提交 graphify 知识图谱，方便按图查询架构而不用重扫文档。

Co-authored-by: Cursor <cursoragent@cursor.com>

.gitignore

@@ -12,3 +12,10 @@ reference/*.pem
 .DS_Store
 Thumbs.db
 *.swp
+
+# graphify：图谱可提交，本机路径/缓存/费用统计留在本地
+graphify-out/cost.json
+graphify-out/.graphify_python
+graphify-out/.graphify_root
+graphify-out/.vocab.txt
+graphify-out/cache/

graphify-out/.graphify_labels.json

@@ -0,0 +1 @@
+{"0":"HarmonyOS App Shell","1":"Product Architecture Docs","2":"Report Pipeline Stages","3":"Knowledge Base Admin","4":"Outfit Agent LLM","5":"Rules Engine CI","6":"Dual Login Sessions","7":"Aesthetic Report Spec","8":"Product Milestone Roadmap","9":"Local HarmonyOS Debug","10":"Start Icon Branding","11":"Self-shot Content Track","12":"AppScope Icon Foreground","13":"LLM Cost Circuit Breaker","14":"AI Content Compliance","15":"Entry Icon Background","16":"Entry Icon Foreground","17":"AppScope Icon Background","18":"SMS Dual Certificates","19":"Face Photo Retention","20":"Quota Guest Merge","21":"Analytics Event Ingest","22":"Weather Degrade Path","23":"Billing Reserve Commit","24":"Modular Monolith Domains","25":"Daily Cost Breaker","26":"Pose Body Measurement","27":"Golden Set Benchmark","28":"File Ownership Isolation","29":"Requirement Numbering Index","30":"Hvigor Build Config","31":"Hvigor Build Duplicate","32":"Cloud Credential Checklist","33":"Four Parallel Tracks"}

