gpt-image-2

Brand personality infographic generator based on awesome-gpt-image-2 Case 379. Create a 4:5 brand personality comic-infographic for a fictional productivity brand called "FocusFox". Center: friendly fox mascot in clean vector-comic style holding a planner. Surrounding panels: Brand Archetype, Voice, User Promise, Visual Style, Do / Don't, Social Post Examples, App Icon Preview, and 5 personality traits: clever, calm, playful, reliable, fast. Use warm cream background, orange/charcoal/sky-blue palette, crisp icons, speech bubbles, editorial grid, readable typography, and a polished startup branding feel. Avoid copying existing mascots, over-childish style, dense paragraphs, and random logos.

Timeline infographic generator based on awesome-gpt-image-2 Case 375. Create a 16:9 educational city-map timeline titled "Three Greek Philosophers: Socrates, Plato, Aristotle". Show a stylized ancient Athens map backdrop with three timeline lanes, portrait medallions, key dates, teacher-student arrows, school locations, and idea callouts: ethics, forms, logic, rhetoric, politics, observation. Use museum-quality editorial infographic design, parchment and marble textures, navy ink, muted terracotta accents, clear hierarchy, readable labels, and subtle architectural silhouettes. Avoid fake quotes, excessive text, inaccurate modern landmarks, and cartoonish clipart.

AI stamp generator and seal design board based on awesome-gpt-image-2 Case 245. Create a square design sheet titled "PERSONAL SEAL EXPLORATION" for the name "Gary". Show 9 unique stamp/seal concepts in a 3 x 3 grid: minimal square seal, circular maker mark, carved stone style, modern monogram, eastern-inspired red seal, embossed wax mark, black ink stamp, geometric maker logo, and digital avatar seal. Include small captions, red cinnabar ink texture, stone carving details, paper fibers, and a final recommended seal enlarged at the bottom. Premium craft-design presentation, clean and tasteful, not mystical. Avoid real historical seals, fake official government stamps, illegible clutter, and random Chinese characters unless they are decorative and clearly non-official.

AI city map generator illustration based on awesome-gpt-image-2 Case 331. Create a hand-painted watercolor city food map for a fictional district called "Riverside Old Town". 16:9 horizontal layout. Show winding river, stone bridge, night market lane, bakery corner, noodle shop, tea house, book cafe, small park, tram stop, and 10 numbered food landmarks with cute icons. Add a title ribbon "Riverside Old Town Food Map" and a compact legend. Style: warm travel guide illustration, watercolor paper texture, charming but accurate spatial layout, readable labels, soft shadows, lively tiny people. Avoid real city names, crowded microtext, and generic map pin overload.

AI menu design generator based on awesome-gpt-image-2 Case 294. Create a premium restaurant menu poster for a fictional modern Chaozhou-style restaurant named "Harbor Teahouse". 4:5 vertical. Include sections: Signature Dishes, Tea Pairings, Small Plates, Desserts. Feature 6 dish cards with elegant food photography thumbnails, prices as simple placeholders, bilingual-style layout using English dish names and tasteful short descriptions. Visual identity: warm ivory paper, jade green accents, thin gold rules, refined serif headings, subtle ceramic pattern, clean spacing. Add small brand mark and QR placeholder. Avoid real restaurant logos, fake awards, dense tiny text, and mismatched fonts.

AI mechanical keyboard design generator based on awesome-gpt-image-2 Case 302. Create a 16:9 design atlas titled "Nine Designer Mechanical Keyboards". Show 9 unique keyboard concepts in a 3 x 3 grid, each inspired by a different design language: Bauhaus, cyberpunk, zen garden, retro terminal, ocean ceramic, desert tactical, candy glass, forest moss, space station. Each tile includes keyboard render, keycap palette, switch feel note, case material, and one hero detail. Premium product design board, realistic 3D renders, clean labels, tasteful lighting, consistent perspective, high-end collector vibe. Avoid real brand logos, impossible layouts, messy cable clutter, and tiny unreadable descriptions.

