埌 Plate锛屾敮鎸佹鏂囩紪杈戙€侀€夊尯鐩戝惉銆佷繚瀛樼姸鎬併€佸瓧鏁扮粺璁°€?
• 閫夊尯 AI 鏀瑰啓闂幆锛氶鐗堟敮鎸?`浼樺寲琛ㄨ揪 / 鎵╁啓 / 绮剧畝 / 寮哄寲鎯呯华 / 寮哄寲鍐茬獊 / 鑷畾涔夋寚浠 鍏被鎰忓浘銆?
• 鍊欓€変笌 diff锛氭柊鎺ュ彛鍥哄畾杩斿洖 2-3 涓€欓€夌増鏈紝鍓嶇鏀寔 inline diff銆佸€欓€夊垏鎹€佹嫆缁濄€佸啀鐢熸垚銆佹帴鍙椼€?
• 瀹夊叏鍥為€€锛氭帴鍙楀€欓€夋椂鍏堣皟鐢ㄧ幇鏈?createNovelSnapshot锛宭abel 閲囩敤 chapter-editor:{chapterOrder}:{operation}:{timestamp}锛屽啀璋冪敤 updateNovelChapter銆?
• Prompt 娌荤悊锛氭柊澧?novel.chapter_editor.rewrite_candidates@v1锛屽凡娉ㄥ唽鍒?server/src/prompting/registry.ts锛屾湭鍦?service 鍐呭唴鑱斾笟鍔?prompt銆?
• 楠岃瘉锛氬凡閫氳繃 pnpm typecheck銆乣pnpm --filter @ai-novel/client build銆乣server/tests/chapterEditorPreview.test.js銆乣server/tests/prompting-governance.test.js`銆?

涓嬩竴姝ワ細

• Phase 3锛氭妸绔犺妭闂鍒楄〃鍗囩骇涓衡€滃畾浣?-> 寤鸿 -> diff -> 鎺ュ彈 -> 鍏抽棴鈥濈殑闂淇闂幆锛屽苟琛ョ珷鑺傚唴鐗堟湰鎶藉眽銆?
• Phase 4锛氳ˉ鍏夋爣缁啓銆佸潡绾?diff / 璇箟 diff銆佸眬閮ㄦ帴鍙楀拰鏇寸粏绮掑害鍥炴粴銆?
• 鍓嶇娴嬭瘯锛氬綋鍓嶄粨搴撹繕娌℃湁鐙珛鐨?client test runner锛屾湰杞厛浠?typecheck/build 涓哄噯锛涘悗缁渶瑕佽ˉ绔犺妭缂栬緫鍣ㄤ氦浜掓祴璇曞熀搴с€?
• 璇︾粏鏂规涓庤繘搴﹁褰曪細docs/plans/chapter-editor-v2-plan.md銆乣docs/checkpoints/chapter-editor-v2-progress.md`

11. 鏈€缁堢粨璁?

褰撳墠鐗堟湰鏈€閲嶈鐨勬灦鏋勮浆鍚戯紝涓嶆槸缁х画鍫嗗彔鏇村鍐欎綔宸ュ叿锛岃€屾槸瀹屾垚涓嬮潰杩欐潯韬唤鍗囩骇锛?

浠庯細
寮鸿緟鍔╁瀷 AI 灏忚宸ヤ綔鍙?

杞悜锛?
鍙ǔ瀹氬甫灏忕櫧瀹屾垚鏁存湰涓暱绡囧皬璇寸殑 AI 瀵兼紨绯荤粺

TASK.md 鐨勪綔鐢紝涓嶆槸璁板綍鎵€鏈夊巻鍙茶璁猴紝鑰屾槸绾︽潫鍚庣画姣忎竴杞爺鍙戦兘鍥寸粫杩欐潯涓荤嚎鎺ㄨ繘銆?

---

Codex 寮€鍙戝悓姝ワ紙鑷姩缁存姢锛?

鏈尯鍧楃敱 $task-md-sync 鑷姩缁存姢锛岀敤浜庡悓姝ュ紑鍙戣鍒掍笌瀹炵幇杩涘害銆? 浣跨敤绾﹀畾锛?

• 宸插畬鎴愰」浠ョ 2 鑺傚綊妗ｆ憳瑕佷负鍑嗭紝涓嶅啀鎶婃湰鍖哄潡閲岀殑瀹屾垚浠诲姟褰撲綔褰撳墠 backlog銆?
• 褰撳墠鐩存帴寰呭仛浜嬮」浠ョ 4 鑺傗€滃綋鍓嶆湭瀹屾垚寰呭仛娓呭崟鈥濅负鍑嗭紱鏈尯鍧椾富瑕佷繚鐣欏紑鍙戞祦姘磋褰曚笌浠嶆湭瀹屾垚鐨勪换鍔℃潯鐩€?

鑺傚鎷嗙珷鎭㈠绮掑害鏀剁粏

• 鏍囪瘑锛歚task-bd8822d224`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-18 09:23
• 姒傝锛氬凡瀹炵幇 structured_outline 鎸夊嵎 / beat / detail mode 鐨勬仮澶嶆父鏍囷紝鑷姩瀵兼紨涓庢墜鍔ㄦ媶绔犻〉閮借兘浠庢渶杩戝凡瀹屾垚杈圭晫缁х画锛屼笉鍐嶉粯璁や粠 0 閲嶈窇銆?

璁″垝娓呭崟锛?

• 鎶?structured_outline 鎭㈠娓告爣锛屾寜鍗?/ beat / detail mode 鍒ゆ柇涓嬩竴姝?
• 璁?chapter_list full_volume 鏀寔浠庨涓湭瀹屾垚 beat 缁х画
• 璁╄嚜鍔ㄥ婕旀仮澶嶄笌鎹㈡ā鍨嬮噸璇曡烦杩囧凡瀹屾垚鍗枫€佸凡瀹屾垚 beat銆佸凡瀹屾垚缁嗗寲椤?
• 璁╂墜鍔ㄦ媶绔犻〉澶辫触鍚庡洖濉凡鑷姩淇濆瓨杩涘害锛屽苟璁╂壒閲忕粏鍖栦粠缂哄け mode 缁х画
• 琛ュ悗绔洖褰掓祴璇曞苟楠岃瘉鎭㈠閾?

杩涘害璁板綍锛?

• 2026-04-18 09:03 [寮€鍙戜腑] 宸茶繘鍏ュ疄鐜帮紝寮€濮嬫敹缁嗚妭濂忔媶绔犳仮澶嶇矑搴︺€?
• 2026-04-18 09:23 [宸插畬鎴怾 宸插畬鎴愬悗绔仮澶嶆父鏍囥€乧hapter_list 缁窇銆佸墠绔け璐ュ洖濉笌鎵归噺缁嗗寲缁窇锛屽苟琛ラ綈鐩稿叧娴嬭瘯涓庢瀯寤洪獙璇併€?

鎸夊嵎鑺傚鍒嗗潡鐢熸垚绔犺妭鏍囬

• 鏍囪瘑锛歚task-2f4c88b71e`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-17 01:12
• 姒傝锛氬皢褰撳墠鏁村嵎涓€娆℃€х珷鑺傛爣棰?鎽樿鐢熸垚鏀逛负鎸夊嵎鑺傚 beat 鍒嗗潡鐢熸垚锛屽苟鏀寔鑺傚娈靛眬閮ㄩ噸鐢熶笌绔犺妭 beatKey 鏄惧紡缁戝畾銆?

璁″垝娓呭崟锛?

• 鎵╁睍绔犺妭鍒楄〃鐢熸垚鍚堝悓锛屾柊澧?generationMode銆乣targetBeatKey 鍜岀珷鑺?beatKey` 鏄惧紡缁戝畾
• 閲嶆瀯 chapter_list 缂栨帓涓烘寜 beat 鍒嗗潡鐢熸垚銆佸潡绾ф牎楠屼笌鏁村嵎鍚堝苟
• 鍦ㄨ妭濂?/ 鎷嗙珷宸ヤ綔鍖哄鍔犺妭濂忔灞€閮ㄩ噸鐢熷叆鍙ｏ紝骞朵紭鍏堟寜 beatKey 褰掔粍绔犺妭
• 琛ュ厖鏈嶅姟绔€乸rompt銆佸墠绔笌宸ヤ綔娴佸洖褰掓祴璇?

杩涘害璁板綍锛?

• 2026-04-16 23:55 [寮€鍙戜腑] 宸茬‘璁ゅ疄鐜拌寖鍥翠粎瑕嗙洊绔犺妭鏍囬/鎽樿閾捐矾锛屽噯澶囧紑濮嬭惤鍦?shared contract銆乻erver orchestrator 涓庡伐浣滃尯灞€閮ㄩ噸鐢熷叆鍙ｃ€?
• 2026-04-17 01:12 [宸插畬鎴怾 宸茶惤鍦?beat-by-beat 绔犺妭鍧楃敓鎴愩€乣single_beat 灞€閮ㄩ噸鐢熴€佺珷鑺?beatKeycanonical 鍐欏洖銆佸墠绔?beat-aware 鍒嗙粍涓庡眬閮ㄩ噸鐢熸寜閽紝骞堕€氳繃pnpm --filter @ai-novel/server build銆乣pnpm --filter @ai-novel/client build 涓庡畾鍚戞湇鍔＄娴嬭瘯銆?