graphify-out/GRAPH_REPORT.md

@@ -0,0 +1,204 @@
+# Graph Report - meida  (2026-08-15)
+
+## Corpus Check
+- 82 files · ~66,439 words
+- Verdict: corpus is large enough that graph structure adds value.
+
+## Summary
+- 252 nodes · 297 edges · 34 communities (24 shown, 10 thin omitted)
+- Extraction: 85% EXTRACTED · 13% INFERRED · 2% AMBIGUOUS · INFERRED: 40 edges (avg confidence: 0.83)
+- Token cost: 0 input · 0 output
+
+## Community Hubs (Navigation)
+- HarmonyOS App Shell
+- Product Architecture Docs
+- Report Pipeline Stages
+- Knowledge Base Admin
+- Outfit Agent LLM
+- Rules Engine CI
+- Dual Login Sessions
+- Aesthetic Report Spec
+- Product Milestone Roadmap
+- Local HarmonyOS Debug
+- Start Icon Branding
+- Self-shot Content Track
+- AppScope Icon Foreground
+- LLM Cost Circuit Breaker
+- AI Content Compliance
+- Entry Icon Background
+- Entry Icon Foreground
+- AppScope Icon Background
+- SMS Dual Certificates
+- Face Photo Retention
+- Quota Guest Merge
+- Analytics Event Ingest
+- Weather Degrade Path
+- Billing Reserve Commit
+- Modular Monolith Domains
+- Daily Cost Breaker
+- Pose Body Measurement
+- Golden Set Benchmark
+- File Ownership Isolation
+- Requirement Numbering Index
+- Cloud Credential Checklist
+- Four Parallel Tracks
+
+## God Nodes (most connected - your core abstractions)
+1. `美搭 HarmonyOS ArkTS App` - 8 edges
+2. `美搭文档索引` - 8 edges
+3. `HomePage` - 7 edges
+4. `ReportCreatePage` - 7 edges
+5. `ReportResultPage` - 7 edges
+6. `Stage Protocol` - 7 edges
+7. `Personal image report sample` - 7 edges
+8. `ChatPage` - 6 edges
+9. `FE Batch Collaboration Protocol` - 6 edges
+10. `Backend API Cheatsheet` - 6 edges
+
+## Surprising Connections (you probably didn't know these)
+- `Full aesthetic report` --cites--> `Personal image report sample`  [EXTRACTED]
+  docs/美学报告-需求文档.md → reference/个人形象报告.pdf
+- `Diagnosis dimension dictionary` --cites--> `Five body types O A X T H`  [EXTRACTED]
+  docs/美学报告-需求文档.md → reference/个人形象报告.pdf
+- `Diagnosis dimension dictionary` --cites--> `Nine gene styles`  [EXTRACTED]
+  docs/美学报告-需求文档.md → reference/个人形象报告.pdf
+- `TD-01 HarmonyOS native ArkTS` --rationale_for--> `美搭 HarmonyOS ArkTS App`  [EXTRACTED]
+  docs/技术选型与调研报告.md → app/README.md
+- `Basic aesthetic report` --cites--> `Personal image report sample`  [EXTRACTED]
+  docs/美学报告-需求文档.md → reference/个人形象报告.pdf
+
+## Import Cycles
+- None detected.
+
+## Hyperedges (group relationships)
+- **M3 Report Staged Pipeline** — docs_t15_report_pipeline, docs_t15_stage_protocol, docs_t15_assemble_stages, docs_t16_visionstage, docs_t16_diagnosisstage, docs_t17_copystage, docs_t17_validationstage [EXTRACTED 1.00]
+- **HarmonyOS FE Batch F1-F4** — docs_readme_fe_collaboration_protocol, docs_f1_loginpage, docs_f2_homepage, docs_f3_reportcreatepage, docs_f4_chatpage [EXTRACTED 1.00]
+- **KB Publish and Cache Invalidation** — docs_t6_kb_entity, docs_t7_rules_engine, docs_t12_publish_orchestration, docs_t14_invalidate_cache [EXTRACTED 1.00]
+- **Knowledge report memory agent tryon loop** — docs_meixue_zhishiku_jianshe_fangan_twelve_entities, docs_meixue_baogao_xuqiu_wendang_basic_report, docs_yonghu_xitong_yu_jiyi_xitong_xuqiu_wendang_layered_memory, docs_chuanda_agent_xuqiu_wendang_outfit_agent, docs_readme_tryon_ready [EXTRACTED 1.00]
+- **Face filing and AI labeling obligations** — docs_hegui_yu_anquan_fangan_yuan_tu_bu_luo_pan, docs_hegui_yu_anquan_fangan_four_ongoing_duties, docs_hegui_yu_anquan_fangan_ai_labeling, docs_jishu_jiagou_wendang_compliance_publish_asset [EXTRACTED 1.00]
+- **V1 quota metering and daily fuse** — docs_readme_quota, docs_readme_reserve_commit_refund, docs_jishu_jiagou_wendang_daily_cost_breaker, docs_jishu_jiagou_wendang_ob_ai_call [EXTRACTED 1.00]
+
+## Communities (34 total, 10 thin omitted)
+
+### Community 0 - "HarmonyOS App Shell"
+Cohesion: 0.11
+Nodes (26): AuthStore, LoginPage, ProfilePage, Quota Card, App Shell Tabs, ErrorView, HomePage, NFR-UX-02 (+18 more)
+
+### Community 1 - "Product Architecture Docs"
+Cohesion: 0.12
+Nodes (20): Compliance and security plan, Existing 60-style hair API, 美搭 product, ADR-01 to ADR-14, Technical architecture document, ob_ai_call cost ledger, TD-01 HarmonyOS native ArkTS, TD-28 V1 free quota commercialization (+12 more)
+
+### Community 2 - "Report Pipeline Stages"
+Cohesion: 0.21