AI character sheet generator based on awesome-gpt-image-2 Case 372. Create a clean 16:9 cute character design sheet for an original mascot named "Mochi Pilot". Include front view, side view, back view, 3 facial expressions, 4 gesture poses, color palette, accessory callouts, material notes, and a small turnaround diagram. Character: small round aviator creature with soft cream fur, tiny goggles, navy scarf, little wing-shaped backpack, friendly expression. Style: professional animation studio model sheet, soft 3D-toon rendering with precise line art, readable labels, warm off-white background, organized grid. Avoid copyrighted mascots, overcomplicated props, inconsistent proportions, and clutter.

AI movie poster generator concept based on awesome-gpt-image-2 Case 345. Create a 2:3 French New Wave inspired torn-paper movie poster for a fictional indie film titled "AFTER THE LAST METRO". Composition: moody young couple in black coats walking under rain-soaked Paris streetlights, collage fragments of metro tickets, grainy 35mm texture, torn red and cream paper layers, bold asymmetrical typography, small festival laurel placeholders that do not reference real festivals, and a dramatic negative-space title block. Palette: deep navy, cigarette-paper ivory, crimson, muted gold. Style: premium arthouse poster, editorial print texture, highly readable title, cinematic lighting, not a generic template. Avoid real actor likenesses, copyrighted film references, messy tiny text, and fake official awards.

AI product listing generator based on awesome-gpt-image-2 Case 301. Create a 4:5 e-commerce detail page montage for a fictional home robot vacuum named "OrbitClean X1". Include hero product render, exploded hardware section, suction airflow diagram, app control mockup, comparison chart, lifestyle living-room scene, and 5 feature icons: lidar mapping, quiet motor, pet hair brush, self-empty dock, edge cleaning. Style: high-converting product listing image, white and graphite background, electric blue accents, realistic 3D product photography, crisp callouts, trustworthy technical layout. Avoid real marketplace branding, fake certification badges, impossible claims, and unreadable microtext.

AI fashion design generator board based on awesome-gpt-image-2 Case 391. Create a 4:5 fashion concept grid titled "CULTURAL ANCHOR COLLECTION". Show 4 high-end outfits inspired by four fictional cultural moods: Desert Bronze, Alpine Wool, Coastal Indigo, and Festival Red. Each quadrant includes a full-body fashion illustration on mannequin, fabric swatches, accessory callouts, silhouette notes, and a short design rationale. Editorial runway moodboard style, premium magazine layout, textured paper, sharp garment details, tasteful color harmony, 3D fabric realism mixed with clean sketch annotations. Avoid stereotypes, flags, real designer logos, inappropriate cultural costumes, and unreadable labels.

Wellness infographic poster based on awesome-gpt-image-2 Case 235. Create a soothing square 1:1 "SLEEP RESET GUIDE" nine-card infographic. Use calm cream, midnight blue, lavender and warm gray. Cards: 1) fixed wake time, 2) morning sunlight, 3) caffeine cutoff, 4) wind-down ritual, 5) screen dimming, 6) room temperature, 7) breathing exercise, 8) gentle stretch, 9) tomorrow list. Each card has a simple icon, short readable title, and one concise line of advice. Layout: 3 x 3 grid with soft rounded cards, editorial wellness magazine style, subtle grain, warm lamp glow, lots of breathing space. Add header "Sleep Reset Guide" and subtitle "A gentle night routine". Avoid medical claims, dense text, generic stock icons, and childish colors.

Tech product exploded view infographic based on awesome-gpt-image-2 Case 333. Create a 16:9 engineering-whitepaper style diagram titled "AI GLASSES EXPLODED VIEW". Show a pair of sleek smart glasses separated into layers: titanium frame, waveguide lens, micro-OLED display, camera module, bone-conduction speakers, battery temple, touch strip, AI chip, microphones, thermal layer. Use precise arrows, numbered callouts, clean isometric perspective, dark graphite and white panels with cyan highlights, subtle grid, and small specification labels. Add a bottom flow strip: Capture -> Understand -> Assist -> Display. Make it look like a premium consumer-tech launch diagram. Avoid fake brand logos, impossible internals, unreadable text, and overcrowded annotations.