绔犺妭姝ｆ枃鎭㈠鏁寸珷鐢熸垚

• 鏍囪瘑锛歚task-7c41b2e0d3`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-14 23:22
• 姒傝锛氬洖閫€绔犺妭姝ｆ枃涓婚摼璺紝涓嶅啀鎸?sceneCards 鎷嗗満鏅敓鎴愶紝涔熶笉鍦ㄧ敓鎴愬墠鑷姩鍒锋柊绔犺妭鎵ц鍚堝悓锛岃鈥滈噸鍐欐湰绔犫€濆拰鏅€氭鏂囩敓鎴愮粺涓€鎭㈠涓烘暣绔犱竴娆℃€у啓浣溿€?

璁″垝娓呭崟锛?

• 纭閲嶅啓鏈珷涓庢櫘閫氱敓鎴愮殑缁熶竴鍏ュ彛锛屽畾浣嶅満鏅┍鍔ㄦ帴鍏ョ偣
• 鍥為€€姝ｆ枃涓荤敓鎴愬埌鏁寸珷涓€娆℃€у啓浣滐紝骞剁Щ闄ょ敓鎴愬墠鑷姩鎵ц鍚堝悓鍒锋柊
• 鏇存柊鏈€灏忓洖褰掓祴璇曪紝纭 createChapterStream 涓嶅啀瑙﹀彂鎵ц鍚堝悓鍒锋柊

杩涘害璁板綍锛?

• 2026-04-14 23:12 [寮€鍙戜腑] 宸茬‘璁ら噸鍐欐湰绔犱粛璧扮粺涓€ /generate 鍏ュ彛锛屽綋鍓嶉澶栬€楁椂涓昏鏉ヨ嚜鍦烘櫙椹卞姩涓庣敓鎴愬墠鎵ц鍚堝悓鍒锋柊銆?
• 2026-04-14 23:22 [宸插畬鎴怾 宸插洖閫€姝ｆ枃涓婚摼璺埌鏁寸珷涓€娆℃€у啓浣滐紝骞堕€氳繃 @ai-novel/shared build銆乣@ai-novel/server build 涓?chapterRuntimeCoordinator.test.js` 瀹氬悜楠岃瘉銆?

鍦烘櫙鍐欎綔鍘诲瓧鏁版彁绀?

• 鏍囪瘑锛歚task-4f8a2d7c11`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-14 21:36
• 姒傝锛氱Щ闄ゅ満鏅鏂囧啓浣滈樁娈电洿鎺ヤ紶缁?LLM 鐨勫満鏅?绔犺妭瀛楁暟棰勭畻鎻愮ず锛屼繚鐣欏満鏅亴璐ｃ€佽繘鍏?閫€鍑虹姸鎬佷笌鍐呴儴娴佸紡鎵ц鏈哄埗锛岄檷浣庡満鏅缁熶竴棰勭畻璇濇湳鐗靛紩鎴愬悓璐ㄨ妭濂忕殑椋庨櫓銆?

璁″垝娓呭崟锛?

• 姊崇悊鍦烘櫙鍐欎綔 prompt銆佸満鏅悎鍚屽潡鍜岀画鍐欐憳褰曢噷鐨勯暱搴︽彁绀哄叆鍙?
• 绉婚櫎鍦烘櫙 prompt 涓殑鍦烘櫙棰勭畻銆佺珷鑺傞绠楀拰鍒嗚疆鏂板/纭笂闄愭彁绀?
• 琛ュ厖鍥炲綊娴嬭瘯锛岀‘璁ゅ満鏅?prompt 涓庡満鏅悎鍚屽潡涓嶅啀鏆撮湶鐩存帴闀垮害棰勭畻

杩涘害璁板綍锛?

• 2026-04-14 21:24 [寮€鍙戜腑] 宸茬‘璁ゅ満鏅祦浼氭妸鍦烘櫙棰勭畻銆佺珷鑺傞绠楀拰杞棰勭畻鍚屾椂鏆撮湶缁?LLM锛屼笂涓嬫枃璇皵瀹规槗閲嶅銆?
• 2026-04-14 21:31 [寮€鍙戜腑] 宸茬Щ闄ゅ満鏅?prompt銆佸満鏅悎鍚屽潡鍜屽満鏅画鍐欐憳褰曚腑鐨勭洿鎺ラ暱搴︽彁绀猴紝淇濈暀鍦烘櫙鑱岃矗涓庤疆娆＄姸鎬佽涔夈€?
• 2026-04-14 21:36 [宸插畬鎴怾 宸查€氳繃 @ai-novel/server build 涓?prompting銆乣sceneBudgetRuntime` 瀹氬悜娴嬭瘯銆?

绔犺妭瀹℃牎鍗曟淇姝㈡崯

• 鏍囪瘑锛歚task-1d9c5b7e21`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-14 21:10
• 姒傝锛氬皢绔犺妭娴佹按绾跨殑榛樿瀹℃牎閲嶈瘯鏀舵暃涓衡€滃垵瀹″け璐ュ悗鏈€澶氫慨涓€娆★紝鍐嶅瀹′竴娆★紝澶辫触鍗冲仠鈥濓紝鍑忓皯绔犺妭鍦ㄥ鏍?淇闃舵鍙嶅寰幆銆?

璁″垝娓呭崟锛?

• 姊崇悊褰撳墠绔犺妭瀹℃牎涓庝慨澶嶉噸璇曢摼璺?
• 灏嗛粯璁ら噸璇曢绠椾粠 2 璋冩暣涓?1锛岃鐩栬嚜鍔ㄥ婕斻€佹壒閲忔祦姘寸嚎鍜岀紪杈戦〉榛樿鍊?
• 琛ュ厖鏈€灏忓洖褰掓祴璇曪紝纭涓嶄細杩涘叆绗笁杞鏍?

杩涘害璁板綍锛?

• 2026-04-14 21:04 [寮€鍙戜腑] 宸茬‘璁ゅ綋鍓嶉噸澶嶆潵鑷粯璁?maxRetries=2锛屽鑷粹€滃鏍?-> 淇 -> 瀹℃牎 -> 淇 -> 瀹℃牎鈥濄€?
• 2026-04-14 21:08 [寮€鍙戜腑] 宸插皢鑷姩瀵兼紨銆佺珷鑺傛祦姘寸嚎鍜岀紪杈戦〉榛樿閲嶈瘯棰勭畻缁熶竴鏀舵暃涓?1銆?
• 2026-04-14 21:10 [宸插畬鎴怾 宸查€氳繃 @ai-novel/server build銆乣@ai-novel/client typecheck 涓?chapterRuntimePipeline銆乣novelDirectorAutoExecution 瀹氬悜娴嬭瘯銆?

姝ｆ枃鍦烘櫙鍚堝悓涓婚摼璺帴閫?

• 鏍囪瘑锛歚task-6e2c3f1b9a`
• 鐘舵€侊細寮€鍙戜腑
• 鏈€杩戞洿鏂帮細2026-04-14 20:34
• 姒傝锛氳浠诲姟鏇惧皾璇曡姝ｆ枃鐢熸垚涓婚摼璺湪鍐欎綔鍓嶈嚜鍔ㄥ埛鏂扮珷鑺傛墽琛屽悎鍚岋紝骞朵紭鍏堟秷璐?canonical sceneCards 鎸夊満鏅啓浣滐紱鍚庣画宸茬‘璁よ繖鏉¤矾寰勪細鏄捐憲鎷栨參姝ｆ枃鐢熸垚锛屽洜姝ゅ凡琚€滄仮澶嶆暣绔犱竴娆℃€х敓鎴愨€濇浛浠ｏ紝涓嶅啀浣滀负褰撳墠榛樿涓婚摼銆?

璁″垝娓呭崟锛?

• 妫€鏌ユ鏂囩敓鎴愩€乸lanner 鎸佷箙鍖栦笌鑺傚鏉跨粏鍖栭摼璺紝纭 sceneCards 鍦ㄨ繘鍏ユ鏂囧墠鐨勪涪澶辩偣
• 璋冩暣 planner 鎸佷箙鍖栨牸寮忥紝浠呭湪鍙舰鎴?canonical 鍦烘櫙鍚堝悓鏃跺啓鍏?sceneCards
• 璁╂鏂囩敓鎴愪富鍏ュ彛鍦ㄧ粍瑁呬笂涓嬫枃鍓嶈嚜鍔ㄥ埛鏂扮珷鑺傛墽琛屽悎鍚?
• 灏嗘鏂囦富鍐欎綔閾捐矾鍒囧埌宸叉湁鐨勬寜鍦烘櫙娴佸紡鐢熸垚瀹炵幇锛屽苟鍥炰紶绔犺妭闀垮害鎺у埗缁撴灉
• 琛ュ厖鏈€灏忓洖褰掓祴璇曪紝瑕嗙洊 canonical sceneCards銆佹墽琛屽悎鍚屽埛鏂颁笌澶辫触闄嶇骇

杩涘害璁板綍锛?