+Nodes (17): LoadingView, NFR-UX-05, ReportResultPage, Diagnosis API Contract, assemble_stages, Report Pipeline Skeleton, ReportContext, Stage Protocol (+9 more)
+
+### Community 3 - "Knowledge Base Admin"
+Cohesion: 0.14
+Nodes (17): Minimal Admin Console, Knowledge Gap Board, Publish Orchestration, X-Admin-Token Auth, CacheKey, invalidate_cache, Retrieval Result Cache, TtlCache (+9 more)
+
+### Community 4 - "Outfit Agent LLM"
+Cohesion: 0.12
+Nodes (16): Agent intent recognition, Outfit Agent, Four post-filing ongoing duties, KB report memory agent loop, LLM gateway, Agent token budget 4200, TD-04 DeepSeek plus GLM gateway, TD-19 generative AI filing done (+8 more)
+
+### Community 5 - "Rules Engine CI"
+Cohesion: 0.16
+Nodes (15): Golden Set CI Framework, Golden Runner, NFR-MAINT-04, DeterministicVisionProvider, VisionProvider, evaluate RuleVerdict, Hard Constraint Semantics, Core Conclusions From Rules LLM Only Expresses (+7 more)
+
+### Community 6 - "Dual Login Sessions"
+Cohesion: 0.19
+Nodes (14): FR-ACC-01, Huawei Account Kit Login, HuaweiIdTokenVerifier, FR-ACC-04, FR-ACC-14, SMS Phone Login, SmsAuthService, SmsSender Protocol (+6 more)
+
+### Community 7 - "Aesthetic Report Spec"
+Cohesion: 0.19
+Nodes (13): TD-31 no wuxing fortune module, Basic aesthetic report, Diagnosis dimension dictionary, Full aesthetic report, Report trigger design, 32 diagnosis dimensions, Wuxing fortune module cancelled, Five body types O A X T H (+5 more)
+
+### Community 8 - "Product Milestone Roadmap"
+Cohesion: 0.20
+Nodes (11): Existing tryon change_cloth API, Unified task center, TD-00 owned tryon service, Milestone M0, Milestone M1 engineering foundation, Milestone M2 knowledge operable, Milestone M3 report loop, Milestone M4-a tryon and hair (+3 more)
+
+### Community 9 - "Local HarmonyOS Debug"
+Cohesion: 0.24
+Nodes (10): HarmonyOS source obfuscation rules, dev-token login channel, ets/core shared layer, hvigor assembleHap gate, meida_backend, 美搭 HarmonyOS ArkTS App, Page router isolation convention, FE first-batch local loop (+2 more)
+
+### Community 10 - "Start Icon Branding"
+Cohesion: 0.33
+Nodes (9): Saturated medium-blue rounded-square (squircle) background of the start icon, Dashboard / app-drawer / service-collection UI motif suggested by a 2x2 tile grid, Flat modern minimalist icon style without gradients or skeuomorphism, HarmonyOS entry-module start icon in base/media resources, App launcher / splash-screen start branding asset, Possible media-gallery or content-collection motif (uncertain; app name meida/media), Four pale blue or off-white frosted-glass rounded tiles inside the icon, HarmonyOS entry startIcon: blue rounded-square splash/launcher branding with a centered 2x2 pale-tile grid (+1 more)
+
+### Community 11 - "Self-shot Content Track"
+Cohesion: 0.31
+Nodes (9): TD-07 BiRefNet forbid RMBG-2.0, TD-26 all items self-shot, TD-27 full-time image advisor, Critical path shift to content, T-P0-20 full-time image advisor, T-P0-21 self-shot pipeline, Self-shot item pipeline, tryon_ready (+1 more)
+
+### Community 12 - "AppScope Icon Foreground"
+Cohesion: 0.32
+Nodes (8): 2x2 grid of four identical rounded squares, Adaptive / HarmonyOS AppScope foreground branding asset, HarmonyOS app icon foreground layer: 2x2 rounded-square grid on black, Solid black background of the foreground icon layer, Bottom-right medium-to-dark gray rounded square accent, Grid menu or app-list launcher motif, Three light-gray rounded squares (top-left, top-right, bottom-left), Possible selected-state reading of the darker bottom-right tile
+
+### Community 13 - "LLM Cost Circuit Breaker"
+Cohesion: 0.25
+Nodes (8): DailyBudgetGuard, ensure_scene_allowed, Error 60003 LLM Daily Budget Exceeded, Error 60006 LLM_SCENE_DEGRADED, Four-Tier Daily Budget Degradation, Budget Manual Override, NFR-COST-02, SceneDegradedError
+
+### Community 14 - "AI Content Compliance"
+Cohesion: 0.33
+Nodes (7): AI content dual labeling, 27-digit content code, Content ethics redlines, Moderation fail-close, compliance.publish_asset, TD-21 AI synthetic content labeling, Unified compliance exit
+
+### Community 15 - "Entry Icon Background"
+Cohesion: 0.40
+Nodes (6): Brand primary color, Branding asset, Solid vibrant blue HarmonyOS entry icon background, HarmonyOS entry module, Icon background layer, Vibrant blue
+
+### Community 16 - "Entry Icon Foreground"