AI infographic generator poster based on awesome-gpt-image-2 Case 396. Create a vintage encyclopedia-style poster titled "DRAGON SPECIES FIELD GUIDE". Show 6 dragon species in separate labeled panels: Ember Wyvern, Glasswing Drake, Mossback Wyrm, Stormhorn Leviathan, Moonlit Serpent, Ironclad Basilisk. Each panel includes a detailed illustration, scale silhouette, habitat icon, danger rating, and 1-2 concise traits. Use aged parchment, engraved natural-history illustration style, muted inks, red taxonomy stamps, elegant serif labels, and precise museum layout. The image should work as a fantasy poster generator showcase and an infographic generator example. Keep labels readable, composition balanced, no copyrighted franchise references, no cluttered microtext.

AI product photography ad based on awesome-gpt-image-2 Case 358. Create a high-converting commercial poster for a fictional strawberry energy drink called "BerryVolt". Center: sleek aluminum can with condensation, strawberry slices, splashing red liquid, ice shards and dynamic droplets. Background: deep ruby to black gradient studio set with a bright rim light and glossy reflective floor. Headline: "BERRYVOLT". Subline: "Clean Energy. Strawberry Charge." Add 3 feature callouts: Natural Caffeine, Zero Sugar, Electrolytes. Style: premium beverage advertising, ultra-realistic product photography, crisp readable label, dramatic motion freeze, professional lighting, 4:5 vertical social ad. Avoid real brand logos, nutrition claims that look like official certifications, warped can text, and clutter.

Beard style generator poster based on awesome-gpt-image-2 Case 348. Create a premium "BEARD STYLE ANALYSIS" grooming poster featuring one consistent fictional man, age 32, medium skin tone, dark hair, realistic face. Show front profile and side profile views, face shape, beard density, jawline definition, growth pattern, neckline guide, and beard suitability score. Include a comparison grid of beard styles: Stubble, Short Boxed Beard, Full Beard, Goatee, Van Dyke, Clean Shave. Add small recommendation labels for which styles work best and why. Modern dark navy luxury background, subtle gold/cyan accents, professional barber infographic style, stylish typography, sharp realistic facial hair detail, clean panels. Avoid requiring a reference image, avoid celebrity resemblance, avoid tiny unreadable paragraphs, avoid cartoon beard stickers.

AI personal color analysis infographic based on awesome-gpt-image-2 Case 364. Create a luxury "PERSONAL COLOR ANALYSIS" editorial profile for a fictional young woman with realistic studio portrait anchor. Do not alter facial structure; keep natural skin texture, luminous clean retouching, soft directional key light. Warm ecru parchment background with subtle linen grain. Layout like a Vogue beauty supplement on matte paper: structured 3-column asymmetric grid, wide negative space, condensed serif display headers, spaced uppercase labels. Panels: 1) Undertone Diagnosis with tonal spectrum from cool ash to warm amber and a needle marker; 2) Seasonal Color Palette with 12 fabric-textured swatches and HEX labels, grouped into Power Colors, Softest Options, Harmonizing Neutrals; 3) Colors To Avoid with desaturated swatches and fine strikethrough; 4) Makeup Cartography with eyeshadow, blush, lip and highlight strips; 5) Hair Color Spectrum from base to dimension to avoid. Premium beauty-tech infographic, readable text, soft ivory/sand/ecru system, no harsh drop shadows, no fake celebrity.

RAG architecture diagram based on awesome-gpt-image-2 Case 334. Create a clear 16:9 technical infographic titled "RAG Architecture: Retrieval-Augmented Generation". Show the full flow from User Query to Query Rewriter, Embedding Model, Vector Database, Retriever, Reranker, Context Builder, LLM, Answer with Citations, and Feedback Loop. Include a document ingestion lane: raw documents, chunking, metadata extraction, embeddings, vector index. Use arrows, numbered steps, compact callouts, and a clean engineering-whitepaper style. Visual language: dark navy and white panels, cyan highlights, subtle grid, readable labels, simple database and document icons, no unnecessary decoration. Add a small "Common failure points" panel: stale index, weak chunks, missing citations, low recall, hallucinated answer. Make it educational, SEO-friendly, and suitable for a blog hero graphic. Avoid dense unreadable text and hallucinated vendor logos.