• 2026-04-14 19:58 [寮€鍙戜腑] 宸茬‘璁ら噸澶嶆斁澶х偣涓嶅湪鑺傚鏉挎湰韬紝鑰屽湪 planner 瑕嗗啓 sceneCards 涓庢鏂囦富閾捐矾鏈帴鍦烘櫙娴併€?
• 2026-04-14 20:16 [寮€鍙戜腑] 宸叉帴鍏ユ墽琛屽悎鍚岄鍒锋柊涓庢寜鍦烘櫙鍐欎綔涓昏矾寰勶紝鍚屾椂鎶?planner 鐨?sceneCards 鎸佷箙鍖栨敼涓?canonical JSON銆?
• 2026-04-14 20:34 [宸插畬鎴怾 宸查€氳繃 @ai-novel/shared build銆乣@ai-novel/server build銆乣@ai-novel/server typecheck 涓?chapterLengthControl銆乣plannerPersistence銆乣chapterRuntimeCoordinator 瀹氬悜娴嬭瘯銆?

鑷姩瀵兼紨鍊欓€夐樁娈垫仮澶嶅崱姝讳慨澶?

• 鏍囪瘑锛歚task-8f0fdf4e01`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-09 23:20
• 姒傝锛氫慨澶嶈嚜鍔ㄥ婕斿€欓€夐樁娈靛湪 retry/continue 涓庢湇鍔￠噸鍚仮澶嶅悗琚敊璇爣璁颁负 running 浣嗘湭鐪熸鎭㈠鎵ц鐨勯棶棰樸€?

璁″垝娓呭崟锛?

• 纭鍊欓€夐樁娈典换鍔″崱姝荤殑澶嶇幇閾句笌鐘舵€佷慨姝ｉ€昏緫鍐茬獊鐐?
• 璋冩暣鑷姩瀵兼紨 continue 璇诲彇閫昏緫锛岄伩鍏嶈璇诲彇鏃朵慨姝ｆ彁鍓嶆敼鍐欑姸鎬?
• 琛ユ渶灏忓洖褰掗獙璇侊紝纭 retry/continue 涓庢仮澶嶉摼鍙噸鏂版媺璧峰€欓€夌敓鎴?

杩涘害璁板綍锛?

• 2026-04-09 23:19 [寮€鍙戜腑] 宸插畾浣嶅埌 queued 鍊欓€変换鍔″湪璇诲彇鏃惰鎻愬崌涓?running锛屽鑷?continue 鎻愬墠杩斿洖銆?
• 2026-04-09 23:20 [宸插畬鎴怾 宸插畾浣嶅苟淇 queued 鍊欓€変换鍔″湪璇诲彇鏃惰鎻愬崌涓?running锛屽鑷?continue 鎻愬墠杩斿洖鐨勫洖褰掋€?
• 2026-04-09 23:20 [宸插畬鎴怾 宸查€氳繃 @ai-novel/server typecheck銆乶ovelDirectorRetry.test.js銆乶ovelWorkflowRuntime.test.js銆?

涓栫晫瑙傚垹闄ゅ叆鍙?

• 鏍囪瘑锛歚task-9029968563`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-09 22:20
• 姒傝锛氫负涓栫晫瑙傚垪琛ㄩ〉涓庡伐浣滃彴琛ュ厖鍒犻櫎鍏ュ彛銆佺‘璁ゆ彁绀恒€佸垹闄や腑鐘舵€佷笌鍒犻櫎鍚庤烦杞€?

璁″垝娓呭崟锛?

• 妫€鏌ヤ笘鐣岃鐜版湁鍒楄〃椤典笌宸ヤ綔鍙扮粨鏋勶紝纭鍒犻櫎鎺ュ彛涓庝氦浜掓ā寮?
• 鍦ㄤ笘鐣岃鍒楄〃椤佃ˉ鍒犻櫎鎸夐挳涓庡垹闄や腑鐘舵€?
• 鍦ㄤ笘鐣屽伐浣滃彴椤靛ご琛ュ垹闄ゅ叆鍙ｄ笌鍒犻櫎鍚庤繑鍥炲垪琛?
• 瀹屾垚鏈€灏忓洖褰掗獙璇佸苟鍚屾 TASK.md 杩涘害

杩涘害璁板綍锛?

• 2026-04-09 22:19 [寮€鍙戜腑] 宸茬‘璁ゅ悗绔凡鏈夊垹闄ゆ帴鍙ｏ紝鍑嗗琛ラ綈鍓嶇鍏ュ彛銆?
• 2026-04-09 22:20 [宸插畬鎴怾 宸蹭负涓栫晫瑙傚垪琛ㄥ崱鐗囧拰宸ヤ綔鍙伴〉澶磋ˉ榻愬垹闄ゅ叆鍙ｏ紝鍒犻櫎鍚庝細鍒锋柊鍒楄〃骞跺洖鍒颁笘鐣岃鍒楄〃椤点€?
• 2026-04-09 22:20 [宸插畬鎴怾 宸查€氳繃 @ai-novel/client typecheck锛岀‘璁ゆ湰杞墠绔敼鍔ㄦ湭寮曞叆绫诲瀷閿欒銆?

LLM JSON 淇閾捐矾浼樺寲

• 鏍囪瘑锛歚task-3b8c9c2f4a`
• 鐘舵€侊細寮€鍙戜腑
• 鏈€杩戞洿鏂帮細2026-04-24 10:51
• 姒傝锛氫紭鍖栫粨鏋勫寲 JSON 淇閾捐矾锛屽湪杩涘叆 AI 淇鍓嶅厛灏濊瘯澶勭悊甯歌鏍煎紡閿欒锛屽苟鍦ㄤ慨澶嶅け璐ユ椂杩斿洖鏄庣‘澶辫触鍘熷洜涓庢搷浣滃缓璁€?

璁″垝娓呭崟锛?

• 姊崇悊褰撳墠 JSON 淇鍏ュ彛銆丄I 淇瑙﹀彂鏉′欢鍜岀幇鏈夊け璐ヨ矾寰勶紝鏄庣‘鍝簺閿欒搴斿湪 AI 淇鍓嶄紭鍏堟湰鍦板厹搴?
• 澧炲姞甯歌鏍煎紡閿欒棰勪慨澶嶆楠わ紝渚嬪娓呯悊 ````json` / ``` 鍖呰９銆佸幓鎺夋槑鏄惧櫔闊冲墠鍚庣紑銆佽ˉ鍋氬畨鍏ㄧ殑鍩虹鏍囧噯鍖?
• 涓?JSON 淇澶辫触寤虹珛鏄庣‘鍒嗙被锛岃嚦灏戝尯鍒?JSON 涓嶅畬鏁碻銆乣JSON 鏁版嵁缂哄け / 瀛楁缂哄け銆乣缁撴瀯涓嶅悎娉曚絾鍙畾浣峘 绛夌粨鏋?
• 褰撳垽鏂负 `JSON 涓嶅畬鏁碻 鏃讹紝琛ュ厖楂樻鐜囧師鍥犳彁绀猴紝浼樺厛鎻愮ず鍙兘鏄ā鍨嬭緭鍑鸿鎴柇鎴?token 涓婇檺涓嶈冻锛屽苟寤鸿鐢ㄦ埛鍒囨崲鏇村己妯″瀷鎴栭噸璇?
• 涓轰慨澶嶇粨鏋滆ˉ榻愬彲娑堣垂鐨勯敊璇師鍥犱笌鎻愮ず鏂囨鍚堝悓锛岄伩鍏嶄笂灞傚彧鑳芥嬁鍒扮缁熷け璐?
• 琛ュ厖鏈€灏忓洖褰掓祴璇曪紝瑕嗙洊 markdown fenced JSON銆佹埅鏂?JSON銆佸瓧娈电己澶?JSON 涓?AI 淇澶辫触鍦烘櫙

杩涘害璁板綍锛?

• 2026-04-10 00:45 [宸茶鍒抅 宸茶褰曞悗缁紭鍖栨柟鍚戯細鍏堝仛甯歌閿欒棰勪慨澶嶏紝鍐嶅寮?AI 淇澶辫触鍘熷洜鍒嗙被涓庢ā鍨嬪垏鎹㈡彁绀恒€?
• 2026-04-24 10:51 [寮€鍙戜腑] 宸插惛鏀?PR #22 涓彲瀹夊叏骞跺叆涓荤嚎鐨勯儴鍒嗭細瀵光€滃璞?schema + 鍗曞厓绱犳暟缁勫寘瑁光€濆鍔?schema-aware 鏈湴瑙ｅ寘锛屽涓浆绔?/ Relay 杩斿洖鐨?HTML 閿欓〉鏀瑰垽涓?transport_error锛屽苟琛ュ厖 markdown fenced JSON銆佸瓧娈电己澶便€丄I 淇鍚庝粛缂哄瓧娈点€丠TML 閿欓〉涓庡崟鍏冪礌鏁扮粍鍖呰９鐨?targeted regression tests锛涙洿缁嗙矑搴︾殑瀛楁缂哄け鎻愮ず鍚堝悓浠嶅緟缁х画鏀跺彛銆?

瑙掕壊璧勬簮璐︽湰涓庤儗鍖呯郴缁?

