# intellectdaksh/inkloom-ai-codetitans-2026 architecture > Architecture diagram of the GitHub repository intellectdaksh/inkloom-ai-codetitans-2026, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-11-12). It is an AI-made overview: check details against the source. - Interactive diagram: https://gitdiagram.com/intellectdaksh/inkloom-ai-codetitans-2026 - Repository: https://github.com/intellectdaksh/inkloom-ai-codetitans-2026 ## Overview AdSnitch is a pre-publication brand-governance application: creators submit campaign copy, receive evidence-linked compliance findings and suggested edits, and high-risk drafts can enter reviewer approval. Its central runtime is a submission API coordinating persistence and a six-stage analysis pipeline. The README documents additional capabilities including claims management, cascade re-review, disputes, analytics, and team governance. Relationships among unsampled feature pages and endpoints are not asserted unless documented; the cited source excerpts show the submission orchestration and pipeline dependencies. Main entry points: [`src/lib/ai/pipeline.ts`](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/pipeline.ts) (Governance Pipeline), [`src/app/api/submissions/route.ts`](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/submissions/route.ts) (Submission API), [`src/lib/db/store.ts`](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/db/store.ts) (Tenant Data Store), [`src/app/page.tsx`](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/page.tsx) (Audit Workbench) ## Diagram (Mermaid) ```mermaid flowchart TD subgraph group_experience["Creator and Reviewer Experience"] node_workbench["Audit Workbench
[page.tsx]"] node_submission_views["Submission Views
[page.tsx]"] node_diff_viewer["Surgical Diff Viewer
[DiffViewer.tsx]"] end subgraph group_workflow["Submission and Review"] node_submission_api["Submission API
[route.ts]"] node_findings_api["Finding Management
[route.ts]"] node_approvals["Approval Queue
[page.tsx]"] node_approval_api["Approval Actions
[route.ts]"] node_notifications["Notifications
[route.ts]"] end subgraph group_analysis["Compliance Analysis"] node_pipeline["Governance Pipeline
[pipeline.ts]"] node_segmentation["Content Segmentation
[pipeline.ts]"] node_rule_engine["Deterministic Rules
[rules.ts]"] node_retrieval["Scoped Knowledge Retrieval
[retrieval.ts]"] node_context_analysis["Contextual AI Analysis
[gemini.ts]"] end subgraph group_governance["Brand Governance"] node_claims_library["Claims Library
[page.tsx]"] node_guidelines["Guidelines and Terminology
[page.tsx]"] node_cascade["Cascade Re-review
[route.ts]"] node_disputes["Finding Disputes
[route.ts]"] node_analytics["Governance Analytics
[page.tsx]"] end subgraph group_persistence["Persistence"] node_tenant_store[("Tenant Data Store
[store.ts]")] end node_creator(("Creator or Reviewer")) node_creator -->|"submits copy"| node_workbench node_workbench -.->|"starts audit"| node_submission_api node_submission_api -->|"creates submission"| node_tenant_store node_submission_api -->|"runs analysis"| node_pipeline node_submission_api -->|"records findings"| node_tenant_store node_pipeline -->|"segments content"| node_segmentation node_pipeline -->|"checks rules"| node_rule_engine node_pipeline -->|"retrieves context"| node_retrieval node_pipeline -->|"analyzes context"| node_context_analysis node_retrieval -.->|"loads tenant knowledge"| node_tenant_store node_pipeline -->|"routes high risk"| node_approvals node_submission_views -.->|"shows revisions"| node_diff_viewer node_creator -->|"manages claims"| node_claims_library node_claims_library -->|"triggers re-review"| node_cascade node_creator -->|"contests findings"| node_disputes node_approvals -.->|"submits decision"| node_approval_api node_approval_api -->|"records decision"| node_tenant_store node_creator -->|"reviews brand rules"| node_guidelines node_creator -->|"reviews performance"| node_analytics node_submission_api -->|"records audit event"| node_tenant_store click node_workbench "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/page.tsx" click node_submission_views "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/submissions/%5Bid%5D/page.tsx" click node_diff_viewer "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/components/ui/DiffViewer.tsx" click node_submission_api "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/submissions/route.ts" click node_findings_api "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/submissions/%5Bid%5D/findings/route.ts" click node_approvals "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/approvals/page.tsx" click node_approval_api "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/approvals/route.ts" click node_pipeline "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/pipeline.ts" click node_segmentation "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/pipeline.ts" click node_rule_engine "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/rules.ts" click node_retrieval "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/retrieval.ts" click node_context_analysis "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/gemini.ts" click node_claims_library "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/knowledge-base/claims/page.tsx" click node_guidelines "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/knowledge-base/guidelines/page.tsx" click node_cascade "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/claims/%5Bid%5D/cascade/route.ts" click node_disputes "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/submissions/%5Bid%5D/findings/route.ts" click node_analytics "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/analytics/page.tsx" click node_tenant_store "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/db/store.ts" click node_notifications "https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/notifications/route.ts" classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554 classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337 classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81 classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a class node_workbench,node_submission_views,node_diff_viewer,node_creator toneBlue class node_submission_api,node_findings_api,node_approvals,node_approval_api,node_notifications toneAmber class node_pipeline,node_segmentation,node_rule_engine,node_retrieval,node_context_analysis toneMint class node_claims_library,node_guidelines,node_cascade,node_disputes,node_analytics toneRose class node_tenant_store toneIndigo ``` ## Components ### Creator and Reviewer Experience - [Audit Workbench](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/page.tsx): `src/app/page.tsx` - [Submission Views](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/submissions/%5Bid%5D/page.tsx): `src/app/submissions/[id]/page.tsx` - [Surgical Diff Viewer](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/components/ui/DiffViewer.tsx): `src/components/ui/DiffViewer.tsx` ### Submission and Review - [Submission API](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/submissions/route.ts): `src/app/api/submissions/route.ts` - [Finding Management](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/submissions/%5Bid%5D/findings/route.ts): `src/app/api/submissions/[id]/findings/route.ts` - [Approval Queue](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/approvals/page.tsx): `src/app/approvals/page.tsx` - [Approval Actions](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/approvals/route.ts): `src/app/api/approvals/route.ts` - [Notifications](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/notifications/route.ts): `src/app/api/notifications/route.ts` ### Compliance Analysis - [Governance Pipeline](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/pipeline.ts): `src/lib/ai/pipeline.ts` - [Content Segmentation](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/pipeline.ts): `src/lib/ai/pipeline.ts` - [Deterministic Rules](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/rules.ts): `src/lib/ai/rules.ts` - [Scoped Knowledge Retrieval](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/retrieval.ts): `src/lib/ai/retrieval.ts` - [Contextual AI Analysis](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/ai/gemini.ts): `src/lib/ai/gemini.ts` ### Brand Governance - [Claims Library](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/knowledge-base/claims/page.tsx): `src/app/knowledge-base/claims/page.tsx` - [Guidelines and Terminology](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/knowledge-base/guidelines/page.tsx): `src/app/knowledge-base/guidelines/page.tsx` - [Cascade Re-review](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/claims/%5Bid%5D/cascade/route.ts): `src/app/api/claims/[id]/cascade/route.ts` - [Finding Disputes](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/api/submissions/%5Bid%5D/findings/route.ts): `src/app/api/submissions/[id]/findings/route.ts` - [Governance Analytics](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/app/analytics/page.tsx): `src/app/analytics/page.tsx` ### Persistence - [Tenant Data Store](https://github.com/intellectdaksh/inkloom-ai-codetitans-2026/blob/main/src/lib/db/store.ts): `src/lib/db/store.ts` ### Other components - **Creator or Reviewer** ## Connections - Creator or Reviewer → Audit Workbench: submits copy - Audit Workbench → Submission API: starts audit - Submission API → Tenant Data Store: creates submission (evidence: `src/app/api/submissions/route.ts`) - Submission API → Governance Pipeline: runs analysis (evidence: `src/app/api/submissions/route.ts`) - Submission API → Tenant Data Store: records findings (evidence: `src/app/api/submissions/route.ts`) - Governance Pipeline → Content Segmentation: segments content (evidence: `src/lib/ai/pipeline.ts`) - Governance Pipeline → Deterministic Rules: checks rules (evidence: `src/lib/ai/pipeline.ts`) - Governance Pipeline → Scoped Knowledge Retrieval: retrieves context (evidence: `src/lib/ai/pipeline.ts`) - Governance Pipeline → Contextual AI Analysis: analyzes context (evidence: `src/lib/ai/pipeline.ts`) - Scoped Knowledge Retrieval → Tenant Data Store: loads tenant knowledge - Governance Pipeline → Approval Queue: routes high risk - Submission Views → Surgical Diff Viewer: shows revisions - Creator or Reviewer → Claims Library: manages claims - Claims Library → Cascade Re-review: triggers re-review - Creator or Reviewer → Finding Disputes: contests findings - Approval Queue → Approval Actions: submits decision - Approval Actions → Tenant Data Store: records decision (evidence: `src/app/api/approvals/route.ts`) - Creator or Reviewer → Guidelines and Terminology: reviews brand rules - Creator or Reviewer → Governance Analytics: reviews performance - Submission API → Tenant Data Store: records audit event (evidence: `src/app/api/submissions/route.ts`)