Amazon A+ content design image set based on awesome-gpt-image-2 Case 178. Generate a vertical 4:5 e-commerce A+ detail page montage for a fictional ergonomic standing desk converter called "LiftFlow Pro". Include: hero product render on a clean desk, 5 selling point modules, exploded feature diagram, comparison chart, lifestyle scene, size diagram, and packaging callout. Headline: "LiftFlow Pro Standing Desk Converter". Selling points: smooth lift assist, stable steel frame, cable tray, wide keyboard deck, compact fold-flat design. Style: high-converting Amazon A+ content, white background, premium blue/graphite accents, realistic product photography, crisp icons, clear labels, modular layout, trustworthy and conversion-focused. Avoid fake certification badges, impossible mechanics, tiny unreadable text, and marketplace logos.

YouTube thumbnail generator concept based on awesome-gpt-image-2 Case 110. Design a high-click-through 16:9 YouTube thumbnail for a video titled "I Tried 100 AI Image Prompts So You Don't Have To". Composition: energetic creator at left holding a laptop with surprised expression, a wall of colorful generated image cards behind them, giant bold text on the right reading "100 AI PROMPTS" and a smaller badge "BEST 7". Use dramatic rim lighting, vibrant orange/blue contrast, clean cutout edges, depth, motion streaks, and a clear focal hierarchy. Include 3 tiny prompt-card thumbnails: logo, product photo, infographic. Make it look like a professional thumbnail generator output for tech creators. Text must be large and readable at small size. Avoid clutter, tiny text, fake platform logos, misleading celebrity faces, and excessive arrows.

AI hairstyle generator infographic based on awesome-gpt-image-2 Case 360. Create a professional "HAIRSTYLE ANALYSIS - Long Hair Edition" grooming guide featuring one consistent fictional male model with long thick hair, 6-10 inches, slightly wavy texture. Use a clean modern premium layout on a warm white / beige background. Top title: "AI Hairstyle Generator: Long Hair Analysis". Left panel with icons: Face Shape: Oval; Hair Type: Thick; Texture: Wavy; Length: Long. Best options row with green indicators: Layered Flow Cut, Modern Curtain Hair, Textured Long Waves, Loose Slick Back. Less flattering row with red indicators: Flat Straight Long Hair, Overly Oily Slick Back, Uneven Long Layers, Excessively Frizzy Look. Add best length section, best hair color swatches (dark brown, natural black, warm brown, ash brown), front and side profile views, and small notes explaining why each style works. Premium magazine infographic, realistic hair detail, consistent face, soft shadows, readable typography, high resolution. Avoid beauty-salon clipart, messy grids, and generic horoscope language.

AI logo generator and brand identity system board based on awesome-gpt-image-2 Case 354. Create a polished square brand identity presentation for a fictional AI note-taking app named "Lumen Notes". Show 5 different logo concept tiles with captions: monogram, geometric spark, folded page, neural dot constellation, and calm sunrise mark. Include a final recommended logo enlarged in the center, app icon preview, business card mockup, website header mockup, color palette with HEX labels, and typography hierarchy. Brand personality: intelligent, calm, fast, trustworthy, creative. Target users: founders, students, researchers, consultants. Style: premium startup design deck, clean grid, warm off-white background, black text, cobalt blue and sunrise gold accents, vector-sharp marks, subtle shadows, excellent spacing. The whole image should feel like an AI logo generator result page that is actually useful, not a random logo collage. Avoid copying existing brands, avoid illegible micro text, avoid overused robot icons.

AI signature generator poster based on awesome-gpt-image-2 Case 400. Create a premium vertical 9:16 signature style selection poster for the name "Gary". White / warm-gray minimalist editorial background with at least 40% negative space. Top title: "Which signature fits Gary?" Subtitle: "Six writing energies, one personal mark." Arrange 6 clean cards in a 2 x 3 grid. Each card shows a distinct handwritten signature concept derived from the name Gary: 1) minimal rational brand mark, 2) bold expressive flourish, 3) relaxed casual handwriting, 4) eastern brush-inspired flow, 5) sharp geometric structure, 6) experimental designer autograph. For every card, make the pen stroke feel physically written: visible pressure changes, entry stroke, connected rhythm, structural tilt, and unique terminal stroke. Add small tasteful labels under each signature. Black, charcoal, champagne, cool gray and subtle ink accents only. Premium Apple-keynote lighting, fine paper texture, very clean typography, high-end magazine layout. Avoid cheap fonts, random calligraphy, messy colors, oversized UI cards, and generic template feeling.