• 鏍囪瘑锛歚task-65a7562c11`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-25 08:41
• 姒傝锛氬畬鎴愯鑹茶儗鍖呭墿浣欓棴鐜細浠诲姟鎶藉眽寰呯‘璁ゅ叆鍙ｃ€佸嵎绾ц祫婧愭壙璇鸿鍥俱€佹棫椤圭洰鏈€杩戠珷鑺傝祫婧愬洖濉紝浠ュ強璧勬簮澶嶆煡/鍥炲～鐨勭嫭绔嬫彁浜よ矾寰勩€?

璁″垝娓呭崟锛?

• 灏忚浠诲姟鎶藉眽灞曠ず璧勬簮鍙樻洿寰呯‘璁わ紝骞舵敮鎸佹潵婧愯烦杞€佺‘璁ゃ€佸拷鐣?
• 鍗锋垬鐣ラ〉灞曠ず鏈嵎鍏抽敭璧勬簮鎵胯锛屽府鍔╄鍒掓湰鍗疯鍔ㄨ竟鐣屽拰鍚庣画鍏戠幇
• 瑙掕壊鍑嗗椤垫彁渚涙渶杩戠珷鑺傝祫婧愬洖濉叆鍙ｏ紝鐢ㄤ簬宸叉湁姝ｆ枃鎴栨棫椤圭洰杞婚噺琛ヨ处
• 璧勬簮澶嶆煡/鍥炲～璺宠繃閫氱敤绔犺妭浜嬪疄鎻愬彇锛屽彧鎻愪氦瑙掕壊璧勬簮 proposal
• 瀹屾垚 shared/server/client build 涓?targeted tests 楠岃瘉

杩涘害璁板綍锛?

• 2026-04-25 08:41 [宸插畬鎴怾 2026-04-25: 瀹屾垚瑙掕壊鑳屽寘鍓╀綑闂幆锛涘緟纭璧勬簮杩涘叆灏忚浠诲姟鎶藉眽锛屽嵎鎴樼暐鍙煡鐪嬫湰鍗疯祫婧愭壙璇猴紝鏃ч」鐩彲鎵嬪姩鍥炲～鏈€杩戠珷鑺傝祫婧愩€?

棰勫彂 beta 鍒嗘敮鍙戝竷娴佺▼瑙勫垯

• 鏍囪瘑锛歚task-a9206e4ae1`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-25 00:35
• 姒傝锛氬凡鍦?AGENTS.md 鍐欏叆 beta 棰勫彂鍒嗘敮瑙勫垯锛屽苟灏嗗凡瀹屾垚鐨?desktop-dev 璋冩暣涓烘敹灏鹃獙璇併€佸悎鍏?beta/main銆侀€€浼戝垎鏀殑娴佺▼銆?

璁″垝娓呭崟锛?

• 纭 AGENTS.md 鐜版湁寮€鍙戝垎鏀€乨esktop-dev銆佹墦鍖呭彂甯冭鍒欎箣闂寸殑鍏崇郴
• 鏂板 beta 棰勫彂鍒嗘敮宸ヤ綔娴侊紝鏄庣‘鍔熻兘鍒嗘敮銆佽嚜娴嬨€侀鍙戦泦鎴愩€佸彂甯冨洖 main 鐨勯『搴?
• 灏?desktop-dev 浠庨暱鏈熼泦鎴愬垎鏀皟鏁翠负宸插畬鎴愬姛鑳界殑鏀跺熬楠岃瘉銆佸悎鍏?beta/main銆侀€€浼戞祦绋?
• 琛ュ厖鍙戝竷涓庢闈㈡墦鍖呭墠蹇呴』鍩轰簬 beta 楠岃瘉绋冲畾鐨勭害鏉?

杩涘害璁板綍锛?

• 2026-04-25 00:35 [宸插畬鎴怾 宸插畬鎴?AGENTS.md 鍒嗘敮瑙勫垯鏇存柊锛氬姛鑳藉垎鏀厛鍏?beta 棰勫彂楠岃瘉锛宒esktop-dev 浣滀负瀹屾垚鍊欓€夎繘鍏?beta/main 鍚庨€€浼戙€?

瑙掕壊搴撲笌灏忚瑙掕壊鍚屾绯荤粺

• 鏍囪瘑锛歚task-3ae84511d6`
• 鐘舵€侊細寮€鍙戜腑
• 鏈€杩戞洿鏂帮細2026-04-26 14:27
• 姒傝锛氶杞悗绔棴鐜凡钀藉湴锛屽苟琛ュ厖瑙掕壊绯荤粺闀挎湡鍗囩骇鏂囨。锛氬悗缁洿缁曡鑹插彊浜嬪矖浣嶃€佸叧绯诲紶鍔涘拰绔犺妭瑙掕壊涓婁笅鏂囧寘缁х画鎺ㄨ繘銆?

璁″垝娓呭崟锛?

• 绗竴鏈熷紑鍙戣鑹插彊浜嬪矖浣?MVP锛氫负灏忚瑙掕壊鐢熸垚鏈功鑱岃矗銆佽鑰呮敹鐩娿€佸墽鎯呭彂鍔ㄦ柟寮忓拰绾㈢嚎
• 绗竴鏈熷紑鍙戠珷鑺傝鑹蹭笂涓嬫枃鍖?MVP锛氳绔犺妭鐢熸垚銆佸绋裤€佷慨澶嶆秷璐硅鑹蹭换鍔¤€屼笉鏄彧璇昏鑹插垪琛?
• 绗竴鏈熸帴鍏ュ叧绯诲紶鍔涙憳瑕侊細杈撳嚭鏈珷闇€瑕佹帹杩涙垨閬垮厤鍐欏穿鐨勬牳蹇冨叧绯诲彉鍖?
• 涓鸿鑹插悓姝ュ伐浣滃彴鎺ュ叆鍓嶇鍏ュ彛锛氳鑹插簱寮曞叆銆佷繚瀛樺埌瑙掕壊搴撱€佸悓姝ュ缓璁垪琛?
• 鎵╁睍绔埌绔祴璇曪紝瑕嗙洊鍚屼竴瑙掕壊琚鏈皬璇村紩鐢ㄦ椂鐨勫簲鐢ㄣ€佸拷鐣ャ€佸垎鍙夎矾寰?

杩涘害璁板綍锛?

• 2026-04-26 14:27 [寮€鍙戜腑] 宸叉柊澧炶鑹茬郴缁熷崌绾ч暱鏈熸柟妗堟枃妗ｅ拰绗竴鏈熷紑鍙戞柟妗堬紝骞朵笌瑙掕壊璧勬簮璐︽湰鏂囨。寤虹珛浜掗摼

鑷姩瀵兼紨鎵ц鑺傜偣鐢ㄦ埛鍐呭淇濇姢

• 鏍囪瘑锛歚task-ab0ec9ac7b`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-28 21:53
• 姒傝锛氬凡琛ラ綈鑷姩瀵兼紨鎵ц鑺傜偣鐨勭敤鎴峰唴瀹逛繚鎶わ細绔犺妭姝ｆ枃鍐欏叆鍜屼慨澶嶈妭鐐逛細閫氳繃 PolicyEngine 鍒ゆ柇鍙椾繚鎶ゆ鏂囪鐩栭闄┿€?

璁″垝娓呭崟锛?

• 宸茶皟鏁寸珷鑺傛墽琛屼笌绔犺妭淇 Step Module/Node Adapter 鐨勫啓鍏ラ闄╂爣璁?
• 宸插畬鍠?PolicyEngine 瀵规綔鍦ㄥ啓鍏ヤ笌鐪熷疄鍙椾繚鎶や骇鐗╃殑鍖哄垎锛岄伩鍏嶆棤鐢ㄦ埛姝ｆ枃鏃惰闃绘柇
• 宸茶ˉ鍏呭畾鍚戞祴璇曪紝楠岃瘉鐢ㄦ埛缂栬緫姝ｆ枃浼氳Е鍙戝鎵癸紝鏅€?AI 浜х墿鍙户缁墽琛?

杩涘害璁板綍锛?

• 2026-04-28 21:53 [宸插畬鎴怾 宸插畬鎴愮珷鑺傛墽琛?淇鑺傜偣鐨勭敤鎴峰唴瀹逛繚鎶ゆ帴鍏ワ細鍐欏叆鍨嬭妭鐐逛細鎶婂凡鏈夌浉鍏充骇鐗╀氦缁?PolicyEngine 鍒ゆ柇锛岀敤鎴风紪杈戞垨鍙椾繚鎶ゆ鏂囦細瑕佹眰纭锛涙湇鍔＄ typecheck/build 涓?22 涓畾鍚戞祴璇曞凡閫氳繃銆?

鑷姩瀵兼紨瀹屾暣缁熶竴杩愯鏃?

• 鏍囪瘑锛歚task-87bf3232fd`
• 鐘舵€侊細寮€鍙戜腑
• 鏈€杩戞洿鏂帮細2026-04-29 21:14
• 姒傝锛氫紭鍏堝畬鎴愯嚜鍔ㄥ婕旀甯镐富娴佺▼锛氭柊寤虹‘璁ゃ€佽鍒掋€佹媶绔犮€佺珷鑺傛墽琛屻€佹湇鍔￠噸鍚仮澶嶃€佸け璐ラ噸璇曚笌鐢ㄦ埛鍐呭淇濇姢鍏堣窇绋筹紱鍒涗綔涓灑闂幆鏆傚悗缃€?

