pre-agent: Fix mobile responsiveness and conversion across pa
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# Graph Report - 2e709500-79ab-403f-9ca0-3f027ac9f36e (2026-06-17)
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## Corpus Check
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- 57 files · ~323,606 words
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- 58 files · ~324,818 words
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- Verdict: corpus is large enough that graph structure adds value.
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## Summary
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- 522 nodes · 567 edges · 93 communities (86 shown, 7 thin omitted)
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- 536 nodes · 580 edges · 94 communities (87 shown, 7 thin omitted)
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- Extraction: 99% EXTRACTED · 1% INFERRED · 0% AMBIGUOUS · INFERRED: 4 edges (avg confidence: 0.8)
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- Token cost: 0 input · 0 output
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@@ -23,9 +23,9 @@
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- [[_COMMUNITY_Community 5|Community 5]]
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- [[_COMMUNITY_Community 6|Community 6]]
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- [[_COMMUNITY_Community 7|Community 7]]
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- [[_COMMUNITY_Community 9|Community 9]]
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- [[_COMMUNITY_Community 8|Community 8]]
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- [[_COMMUNITY_Community 10|Community 10]]
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- [[_COMMUNITY_Community 12|Community 12]]
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- [[_COMMUNITY_Community 11|Community 11]]
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- [[_COMMUNITY_Community 13|Community 13]]
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- [[_COMMUNITY_Community 14|Community 14]]
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- [[_COMMUNITY_Community 15|Community 15]]
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@@ -49,7 +49,8 @@
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- [[_COMMUNITY_Community 33|Community 33]]
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- [[_COMMUNITY_Community 34|Community 34]]
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- [[_COMMUNITY_Community 35|Community 35]]
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- [[_COMMUNITY_Community 40|Community 40]]
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- [[_COMMUNITY_Community 36|Community 36]]
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- [[_COMMUNITY_Community 41|Community 41]]
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## God Nodes (most connected - your core abstractions)
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1. `Performance Testing Scripts` - 12 edges
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@@ -73,7 +74,7 @@
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- `POST()` --calls--> `logApiRequest()` [INFERRED]
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src/pages/api/newsletter.ts → src/utils/logger.ts
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## Communities (93 total, 7 thin omitted)
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## Communities (94 total, 7 thin omitted)
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### Community 0 - "Community 0"
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Cohesion: 0.05
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@@ -105,90 +106,94 @@ Nodes (15): 1. Modular Monolith Over Premature Microservices, 2. Role-Based Acce
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### Community 7 - "Community 7"
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Cohesion: 0.14
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Nodes (13): 1. Multi-District Deployment Complexity, 2. Security and Compliance, 3. Reliability Under Constraint, Architecture Decisions That Paid Off, code:java (@Configuration), code:java (@Service), code:java (@Component), code:yaml (# District-specific feature configuration) (+5 more)
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Nodes (13): 1. Database-per-district with central aggregation, 2. Offline-first for field-critical modules, 3. Audit logging baked into the data layer, Building something similar?, code:yaml (# Per-district deployment descriptor), code:java (@Scheduled(fixedDelay = 300_000) // every 5 minutes), code:yaml (features:), The Architecture We Committed To (+5 more)
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### Community 9 - "Community 9"
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Cohesion: 0.17
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Nodes (11): 1. Customer Service Automation, 2. Predictive Analytics, 3. Process Automation, 4. Intelligent Document Processing, code:python (from transformers import pipeline), code:python (import pandas as pd), code:python (# Example: Extracting structured data from forms), Implementation Considerations (+3 more)
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### Community 8 - "Community 8"
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Cohesion: 0.14
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Nodes (13): 1. Multi-District Deployment Complexity, 2. Security and Compliance, 3. Reliability Under Constraint, Architecture Decisions That Paid Off, code:java (@Configuration), code:java (@Service), code:java (@Component), code:yaml (# District-specific feature configuration) (+5 more)
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### Community 10 - "Community 10"
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Cohesion: 0.17
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Nodes (11): 1. Customer Service Automation, 2. Predictive Analytics, 3. Process Automation, 4. Intelligent Document Processing, code:python (from transformers import pipeline), code:python (import pandas as pd), code:python (# Example: Extracting structured data from forms), Implementation Considerations (+3 more)
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### Community 11 - "Community 11"
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Cohesion: 0.17
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Nodes (11): Code Example, code:astro (---), code:javascript (// Traditional SPA: Everything loads upfront), code:typescript (// src/content/config.ts), code:bash (npm create astro@latest), Content Collections: Type-Safe Content, Getting Started, How Astro Differs from Traditional Frameworks (+3 more)
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### Community 13 - "Community 13"
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### Community 14 - "Community 14"
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Cohesion: 0.18
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Nodes (10): code:hcl (# Define AWS EC2 instance), code:dockerfile (# Multi-stage build for a Go application), code:yaml (# AWS Cost allocation tags), Common Pitfalls, Conclusion, Containerization as a Migration Strategy, Cost Optimization Strategies, Infrastructure as Code (+2 more)
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### Community 17 - "Community 17"
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### Community 18 - "Community 18"
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Cohesion: 0.43