個人髮型分析】 - 請根據我上傳的人像照片，製作一張高質感 個人髮型分析圖卡 - 保留主角原本五官、臉型與真實特徵，透過左右或並排對比方式，展示不同髮型套用在主角身上的效果，清楚區分「最適合」、「普通」與「不建議」髮型，讓人一眼看出哪些髮型最修飾臉型、提升氣質與整體顏值 - 可比較長髮、短髮、瀏海、捲髮、直髮、層次剪裁、綁髮造型等。版面設計需乾淨時尚、像專業造型顧問報告，整體以視覺呈現為主，只使用簡短標籤，不要加入長段文字 - 高解析度，資訊清楚，適合社群分享 × — 【個人顏色分析】 - 請根據我上傳的人像照片，製作一張高質感 個人色彩分析圖卡 - 保留主角原本五官、膚色、臉型與真實特徵，透過左右或並排對比方式，展示不同服裝顏色穿在主角身上的效果，清楚區分「適合色」與「不適合色」，讓人一眼看出哪些顏色最襯膚色、提升氣色與整體質感 - 版面設計需乾淨時尚、像專業形象顧問報告，整體以視覺呈現為主，只使用簡短標籤（例如：推薦、普通、避免），不要加入長段文 字 - 高解析度，資訊清楚，適合社群分享