璁″垝娓呭崟锛?

• 姝ｅ父涓绘祦绋嬫敹鍙ｏ細鍊欓€夈€佺‘璁ゃ€佹帴绠°€乻tory_macro銆乥ook_contract銆乧haracter_setup銆乿olume_strategy銆乻tructured_outline銆佺珷鑺傛墽琛屻€佸鏍°€佷慨澶嶅拰鐘舵€佹彁浜ゅ凡绾冲叆 Step Module -> NodeRunner -> PolicyEngine 鍚堝悓銆?
• 寤轰功鍐欏叆鍏冲彛锛歯ovel_create 宸叉敞鍐屼负姝ｅ紡 Step Module锛屽苟閫氳繃 RuntimeOrchestrator.runStepModule 鎵ц锛涙垚鍔熻涔夊寘鍚垱寤哄皬璇村苟缁戝畾浠诲姟锛岄噸澶嶇‘璁や細琛?runtime novelId銆?
• 瑙勫垝鎭㈠閾剧ǔ瀹氾細宸叉湁 story_macro/book_contract/瑙掕壊璧勪骇鏃惰烦杩囧搴斿啓鍏ヨ妭鐐癸紱volume_strategy 骞傜瓑閲嶆斁鏃犺繑鍥炲€兼椂浠庢寔涔呭寲鍗疯鍒掔户缁?structured_outline锛屽苟宸茶ˉ鐪熷疄 Prisma 鎶芥牱鍥炲綊銆?
• 绔犺妭鎵规鎭㈠锛歝hapter_batch_ready 瀵硅处鎸夐涓湭瀹屾垚绔犺妭鎭㈠锛屼笉鎶婄己姝ｆ枃鐨?repaired 绔犺妭璇垽涓哄畬鎴愩€?
• Artifact Ledger 骞傜瓑鎭㈠锛欴irectorArtifactDependency 鍐欏叆鍏堣鏁翠緷璧栥€佷粎鍒犻櫎杩囨湡杈癸紝骞跺 Artifact/Dependency upsert 绔炰簤鍋?P2002 鍥為€€锛涘巻鍙蹭换鍔￠噸澶嶆仮澶嶅悓涓€渚濊禆涓嶅緱瑙﹀彂鍞竴绾︽潫銆?
• 绔犺妭鏍囬璐ㄩ噺闂ㄧ锛氱珷鍚嶇粨鏋勯泦涓細杩涘叆璇箟閲嶈瘯锛涙爣棰樹慨澶嶅彲鍏煎 workflow service 璇诲彇宸紓锛屽苟鍦ㄤ粛闆嗕腑鏃朵繚鐣欎换鍔℃彁绀恒€?
• PolicyEngine 纭?gate锛氭甯告祦绋嬪唴鐨勫啓鍏ャ€佽鐩栫敤鎴峰唴瀹广€侀珮椋庨櫓淇銆侀珮鎴愭湰瀹℃牎銆佸ぇ鑼冨洿绔犺妭鑷姩鎵ц鍜屼笂娓搁噸绠楀凡鍏堣繃绛栫暐鍒ゆ柇锛涚瓑寰呯‘璁や笌鑼冨洿闃绘柇浼氬垎鍒啓鍏?runtime step銆?
• 灏忚瀹炰綋閾捐矾涓庤嚜鍔ㄥ婕旀墽琛岄摼璺垎绂伙細缂栬緫椤?URL taskId 鍙唬琛ㄨ嚜鍔ㄥ婕斾换鍔★紝鎵嬪姩缂栬緫宸ヤ綔娴佹敼鐢?workspaceTaskId锛屽悗绔?workflow bootstrap 浼氭寜 lane 鎷掔粷閿欑敤浠诲姟 id銆?
• Artifact Ledger 姝ｅ父娴佺湡鐩革細DirectorRun/StepRun/Event/Artifact/Dependency 宸茶惤 additive schema 涓庡弻鍐欙紝Workspace Analyzer 宸蹭紭鍏堝悎骞舵寔涔呭寲 ledger锛屽啀鐢ㄦ棫琛?backfill銆?
• 璐ㄩ噺闂幆锛歳eader_promise銆乧hapter_retention_contract銆乧ontinuity_state銆乺olling_window_review銆乧haracter_governance_state 鍏堟湇鍔℃甯哥珷鑺傛墽琛屼笌灞€閮ㄤ慨澶嶉棴鐜€?
• LangGraph 浣庨闄╂帴鍏ユ殏淇濇寔璇曠偣锛屼笉鏀逛富鎵ц閾撅紱涓氬姟鐪熺浉浠嶅湪 Runtime/Policy/Ledger/NodeRunner銆?
• 鍒涗綔涓灑闂幆鏆傚悗缃細淇濈暀宸叉湁宸ュ叿鑳藉姏锛屼笉浣滀负褰撳墠缁х画寮€鍙戦噸鐐广€?
• 鎶€鏈€烘敹鍙ｏ細缁х画鎷嗗垎鏃т富娴佺▼鏈嶅姟銆丏irectorRuntimeStore 鍜?workflow registry锛孨ovelDirectorService 涓嶅啀鎵挎帴鏂扮殑涓荤紪鎺掋€?

杩涘害璁板綍锛?

