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Chapters 2-5 content enrichment

React Flow explorations, diagrams, visual assets for chapters 2-5. 10 issues backlog.

Real-time intelligence layer over Paperclip AI

Next.js 15 app at dash.srinivaskotha.uk. S1 Foundation in progress — repo scaffolded, DB schema live.

Skill ecosystem + Postgres memory validation

S0 and S1 complete — 5 skills installed, claude_memory schema live. S2 validates skill quality gates and memory read/write.

Senior Full Stack + AI/LLM — Phase 3

Target: Senior Full Stack + AI/LLM, Dallas or Remote. Phases 1-2 complete (resume, LinkedIn). Next: first 10 applications.

Phase 4 Observe — 32 agents active

Phases 0-3 complete + grill fixes shipped. 32 agents wakeOnDemand, 4 goals active. CEO dashboard + agent heartbeats running.

# Architecture Summary: Portfolio ## Corpus Check - Corpus is ~27,791 words - fits in a single context window. You may not need a graph. ## Summary - 88 nodes · 49 edges · 39 communities detected - Extraction: 100% EXTRACTED · 0% INFERRED · 0% AMBIGUOUS - Token cost: 0 input · 0 output ## Core Abstractions (God Nodes) 1. `AnalyticsService` - 8 edges 2. `ErrorBoundary` - 4 edges 3. `MockIntersectionObserver` - 4 edges ## Community Structure (top 5) ### Community 0 - "Community 0" Cohesion: 0.22 Nodes (1): AnalyticsService ### Community 2 - "Community 2" Cohesion: 0.4 Nodes (1): ErrorBoundary ### Community 3 - "Community 3" Cohesion: 0.4 Nodes (1): MockIntersectionObserver ## Knowledge Gaps - **Thin community `Community 9`** (2 nodes): `NotFoundPage.tsx`, `NotFoundPage()` Too small to be a meaningful cluster - may be noise or needs more connections extracted. - **Thin community `Community 10`** (2 nodes): `HomePage.tsx`, `HomePage()` ## Suggested Questions _Not enough signal to generate questions. This usually means the corpus has no AMBIGUOUS edges, no bridge nodes, no INFERRED relationships, and all communities are tightly cohesive. Add more files or run with --mode deep to extract richer edges._

Complete UX redesign — 10 sprints

Full frontend redesign starting from scratch. Research → design system → nav → cards → player → pages. 38 issues created.