+Cohesion: 0.47
+Nodes (6): 2x2 grid of rounded squares, App drawer / grid menu icon metaphor, Solid black icon background, Darker gray bottom-right tile, HarmonyOS entry module icon foreground layer, Light gray rounded tiles (top-left, top-right, bottom-left)
+
+### Community 17 - "AppScope Icon Background"
+Cohesion: 0.70
+Nodes (5): HarmonyOS adaptive icon background layer, AppScope base media branding resource, Saturated primary brand blue fill, Solid vibrant blue square background asset, Possible splash or launch screen background
+
+### Community 18 - "SMS Dual Certificates"
+Cohesion: 0.40
+Nodes (5): Independent dual login channels, TD-32 Tencent Cloud SMS, AGC dual certificate fingerprints, Tencent Cloud SMS signature review, reference/ no-secrets policy
+
+### Community 19 - "Face Photo Retention"
+Cohesion: 0.50
+Nodes (4): Face original retention 2 hours, Face original never persisted, TD-20 face original not stored, COS four buckets
+
+### Community 20 - "Quota Guest Merge"
+Cohesion: 0.67
+Nodes (3): Product quota table section 3.2, Quota, Guest mode and merge
+
+### Community 21 - "Analytics Event Ingest"
+Cohesion: 0.67
+Nodes (3): AnalyticsService, Events Batch Ingest, Events Fail-Close Validation
+
+## Ambiguous Edges - Review These
+- `Solid vibrant blue square background asset` → `Possible splash or launch screen background`  [AMBIGUOUS]
+  app/AppScope/resources/base/media/background.png · relation: conceptually_related_to
+- `Bottom-right medium-to-dark gray rounded square accent` → `Possible selected-state reading of the darker bottom-right tile`  [AMBIGUOUS]
+  app/AppScope/resources/base/media/foreground.png · relation: conceptually_related_to
+- `Vibrant blue` → `Brand primary color`  [AMBIGUOUS]
+  app/entry/src/main/resources/base/media/background.png · relation: semantically_similar_to
+- `Centered symmetrical 2x2 grid of four smaller rounded squares` → `Possible media-gallery or content-collection motif (uncertain; app name meida/media)`  [AMBIGUOUS]
+  app/entry/src/main/resources/base/media/startIcon.png · relation: conceptually_related_to
+- `Dashboard / app-drawer / service-collection UI motif suggested by a 2x2 tile grid` → `Possible media-gallery or content-collection motif (uncertain; app name meida/media)`  [AMBIGUOUS]
+  app/entry/src/main/resources/base/media/startIcon.png · relation: semantically_similar_to
+
+## Knowledge Gaps
+- **81 isolated node(s):** `LoadingView`, `NFR-UX-02`, `ChatMsg`, `Coordinator Commit`, `Budget Manual Override` (+76 more)
+  These have ≤1 connection - possible missing edges or undocumented components.
+- **10 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
+
+## Suggested Questions
+_Questions this graph is uniquely positioned to answer:_
+
+- **What is the exact relationship between `Solid vibrant blue square background asset` and `Possible splash or launch screen background`?**
+  _Edge tagged AMBIGUOUS (relation: conceptually_related_to) - confidence is low._
+- **What is the exact relationship between `Bottom-right medium-to-dark gray rounded square accent` and `Possible selected-state reading of the darker bottom-right tile`?**
+  _Edge tagged AMBIGUOUS (relation: conceptually_related_to) - confidence is low._
+- **What is the exact relationship between `Vibrant blue` and `Brand primary color`?**
+  _Edge tagged AMBIGUOUS (relation: semantically_similar_to) - confidence is low._
+- **What is the exact relationship between `Centered symmetrical 2x2 grid of four smaller rounded squares` and `Possible media-gallery or content-collection motif (uncertain; app name meida/media)`?**
+  _Edge tagged AMBIGUOUS (relation: conceptually_related_to) - confidence is low._
+- **What is the exact relationship between `Dashboard / app-drawer / service-collection UI motif suggested by a 2x2 tile grid` and `Possible media-gallery or content-collection motif (uncertain; app name meida/media)`?**
+  _Edge tagged AMBIGUOUS (relation: semantically_similar_to) - confidence is low._
+- **Why does `ReportCreatePage` connect `HarmonyOS App Shell` to `Report Pipeline Stages`?**
+  _High betweenness centrality (0.052) - this node is a cross-community bridge._
+- **Why does `ReportResultPage` connect `Report Pipeline Stages` to `HarmonyOS App Shell`?**
+  _High betweenness centrality (0.040) - this node is a cross-community bridge._