• 2026-04-28 23:39 [寮€鍙戜腑] 淇鍘嗗彶灏忚浠诲姟缁х画鏃剁殑 Artifact Ledger 渚濊禆閲嶅鍏ヨ处闂锛欴irectorArtifactDependency 鍐欏叆鍏堟寜 artifactId 鍘婚噸骞舵敼涓?upsert锛岄伩鍏嶉噸澶嶆仮澶嶅悓涓€渚濊禆鏃惰Е鍙戝敮涓€绾︽潫锛涙柊澧?runtime store 鍥炲綊娴嬭瘯銆?
• 2026-04-29 00:41 [宸插畬鎴怾 鏀跺彛绔犺妭鎵规鎭㈠瀵硅处锛氫粠鏁版嵁搴撹鍙栧埌姝ｆ枃涓虹┖鐨?repaired/completed 绔犺妭鏃讹紝浠嶆寜鏈畬鎴愮珷鑺傛仮澶嶅埌璇ョ珷锛屼笉鍐嶈鍒ゆ暣鎵瑰畬鎴愶紱琛ュ厖鑷姩瀵兼紨绔犺妭鎵规瀵硅处鍥炲綊娴嬭瘯銆?
• 2026-04-29 01:08 [宸插畬鎴怾 瀹屾垚鑷姩瀵兼紨鍐欏叆鍚堝悓鍏ㄩ噺鏀跺彛锛氭柊澧炲畬鏁?Step Module 鍐欏叆鍚堝悓鏍￠獙锛屾媶鍒?story_macro 涓?book_contract 鐙珛鑺傜偣锛岀‘璁ゅ缓涔﹀拰鎺ョ鍏ュ彛鏀逛负鐩存帴 runStepModule锛岀珷鑺傛墽琛?瀹℃牎/淇/鐘舵€佹彁浜ょ户缁敱缁熶竴鑺傜偣搴忓垪瑕嗙洊銆?
• 2026-04-29 18:20 [寮€鍙戜腑] 鏀跺彛瑙勫垝鎭㈠閾惧叧閿竟鐣岋細volume_strategy 闃舵瀹℃牳鏆傚仠涓嶄細璇┛閫忓埌 structured_outline锛屾寔涔呭寲鍗风瓥鐣ユ仮澶嶄篃涓嶄細璺宠繃缂哄け鐨?story macro / book contract / 瑙掕壊璧勪骇锛涚户缁换鍔′細淇濈暀鍗?绔犺妭鎭㈠鎸囬拡锛岀粨鏋勫寲澶х翰鍚姩瀹氫綅浼氭寚鍚戝疄闄呮仮澶?cursor銆傜湡瀹?Prisma 鎶芥牱鍥炲綊浠嶉渶缁х画琛ラ綈銆?
• 2026-04-29 18:50 [宸插畬鎴怾 琛ラ綈瑙勫垝鎭㈠閾剧湡瀹?Prisma 鎶芥牱鍥炲綊锛氫复鏃跺鍒?dev.db 鍚庨獙璇佹寔涔呭寲鍗锋垬鐣ュ彲閫氳繃 continueTask 鎭㈠鍒?structured_outline锛屽苟纭浠诲姟琛屼笌鍚庡彴绠＄嚎鍚屾椂淇濈暀鍗风骇鎭㈠鎸囬拡锛涙湇鍔＄ build 涓?47 鏉℃仮澶嶉摼瀹氬悜娴嬭瘯閫氳繃銆?
• 2026-04-29 19:10 [宸插畬鎴怾 瀹屾垚 Artifact Ledger 骞傜瓑鎭㈠鏀跺彛锛氫緷璧栬繘鍏ュ揩鐓у墠浼氭寜 artifactId 鍘婚噸骞朵繚鐣欐渶楂樼増鏈紝鎸佷箙鍖栧啓鍏ヤ笉鍐嶅厛鏁寸粍鍒犻櫎渚濊禆杈癸紱Artifact 涓?Dependency upsert 閬囧埌 Prisma P2002 绔炰簤浼氬洖閫€ update銆傛湇鍔＄ build銆丄rtifact Ledger/Runtime Store 瀹氬悜娴嬭瘯涓?43 鏉℃仮澶嶉摼鐩稿叧鍥炲綊鍧囧凡閫氳繃銆?
• 2026-04-29 19:20 [宸插畬鎴怾 淇寰呮仮澶嶄换鍔″叆鍙ｉ暱鏃堕棿闃诲椤甸潰鐨勯棶棰橈細recovery-candidates 鍗曚釜/鎵归噺鎭㈠鐜板湪蹇€熻繑鍥?accepted锛屽啀鐢卞悗鍙版仮澶嶄换鍔＄户缁墽琛岋紱鏈嶅姟绔?build 涓?32 鏉℃仮澶嶈矾鐢?鎭㈠閾剧浉鍏冲洖褰掗€氳繃銆?
• 2026-04-29 19:30 [宸插畬鎴怾 淇灏忚宸ヤ綔鍙板乏渚ф祦绋嬬姸鎬侊細鑷姩瀵兼紨鏈夊綋鍓嶉樁娈垫椂锛屾楠ゅ畬鎴愭€佷紭鍏堣窡闅忎换鍔￠樁娈碉紝涓嶅啀鍥犲凡鏈夋棫鍗锋垬鐣ヨ祫浜ф妸鍚庣画鈥滃嵎鎴樼暐 / 鍗烽鏋垛€濊鏍囦负宸插畬鎴愶紱瀹㈡埛绔?typecheck 涓?build 宸查€氳繃銆?
• 2026-04-29 19:40 [宸插畬鎴怾 浼樺寲寰呮仮澶嶄换鍔″脊绐椾綋楠岋細鎭㈠璇锋眰琚悗鍙版帴鍙楀悗锛屽脊绐椾細鍏堥殣钘忓凡鎺ュ彈鎭㈠鐨勪换鍔″苟寮傛鍒锋柊浠诲姟鐘舵€侊紝涓嶅啀璁╂寜閽仠鐣欏湪鈥滄仮澶嶄腑鈥濓紱瀹㈡埛绔?typecheck 涓?build 宸查€氳繃銆?
• 2026-04-29 20:35 [宸插畬鎴怾 瀹屾垚 PolicyEngine 纭?gate 娣卞寲锛氱瓥鐣ュ喅绛栨柊澧?gateType 涓庨闄╂爣绛撅紝NodeRunner 灏嗙瓑寰呯‘璁ゅ拰 blocked_scope 鍒嗗紑璁板綍锛涜鐩栫敤鎴峰唴瀹广€侀珮鎴愭湰瀹℃牎銆佸ぇ鑼冨洿绔犺妭鑷姩鎵ц銆佷笂娓搁噸绠楀拰璐ㄩ噺闃绘柇鍧囧湪鍐欏叆鍓嶈绛栫暐鎷︽埅銆備换鍔′腑蹇冩柊澧為珮鎴愭湰瀹℃牎/瑕嗙洊淇濇姢鍐呭绛栫暐寮€鍏筹紝瀹㈡埛绔?typecheck銆佹湇鍔＄ build 涓?30 鏉?director runtime 瀹氬悜鍥炲綊宸查€氳繃銆?
• 2026-04-29 20:45 [宸插畬鎴怾 淇宸插彇娑堣嚜鍔ㄥ婕斾换鍔＄殑鎭㈠鍏ュ彛锛氬緟澶勭悊鍔ㄤ綔涓殑鈥滀粠鏈€杩戞鏌ョ偣鎭㈠鈥濇敼璧?retry/resume 璺緞锛屼笉鍐嶅 cancelled 浠诲姟鐩存帴璋冪敤 continue锛涗换鍔′腑蹇冨厹搴曟仮澶嶆寜閽篃鎸夊け璐?宸插彇娑堢姸鎬佹敼璧版仮澶嶉噸璇曘€傛湇鍔＄ build銆佸鎴风 typecheck 涓?37 鏉?follow-up/runtime 瀹氬悜鍥炲綊宸查€氳繃銆?
• 2026-04-29 20:55 [宸插畬鎴怾 淇鎭㈠閲嶈瘯鍚庡亣 running 鐨勬仮澶嶈皟搴︾己鍙ｏ細retry/resume 浼氬己鍒堕噸鏂拌繘鍏ヨ嚜鍔ㄥ婕?continue锛屼笉鍐嶈 queued 鐘舵€佽嚜鎰堟垚 running 鍚庢彁鍓嶈繑鍥炲悶鎺夊悗鍙?runner锛涘凡鐢ㄧ湡瀹炰换鍔?cmojhl0gs0001rwv1kvtpptm5 楠岃瘉 LLM 璋冪敤銆乼oken 涓?runtime heartbeat 鎭㈠澧為暱銆?
• 2026-04-29 21:14 [宸插畬鎴怾 鏀跺彛灏忚瀹炰綋閾捐矾涓庤嚜鍔ㄥ婕旀墽琛岄摼璺竟鐣岋細缂栬緫椤?taskId 涓撶敤浜庤嚜鍔ㄥ婕旓紝鎵嬪姩宸ヤ綔娴佺粦瀹氳縼鍒?workspaceTaskId锛涘悗绔?bootstrap 澧炲姞 lane mismatch 409 纭嫤鎴€傚凡楠岃瘉鐪熷疄浠诲姟 cmojhl0gs0001rwv1kvtpptm5 涓?auto_director/running锛屾棫浠诲姟 cmoii1oys0007bkv1o8vbtgmz 涓?manual_create/waiting_approval 涓斾笉浼氬啀琚綋鎴愬婕斾换鍔°€?
• 2026-04-29 [鏋舵瀯闃诲] 纭鈥滅户缁婕斿悗澶ч噺鎺ュ彛鎸傝捣鈥濅笉鏄櫘閫氭參璇锋眰锛岃€屾槸鑷姩瀵兼紨閲嶅瀷鎵ц闈粛杩愯鍦?Web API 涓昏繘绋嬪唴锛涘凡鏂板 P0-E0 / 鎵ц闈㈤殧绂籤 涓庝笓椤规枃妗?docs/plans/auto-director-execution-plane-isolation-plan.md`锛屽悗缁笉寰楀啀鎶?route 鍐?fire-and-forget 瑙嗕负瀹屾垚鎬併€?
• 2026-04-29 [寮€鍙戜腑] 瀹屾垚绗竴鐗堟墽琛岄潰闅旂钀藉湴锛氭柊澧?DirectorRunCommand 鍛戒护闃熷垪琛ㄤ笌鐙珛 Director Worker 鍏ュ彛锛宍continue銆佹仮澶嶃€佷换鍔′腑蹇冮噸璇曘€乫ollow-up 缁х画鍔ㄤ綔鍜屾棫椤圭洰鎺ョ宸叉敼涓哄啓鍏ュ懡浠ら槦鍒楋紱鍓嶇杩愯鎬佺Щ闄?2 绉掑己鍒?volumes`锛屾敼涓鸿交閲?runtime projection 杞锛涙柊澧?command 骞傜瓑/绉熺害涓庢帶鍒堕潰杈圭晫鍥炲綊娴嬭瘯銆傚€欓€夌‘璁ゅ拰鏍囬淇绛夋棫鍏ュ彛浠嶉渶缁х画杩佺Щ鍒板彲搴忓垪鍖?command銆?
• 2026-04-29 [寮€鍙戜腑] 浜屾鏀跺彛 Worker 鍖栧悗浠嶅嚭鐜?pending XHR 鐨勬牴鍥狅細SQLite 榛樿 DELETE journal 浠嶄細璁?Worker 鍐欓攣闃诲 API 璇昏姹傦紝杩愯鎬佹寔涔呭寲鍏ㄩ噺閲嶆斁 steps/events/artifacts 浼氭斁澶у啓閿佺獥鍙ｏ紝鍓嶇杩愯鎬佹壒閲忓埛鏂板畬鏁?workspace 璧勬簮浼氭斁澶ф祻瑙堝櫒 pending銆傚凡鏀逛负鍚姩鏃堕厤缃?SQLite WAL銆丏irectorRuntime delta 鎸佷箙鍖栥€佽繍琛屾€佸彧鎸夊彲瑙佸伐浣滃尯鍒锋柊锛屽苟琛ュ厖鎺у埗闈㈣竟鐣屾祴璇曘€?
• 2026-04-29 [寮€鍙戜腑] 鏀跺彛 waiting_approval 缁х画鍗忚锛氬皬璇撮〉鍜屼换鍔′腑蹇冪殑绛夊緟纭缁х画浼氭彁浜?resume锛學orker 鎵ц鏃跺彧瀵瑰綋鍓嶅尮閰嶇殑绛夊緟纭鑺傜偣鍋氫竴娆℃€?gate 鏀捐锛屼笉鍐嶅嚭鐜扮┖ continue 鍛戒护鎴愬姛浣嗗張鍋滃洖鍚屼竴 gate 鐨勭姸鎬佸惊鐜紱鍚庣画楂橀闄?gate 浠嶇敱 PolicyEngine 鎷︽埅銆?
• 2026-04-30 [宸插畬鎴怾 鏀跺彛绉熺害杩囨湡涓庢墽琛岀姸鎬侀敊浣嶏細瀹夊叏鐨?continue / resume_from_checkpoint 鍛戒护棣栨绉熺害杩囨湡鏃惰嚜鍔ㄩ噸鎺掞紝涓嶅啀绔嬪埢澶辫触锛涢噸澶嶈繃鏈熶粛杞叆鎵嬪姩鎭㈠浠ラ伩鍏嶉噸澶?LLM 娑堣€椼€傜珷鑺傛墽琛屽紑濮嬪悗浼氭竻鐞嗗墠搴忔媶绔犵‘璁?checkpoint锛岀紪杈戦〉宸︿晶娴佺▼浼樺厛璺熼殢鐪熷疄杩愯闃舵锛屼笉鍐嶅嚭鐜版鏂囧凡寮€濮嬬敓鎴愪絾渚ф爮浠嶅仠鍦ㄢ€滆妭濂?/ 鎷嗙珷鈥濈殑閿欎綅銆?
• 2026-04-30 [闃舵鎬荤粨] 褰撳墠鍒嗘敮鐩稿浼樺寲鍓嶅凡瀹屾垚缁熶竴杩愯鏃朵富浣撻鏋躲€佺涓€鐗堟墽琛岄潰闅旂銆佹仮澶嶉摼寮哄寲銆佷换鍔＄姸鎬佸彲瑙ｉ噴鎬с€佺珷鑺傛墽琛屼氦鎺ヤ慨澶嶃€丄rtifact Ledger 鍒濇鎸佷箙鍖栧拰 Prompt/Context 娌荤悊鎺ュ叆銆傚綋鍓嶈繘搴︽寜 Runtime MVP 绾?85%銆佸畬鏁寸粺涓€杩愯鏃剁害 70%銆佸畬鏁?P0 浜у搧鐩爣绾?55%-60% 璁板綍锛涘墿浣欓噸鐐规槸鎵ц闈簩娆℃敹鍙ｃ€佺湡瀹?Prisma 闀块摼璺洖褰掋€佺珷鑺傜粏鍖栬川閲忛棬绂併€丄rtifact Ledger 鐪熺浉灞傘€丳olicyEngine 纭?gate 娣卞寲銆佽川閲忛棴鐜€侀樁娈电骇妯″瀷璺敱鍜屾柊鎵嬪叆鍙ｆ敹鏁涖€?