graph TD %% ========== Agent 层 ========== subgraph Agent层[Agent 推理/对话] AgentCore[Agent Core] end %% ========== API 层 ========== subgraph API层[记忆核心服务API] SAPI["存储API"] RAPI["检索API"] EAPI["提取写入API"] FAPI["遗忘API"] TAPI["租户API"] end %% ========== 记忆存储模块(展开) ========== subgraph 记忆存储模块[记忆存储] StorageRouter[存储路由] SessionPersist[会话消息持久化器] MigrationMgr[版本化导入导出/备份恢复] RuntimeState[运行时状态管理] subgraph 存储内部适配[多模存储内部适配] VecStore[向量存储适配] RelStore[关系型存储适配] KVStore[KV存储适配] FileStore[文件存储适配] GraphStore[图谱存储适配] end end %% ========== 记忆检索模块(展开) ========== subgraph 记忆检索模块[记忆检索] MultiRouter[查询拆分与路由] VecSearch[语义向量检索] ExactGet[精确KV读取] FullText[全文关键词搜索] HistorySearch[历史对话检索-时间/轮次] GraphTraverse[知识图谱多跳遍历] CandidateMerge[多路候选合并] RerankEngine[重排序] DedupPost[检索后去重] subgraph 矛盾检测[矛盾检测] ContradictionScan[定期事实对扫描] FactPairExtract[事实对提取] LLMJudge[LLM矛盾判决] ReportGen[矛盾报告生成] end end %% ========== 记忆提取与写入模块(展开) ========== subgraph 记忆提取与写入模块[记忆提取与写入] subgraph 提取触发[触发] AutoTrig[自动触发] ManTrig[手动调用] AgentTrig[Agent自主写入] ExtRes[外部资源摄入] end subgraph 提取流水线[LLM提取流水线] LLMStage[单/多阶段LLM提取] SchemaCheck[Schema校验] VarExtract[变量/情境提取] ProfileExtract[画像提取] Dialectic[辩证推理-用户建模] HistoryInject[注入历史消息] end subgraph 冲突与去重[冲突裁决与去重] ConflictDetect[新旧冲突检测] Decision[裁决:跳过/删旧加新/新增] Dedup[精确+语义去重] end subgraph 写入执行[写入执行] SingleWrite[单条写入+立即落盘] BatchWrite[批量写入+去重] ProfileUpdate[画像更新] MemoryReplace[替换/增量更新] end subgraph 上下文注入[上下文注入] FrozenSnapshot[冻结快照注入] FileContext[上下文文件注入] DualLayer[双层上下文注入] SysPromptBuilder[System Prompt构建] end subgraph 持久化与导出[Flush与转录导出] FlushGate[Token超阈值门控] PriorityCalc[写入优先级] StateSync[状态同步] ExportTrans[会话转录导出+分类] end end %% ========== 记忆遗忘模块(展开) ========== subgraph 记忆遗忘模块[记忆遗忘] subgraph 遗忘触发源[触发] AgentForget[Agent调用] DevAPIF[开发者API] CapacityTrig[容量超限] TokenTrig[Token超限] end subgraph 遗忘编排[遗忘编排器] ForgetRouter[遗忘类型路由] ValidatorF[参数校验] StrategyF[策略选择:删除/压缩/归档] end subgraph 删除执行[删除执行] PreciseDel[精确删除] BatchDel[批量删除] ClearAll[全量清空] MultiStoreSync[多存储同步删除] end subgraph 容量约束遗忘[容量约束淘汰] CapacityCheck[容量检查] EvictPolicy[淘汰策略FIFO/LRU] WarnReject[超限拒绝+告警] end subgraph 上下文压缩[Compaction] ChunkSplit[分块+保留标识符] LLMSummary[LLM摘要生成] MergeInst[合并指令+元数据] TruncFallback[截断/渐进式fallback] RefreshCtx[刷新上下文] end subgraph 压缩生命周期[压缩生命周期] PreHook[压缩前Hook] PostHook[压缩后Hook] DedupCounter[去重计数防重] SessionCleanup[会话清理与重置] end subgraph 归档与审计[归档与审计] ArchiveCopy[原始转录归档副本] AuditLog[遗忘审计日志] end end %% ========== 多租户隔离模块(展开) ========== subgraph 多租户隔离模块[多租户隔离] subgraph 隔离维度[隔离维度] UserIso[用户级] TaskIso[任务级] ToolIso[工具级] ScopeIso[Scope级] end subgraph 隔离执行[物理隔离实现] PhysVec[向量集合/分区隔离] PhysRel[关系库字段/表隔离] PhysKV[KV前缀隔离] PhysFile[文件目录隔离] PhysGraph[图命名图隔离] FrozenSnapIso[会话冻结快照隔离] end subgraph Scope映射[Scope-User映射] MappingTable[(映射表)] MapCRUD[增删查改] ScopeAuth[Scope权限校验] end subgraph 多Agent继承[子Agent继承] ParentCtx[父Agent快照] SubRegistry[子Agent注册中心] ContextInherit[上下文继承] InheritLifecycle[生命周期Hook] end end %% ========== 公共引擎层 ========== subgraph 公共引擎[公共处理引擎] LLMExtractEngine[LLM提取引擎] ConflictResEngine[冲突裁决引擎] DedupEngine[去重引擎] FlushCtrlEngine[持久化门控引擎] CompactionEngine[上下文压缩引擎] AuditEngine[写入/遗忘审计引擎] end %% ========== 物理存储 ========== subgraph 基础设施[物理存储] VectorDB[(向量DB)] SQLDB[(MySQL/SQLite)] Redis[(Redis/内存)] Disk[(文件系统)] GraphDB[(图DB)] AuditStore[(审计日志)] end %% ******** 连线 ******** %% Agent与API AgentCore --> SAPI AgentCore --> RAPI AgentCore --> EAPI AgentCore --> FAPI TAPI -.-> SAPI TAPI -.-> RAPI TAPI -.-> EAPI TAPI -.