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graphify-out/memory/query_20260815_093803_why_does_reportcreatepage_connect_harmonyos_app_sh.md

@@ -0,0 +1,28 @@
+---
+type: "query"
+date: "2026-08-15T09:38:03.115977+00:00"
+question: "Why does ReportCreatePage connect HarmonyOS App Shell to Report Pipeline Stages?"
+contributor: "graphify"
+outcome: "useful"
+source_nodes: ["ReportCreatePage", "ReportResultPage", "HomePage", "ReportService", "Report Pipeline Skeleton", "Stage Protocol", "Report Task Polling"]
+---
+
+# Q: Why does ReportCreatePage connect HarmonyOS App Shell to Report Pipeline Stages?
+
+## Answer
+
+Expanded from original query via vocab: [report, create, page, result, pipeline, stage, shell, home, polling, assemble, diagnosis, service]. ReportCreatePage (community HarmonyOS App Shell, src=docs/开发任务包/F3-报告流.md) is the FE create-report page. It is reached from HomePage [EXTRACTED references], then references ReportResultPage [EXTRACTED] which sits in Report Pipeline Stages. The backend hop is ReportCreatePage <--shares_data_with [INFERRED]-- ReportService <--references [EXTRACTED]-- Report Pipeline Skeleton --references [EXTRACTED]--> Stage Protocol (3 hops undirected). ReportResultPage then shares_data_with DimensionResult and Rule-Direct Fallback Copy and references Diagnosis API Contract.
+
+## Outcome
+
+- Signal: useful
+
+## Source Nodes
+
+- ReportCreatePage
+- ReportResultPage
+- HomePage
+- ReportService
+- Report Pipeline Skeleton
+- Stage Protocol
+- Report Task Polling

graphify-out/memory/query_20260815_094511_how_do_the_four_stage_protocol_stages_fill_dimensi.md

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+---
+type: "query"
+date: "2026-08-15T09:45:11.015591+00:00"
+question: "How do the four Stage Protocol stages fill DimensionResult?"
+contributor: "graphify"
+outcome: "useful"
+source_nodes: ["Stage Protocol", "assemble_stages", "VisionStage", "DiagnosisStage", "CopyStage", "ValidationStage", "DimensionResult", "ReportContext", "Report Pipeline Skeleton", "derived_features"]
+---
+
+# Q: How do the four Stage Protocol stages fill DimensionResult?
+
+## Answer
+
+Expanded via vocab: [stage, protocol, assemble, vision, diagnosis, copy, validation, dimension, result, pipeline, skeleton, context, provider, fallback, rule]. Report Pipeline Skeleton references assemble_stages which wires VisionStage, DiagnosisStage, CopyStage, ValidationStage; all four implement Stage Protocol and share ReportContext. VisionStage writes derived_features via VisionProvider. DiagnosisStage fills DimensionResult using DIMENSIONS 32-Spec Dictionary, evaluate RuleVerdict, and kb_color Palette. CopyStage reads ReportContext and DimensionResult then hands to ValidationStage. ValidationStage checks PEJORATIVE_TERMS and can use Rule-Direct Fallback Copy. ReportResultPage consumes DimensionResult and fallback copy. Path VisionStage to DimensionResult is 3 hops via assemble_stages and DiagnosisStage.
+
+## Outcome
+
+- Signal: useful
+
+## Source Nodes
+
+- Stage Protocol
+- assemble_stages
+- VisionStage
+- DiagnosisStage
+- CopyStage
+- ValidationStage
+- DimensionResult
+- ReportContext
+- Report Pipeline Skeleton
+- derived_features