鑷姩瀵兼紨鎺ョ鐘舵€佹姇褰辨仮澶?

• 鏍囪瘑锛歚task-7efc49bcdc`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-29 00:11
• 姒傝锛氭帓鏌ラ€€鍑鸿嚜鍔ㄥ婕斿悗閲嶆柊鎺ョ鍥炲埌鍊欓€夐樁娈电殑闂锛岀‘璁ゅ叾灞炰簬浠诲姟鎶曞奖涓庤繍琛屾椂鎭㈠鐪熺浉鍒嗚锛屽苟琛ラ綈鎺ョ bootstrap 鐨勮繍琛屾椂鍒濆鐘舵€佹帹瀵间笌澶辫触钀芥€併€?

璁″垝娓呭崟锛?

• 鏍稿鐪熷疄浠诲姟鏁版嵁锛屽尯鍒嗘棫鑷姩瀵兼紨浠诲姟銆佹墜鍔ㄧ紪杈戜换鍔″拰鏂版帴绠′换鍔?
• 璁╂帴绠′换鍔″垱寤烘椂鏍规嵁鎭㈠璁″垝鍐欏叆鐪熷疄闃舵涓?resumeTarget
• 鎶藉嚭鑷姩瀵兼紨 bootstrap 鍒濆鐘舵€佽В鏋愭ā鍧楋紝閬垮厤閫氱敤浠诲姟榛樿鎶曞奖鍥炲€欓€夐樁娈?
• 鎺ョ鍚姩澶辫触鏃舵爣璁颁换鍔″け璐ュ苟淇濈暀鍘熷洜锛岄伩鍏嶇暀涓嬩吉 queued 浠诲姟
• 琛?takeover銆佸€欓€夎矾鐢便€佹仮澶嶃€侀珮鍐呭瓨鍜岀粨鏋勫寲鎷嗙珷鎭㈠鐩稿叧鍥炲綊娴嬭瘯

杩涘害璁板綍锛?

• 2026-04-29 00:11 [宸插畬鎴怾 宸茬‘璁よ闂涓?P0-1/P0-E1/缁熶竴杩愯鏃惰鍒掗噸鍚堬紝骞跺畬鎴愮姸鎬佹姇褰辨仮澶嶄慨澶嶄笌瀹氬悜楠岃瘉銆?

鑷姩瀵兼紨鎸夎寖鍥存墽琛岃鍒掑彛寰勬竻鐞?

• 鏍囪瘑锛歚task-862b165a7c`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-29 00:25
• 姒傝锛氭竻鐞嗚嚜鍔ㄥ婕旀寜鑼冨洿鎵ц鏍￠獙鐨勬棫鍙ｅ緞锛屾妸绔犺妭鑼冨洿涓婇檺浠庣珷鑺傛墽琛岃〃鏁伴噺杩佸埌瑙勫垝璧勪骇绔犺妭鏁帮紝閬垮厤浠诲姟鍗曠粏鍖栭樁娈佃鎶婂凡鍚屾绔犺妭鏁板綋浣滃叏涔﹁鍒掔珷鏁般€?

璁″垝娓呭崟锛?

• 纭鎶ラ敊鏉ユ簮涓?takeover 鏍￠獙鎶?Chapter 琛ㄦ暟閲忎綔涓?totalChapterCount
• 鏂板 plannedChapterCount 瑙勫垝鍙ｅ緞锛屼紭鍏堜娇鐢ㄩ璁＄珷鑺傛暟銆佸嵎绾茶寖鍥村拰鎷嗙珷鏄庣粏鏈€澶х珷搴?
• 淇濈暀 chapterCount 浣滀负鎵ц琛ㄥ悓姝ユ暟閲忥紝涓嶅啀浣滀负瑙勫垝鑼冨洿纭笂闄?
• 琛ユ寜鑼冨洿鎵ц 1-10 鍦ㄦ湭鍚屾鎵ц琛ㄦ椂浠嶅彲閫氳繃鐨勯獙璇佺敤渚?

杩涘害璁板綍锛?

• 2026-04-29 00:25 [宸插畬鎴怾 宸插畬鎴愭棫鍙ｅ緞娓呯悊锛屽苟閫氳繃 shared/server 鏋勫缓涓庤嚜鍔ㄥ婕旀牎楠屻€佹帴绠°€佹仮澶嶇浉鍏冲畾鍚戞祴璇曘€?

鑷姩瀵兼紨鍓╀綑鏈墽琛岀洏鐐?

• 鏍囪瘑锛歚task-00ff651cc0`
• 鐘舵€侊細宸茶鍒?
• 鏈€杩戞洿鏂帮細2026-04-29 00:27
• 姒傝锛氬鐓?P0 涓庤嚜鍔ㄥ婕旂粺涓€杩愯鏃惰鍒掞紝姊崇悊褰撳墠宸叉竻鐞嗘棫鍙ｅ緞鍚庝粛鏈墽琛岀殑缁撴瀯鎬ф敹鍙ｉ」銆?

璁″垝娓呭崟锛?

• 浼樺厛鏀跺彛鎵€鏈夊啓鍏ヨ妭鐐瑰埌 Step Module / NodeRunner / PolicyEngine
• 鎺ㄨ繘 Artifact Ledger 浠?wrapper 绱㈠紩鍒板彲鎭㈠銆佸彲鏌ヨ鐨勬寔涔呭寲鐪熺浉
• 琛ユ棫椤圭洰鎺ョ銆佹湇鍔￠噸鍚墜鍔ㄦ仮澶嶃€佸け璐ラ噸璇曘€佺珷鑺傛壒閲忔墽琛岀殑鐪熷疄 Prisma 鍥炲綊
• 鎶婅川閲忎骇鐗╂帹杩涘埌鍙瘎浼般€佸彲澶辨晥銆佸彲灞€閮ㄤ慨澶嶉棴鐜?
• 鏆傜紦鍒涗綔涓灑涓诲缂栨帓锛屽厛淇濊瘉鑷姩瀵兼紨姝ｅ父涓绘祦绋嬮棴鐜?

杩涘害璁板綍锛?

• 2026-04-29 00:27 [宸茶鍒抅 宸插畬鎴愭湰杞墿浣欒鍒掔洏鐐癸紝涓嬩竴姝ュ缓璁户缁仛 P0-1/P0-E1 鐨勬墽琛屽悎鍚屽拰鐪熷疄鏁版嵁鍥炲綊銆?

鑷姩瀵兼紨鍐欏叆鍚堝悓鍏ㄩ噺鏀跺彛

• 鏍囪瘑锛歚task-474cb61b53`
• 鐘舵€侊細宸插畬鎴?
• 鏈€杩戞洿鏂帮細2026-04-29 00:51
• 姒傝锛氭妸鑷姩瀵兼紨鍊欓€夈€佺‘璁ゃ€佹帴绠°€佽鍒掋€佹媶绔犮€佺珷鑺傛墽琛屻€佸鏍°€佷慨澶嶄笌鐘舵€佹彁浜ょ粺涓€绾冲叆 Step Module -> NodeRunner -> PolicyEngine 鍐欏叆鍚堝悓锛屽噺灏?legacy adapter + runtime 璁板綍娣峰悎褰㈡€併€?