-> FAPI %% --- 存储模块对外连接 --- SAPI --> StorageRouter StorageRouter --> VecStore StorageRouter --> RelStore StorageRouter --> KVStore StorageRouter --> FileStore StorageRouter --> GraphStore SessionPersist --> RelStore SessionPersist --> FileStore MigrationMgr --> RelStore MigrationMgr --> FileStore RuntimeState --> RelStore VecStore --> VectorDB RelStore --> SQLDB KVStore --> Redis FileStore --> Disk GraphStore --> GraphDB %% --- 检索模块对外连接 --- RAPI --> MultiRouter MultiRouter --> VecSearch MultiRouter --> ExactGet MultiRouter --> FullText MultiRouter --> HistorySearch MultiRouter --> GraphTraverse VecSearch --> VectorDB ExactGet --> Redis FullText --> SQLDB FullText --> Disk HistorySearch --> SQLDB GraphTraverse --> GraphDB VecSearch --> CandidateMerge ExactGet --> CandidateMerge FullText --> CandidateMerge HistorySearch --> CandidateMerge GraphTraverse --> CandidateMerge CandidateMerge --> RerankEngine RerankEngine --> DedupPost DedupPost --> AgentCore ContradictionScan --> FactPairExtract FactPairExtract --> LLMJudge LLMJudge --> ReportGen ReportGen -.-> AgentCore ContradictionScan --> VectorDB ContradictionScan --> SQLDB %% --- 提取写入模块对外连接 --- EAPI --> AutoTrig EAPI --> ManTrig AgentCore --> AgentTrig ExtRes --> LLMStage AutoTrig --> LLMStage ManTrig --> LLMStage LLMStage --> HistoryInject LLMStage --> SchemaCheck SchemaCheck --> VarExtract SchemaCheck --> ProfileExtract SchemaCheck --> Dialectic VarExtract --> ConflictDetect ProfileExtract --> ConflictDetect Dialectic --> ConflictDetect ConflictDetect --> Decision Decision --> Dedup Dedup --> SingleWrite Dedup --> BatchWrite Dedup --> ProfileUpdate Dedup --> MemoryReplace SingleWrite --> FlushGate BatchWrite --> FlushGate ProfileUpdate --> FlushGate MemoryReplace --> FlushGate FlushGate --> PriorityCalc PriorityCalc --> StateSync StateSync --> FrozenSnapshot FrozenSnapshot --> SysPromptBuilder FileContext --> SysPromptBuilder DualLayer --> SysPromptBuilder SysPromptBuilder --> AgentCore SingleWrite --> StorageRouter BatchWrite --> StorageRouter ProfileUpdate --> RelStore MemoryReplace --> StorageRouter ExportTrans --> FileStore ExportTrans --> RelStore FlushGate -.-> ExportTrans %% --- 遗忘模块对外连接 --- FAPI --> ForgetRouter DevAPIF --> ForgetRouter AgentForget --> ForgetRouter ForgetRouter --> ValidatorF ValidatorF --> StrategyF StrategyF -->|删除| PreciseDel StrategyF -->|删除| BatchDel StrategyF -->|删除| ClearAll StrategyF -->|压缩| ChunkSplit StrategyF -->|归档| ArchiveCopy PreciseDel --> MultiStoreSync BatchDel --> MultiStoreSync ClearAll --> MultiStoreSync CapacityTrig --> CapacityCheck CapacityCheck --> EvictPolicy EvictPolicy --> MultiStoreSync MultiStoreSync --> AuditLog WarnReject --> AuditLog TokenTrig --> ChunkSplit ChunkSplit --> LLMSummary LLMSummary --> MergeInst MergeInst --> TruncFallback TruncFallback --> RefreshCtx RefreshCtx --> SysPromptBuilder PreHook --> ChunkSplit PostHook --> RefreshCtx DedupCounter --> PostHook SessionCleanup --> DedupCounter ArchiveCopy --> Disk AuditLog --> AuditStore MultiStoreSync --> StorageRouter %% --- 多租户隔离模块对外连接 --- UserIso --> PhysVec UserIso --> PhysRel UserIso --> PhysKV UserIso --> PhysFile UserIso --> PhysGraph TaskIso --> PhysRel TaskIso --> PhysKV ToolIso --> PhysRel ScopeIso --> PhysVec ScopeIso --> PhysRel FrozenSnapIso --> PhysRel ScopeAuth --> MappingTable MapCRUD --> MappingTable PhysVec -.-> ScopeAuth PhysRel -.-> ScopeAuth ParentCtx --> SubRegistry SubRegistry --> ContextInherit ContextInherit --> InheritLifecycle InheritLifecycle --> ParentCtx ContextInherit --> SysPromptBuilder %% 公共引擎被各模块调用（虚线表示逻辑归属） LLMExtractEngine -.-> LLMStage ConflictResEngine -.-> ConflictDetect DedupEngine -.-> Dedup FlushCtrlEngine -.-> FlushGate CompactionEngine -.-> LLMSummary AuditEngine -.-> AuditLog AuditEngine -.-> Decision