meida/graphify-out/GRAPH_REPORT.md

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.