璁″垝娓呭崟锛?

• 琛ラ綈缁熶竴鍐欏叆鍚堝悓娓呭崟涓庤繍琛屾椂鏍￠獙锛屾墍鏈夊啓鍏ユ楠ゅ繀椤诲０鏄?reads/writes/risk/approval/retry/scope銆?
• 鎷嗗垎 story_macro 涓?book_contract 瑙勫垝鑺傜偣锛岃涔︾骇瑙勫垝涓庝功绾у绾﹀垎鍒嫢鏈夌嫭绔?Step Module 鍜屽箓绛夋仮澶嶈褰曘€?
• 璁╄嚜鍔ㄥ婕旇鍒掕鍒掋€佺珷鑺傛祦姘寸嚎鍜岀‘璁?鎺ョ鍏ュ彛閮介€氳繃鍚屼竴 Step Module 娉ㄥ唽琛ㄦ牎楠屻€?
• 琛ュ畾鍚戞祴璇曡鐩栧畬鏁村啓鍏ラ潰銆佽鍒掗『搴忋€佺己鍚堝悓澶辫触鍜?story_macro/book_contract 鐙珛鑺傜偣銆?

杩涘害璁板綍锛?

• 2026-04-29 00:51 [宸插畬鎴怾 宸插畬鎴愯嚜鍔ㄥ婕斿啓鍏ュ悎鍚屾敹鍙ｏ細鍏抽敭鍐欏叆闈㈠叏閮ㄨ繘鍏?Step Module 娉ㄥ唽琛ㄦ牎楠岋紝story_macro/book_contract 鐙珛鑺傜偣鍖栵紝纭寤轰功涓庢帴绠″叆鍙ｆ敼涓?runStepModule锛屽畾鍚戞瀯寤轰笌 42 涓嚜鍔ㄥ婕旇繍琛屾椂娴嬭瘯閫氳繃銆?

P0 涓嬩竴杞渶楂樹紭鍏堢骇寮€鍙戦槦鍒?

• 鏍囪瘑锛歚task-42d07ce43a`
• 鐘舵€侊細宸茶鍒?
• 鏈€杩戞洿鏂帮細2026-04-29 00:59
• 姒傝锛氬皢 13 椤瑰墿浣欏姛鑳戒綔涓轰笅涓€杞渶楂樹紭鍏堢骇寮€鍙戦」鐩紝鑱氱劍鐪熷疄鏁版嵁鎭㈠銆丄rtifact Ledger銆丳olicyEngine銆佽川閲忛棴鐜€佺姸鎬侀┍鍔?replan銆佷换鍔″崟闂ㄧ銆佸叆鍙ｆ敹鏁涖€佹媶涔﹀悎鍚屽拰鎶€鏈€恒€?

璁″垝娓呭崟锛?

• 鎸?13 椤归槦鍒椾緷娆℃帹杩涳紝浼樺厛鐪熷疄 Prisma 鍥炲綊銆佽鍒掓仮澶嶉摼鍜?Artifact Ledger 鐪熺浉灞傘€?
• 鍒涗綔涓灑涓诲缂栨帓涓?LangGraph 涓婚摼鍖栫户缁悗缃紝涓嶆姠鍗犳甯告祦绋嬮棴鐜€?
• 姣忓畬鎴愪竴椤瑰悗鍚屾 TASK銆佽鍒掓枃妗ｄ笌蹇呰楠岃瘉璁板綍銆?

杩涘害璁板綍锛?

• 2026-04-29 00:59 [宸茶鍒抅 宸叉妸 13 椤瑰墿浣欏姛鑳芥洿鏂颁负 TASK 鏈€楂樹紭鍏堢骇锛屽苟鍚屾鍒拌嚜鍔ㄥ婕斿畬鏁存墽琛岃鍒掓枃妗ｃ€?

灏忚鍓湰鍒涘缓涓庡垎鏀垱浣?

• 鏍囪瘑锛歚task-e2d6b4a9d8`
• 鐘舵€侊細宸茶鍒?
• 鏈€杩戞洿鏂帮細2026-04-29 19:45
• 鍓嶇疆鏉′欢锛氳嚜鍔ㄥ婕旇繍琛屾椂杩佺Щ瀹屾垚锛屽皬璇村疄浣撻摼璺笌鑷姩瀵兼紨鎵ц閾捐矾杈圭晫绋冲畾銆?
• 姒傝锛氬熀浜庡綋鍓嶅皬璇村凡鏈夎祫婧愬垱寤烘柊鐨勫皬璇村壇鏈紝鍙鍒跺皬璇存湰浣撹祫浜э紝涓嶅鍒惰嚜鍔ㄥ婕斾换鍔°€佽繍琛屾椂鐘舵€併€乧heckpoint 鎴栨棫 Artifact Ledger锛涘壇鏈垱寤哄悗鍙敱鏂扮殑鑷姩瀵兼紨浠诲姟閲嶆柊鎺ョ銆?

璁″垝娓呭崟锛?

• 姊崇悊灏忚瀹炰綋澶嶅埗杈圭晫锛屽尯鍒嗗熀纭€璁惧畾銆佸啓娉?/ 涓栫晫瑙?/ 鐭ヨ瘑搴撶粦瀹氥€佹晠浜嬭鍒掋€佷功绾х害瀹氥€佽鑹层€佸嵎瑙勫垝銆佺珷鑺傝鍒掋€佹鏂囥€佸鏍?/ 淇缁撴灉鍜岃繍琛屾椂浠诲姟鏁版嵁銆?
• 瀹炵幇瑙勫垝鍓湰锛氬鍒跺熀纭€淇℃伅銆佸啓娉?/ 涓栫晫瑙?/ 鐭ヨ瘑搴撶粦瀹氥€乻tory macro銆乥ook contract銆佽鑹层€佸嵎瑙勫垝銆佽妭濂忔澘鍜岀珷鑺備换鍔″崟锛屼笉澶嶅埗姝ｆ枃涓庢棫瀹℃牎缁撴灉銆?
• 瀹炵幇瀹屾暣鍓湰锛氬湪鐢ㄦ埛鏄庣‘閫夋嫨鏃跺鍒剁珷鑺傛鏂囥€佺珷鑺傛憳瑕併€佺珷鑺傜姸鎬佸拰蹇呰鐗堟湰蹇収锛屼綔涓哄ぇ鏀瑰墠澶囦唤鎴栧钩琛岀増鏈捣鐐广€?
• 鍓湰鍒涘缓鍚庢彁渚涒€滄墦寮€鍓湰鈥濆拰鈥滆 AI 鑷姩瀵兼紨鎺ョ鍓湰鈥濆叆鍙ｏ紝鏂板缓杩愯鏃朵换鍔￠噸鏂板垎鏋愬壇鏈祫浜с€?
• 琛ュ厖鍓湰鍒涘缓鍥炲綊娴嬭瘯锛岀‘璁ゆ柊鍓湰涓嶄細寮曠敤鏃у皬璇寸珷鑺傘€佹棫浠诲姟銆佹棫 checkpoint 鎴栨棫 Artifact Ledger銆?
• 鍚庣画鎵╁睍鍓湰瀵规瘮涓庨€夋嫨鎬у悎骞惰兘鍔涳紝鎵€鏈夊悎骞跺姩浣滃繀椤昏蛋鐢ㄦ埛纭鍜?PolicyEngine锛屼笉鍋氶潤榛樿鐩栥€?

杩涘害璁板綍锛?

• 2026-04-29 19:45 [宸茶鍒抅 宸茬‘璁ゅ皬璇村壇鏈鍒跺簲鍙戠敓鍦ㄥ皬璇村疄浣撻摼璺紝涓嶅鍒惰嚜鍔ㄥ婕旀墽琛岀幇鍦猴紱璇ヨ兘鍔涙帓鍏ヨ繍琛屾椂杩佺Щ瀹屾垚鍚庣殑鍚庣画璁″垝銆?

2026-05-13 正文生成章节合同禁用记录

• 结论：章节合同 / sceneCards 分场景正文生成在真实链路中再次失败，问题不只是截断；它会导致同一章节被拆成多次 LLM 生成，时间和成本显著上升，且模型经常把每个场景写成整章，产出质量、篇幅稳定性和成本收益都不成正比。
• 禁令：在用户提出并确认新的完整方案之前，禁止把 chapter_boundary、scene_contract、scene_plan、sceneCards 分场景多轮生成、按场景硬截断或类似“章节合同”机制重新接入正文生成热路径。
• 允许范围：sceneCards、章节任务单、边界信息可以作为规划、审校、诊断、局部修复和可解释性辅助资产保留；不得驱动 chapter.draft.write writer prompt，不得让正文生成按场景反复调用模型。
• 当前整改方向：正文生成恢复为整章一次性写作；低于目标时只允许基于已有正文尾部续写补足；writer prompt 不再注入 chapter_boundary、scene_plan 或 scene_contract。
• 长度策略：不对已生成正文做强制长度失败校验、不按长度截断正文；只在正文生成 prompt 中加入明确的目标长度、可接受区间和不得明显超出上限的硬性写作提示。