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Nodes (6): trackCaseStudyView(), trackEvent(), trackExternalLink(), trackFormSubmit(), trackNewsletterSignup(), trackPortfolioFilter()
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### Community 18 - "Community 18"
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### Community 19 - "Community 19"
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Cohesion: 0.36
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Nodes (7): extract_scores(), get_issues(), main(), Run Lighthouse audit on a URL, Extract key scores from Lighthouse data, Extract issues from Lighthouse audit, run_lighthouse()
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### Community 19 - "Community 19"
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### Community 20 - "Community 20"
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Cohesion: 0.46
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Nodes (7): captureScreenshot(), ensureDir(), generateIndex(), main(), screenshotPath(), setTheme(), waitForPageReady()
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### Community 20 - "Community 20"
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### Community 21 - "Community 21"
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Cohesion: 0.36
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Nodes (4): deleteFromDB(), getAllFromDB(), openDB(), processSyncQueue()
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### Community 21 - "Community 21"
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### Community 22 - "Community 22"
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Cohesion: 0.46
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Nodes (7): checkRateLimit(), corsHeaders(), escapeHtml(), OPTIONS(), POST(), sendContactEmail(), validateContactForm()
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### Community 22 - "Community 22"
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### Community 23 - "Community 23"
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Cohesion: 0.43
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Nodes (6): trackCaseStudyView(), trackEvent(), trackExternalLink(), trackFormSubmit(), trackNewsletterSignup(), trackPortfolioFilter()
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### Community 23 - "Community 23"
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### Community 24 - "Community 24"
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Cohesion: 0.36
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Nodes (7): extract_scores(), get_issues(), main(), Run Lighthouse audit on a URL, Extract key scores from Lighthouse data, Extract issues from Lighthouse audit, run_lighthouse()
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### Community 24 - "Community 24"
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### Community 25 - "Community 25"
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Cohesion: 0.46
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Nodes (7): captureScreenshot(), ensureDir(), generateIndex(), main(), screenshotPath(), setTheme(), waitForPageReady()
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### Community 25 - "Community 25"
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### Community 26 - "Community 26"
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Cohesion: 0.36
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Nodes (4): deleteFromDB(), getAllFromDB(), openDB(), processSyncQueue()
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### Community 26 - "Community 26"
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Cohesion: 0.48
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Nodes (5): initAllAnimations(), initButtonRipple(), initCounters(), initProgressBars(), initScrollReveal()
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### Community 27 - "Community 27"
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Cohesion: 0.48
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Nodes (5): extractJsonLd(), main(), validateOpenGraph(), validatePage(), validateTwitterCard()
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Nodes (5): initAllAnimations(), initButtonRipple(), initCounters(), initProgressBars(), initScrollReveal()
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### Community 28 - "Community 28"
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Cohesion: 0.48
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Nodes (5): initAllAnimations(), initButtonRipple(), initCounters(), initProgressBars(), initScrollReveal()
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Nodes (5): extractJsonLd(), main(), validateOpenGraph(), validatePage(), validateTwitterCard()
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### Community 29 - "Community 29"
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Cohesion: 0.48
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Nodes (5): extractJsonLd(), main(), validateOpenGraph(), validatePage(), validateTwitterCard()
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Nodes (5): initAllAnimations(), initButtonRipple(), initCounters(), initProgressBars(), initScrollReveal()
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### Community 30 - "Community 30"
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Cohesion: 0.48
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Nodes (5): extractJsonLd(), main(), validateOpenGraph(), validatePage(), validateTwitterCard()
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### Community 31 - "Community 31"
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Cohesion: 0.47
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Nodes (5): main(), measure_response_time(), print_stats(), Measure response time for a URL over multiple iterations, Print statistics for response times
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### Community 32 - "Community 32"
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### Community 33 - "Community 33"
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Cohesion: 0.47
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Nodes (5): main(), measure_response_time(), print_stats(), Measure response time for a URL over multiple iterations, Print statistics for response times
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### Community 34 - "Community 34"
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Cohesion: 0.6
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Nodes (3): formatUptime(), GET(), percentile()
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### Community 35 - "Community 35"
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Cohesion: 0.6
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Nodes (3): formatUptime(), GET(), percentile()
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### Community 36 - "Community 36"
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Cohesion: 0.6
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Nodes (3): formatUptime(), GET(), percentile()
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## Knowledge Gaps
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- **111 isolated node(s):** `Run Lighthouse audit on a URL`, `Extract key scores from Lighthouse data`, `Extract issues from Lighthouse audit`, `Measure response time for a URL over multiple iterations`, `Print statistics for response times` (+106 more)
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- **120 isolated node(s):** `Run Lighthouse audit on a URL`, `Extract key scores from Lighthouse data`, `Extract issues from Lighthouse audit`, `Measure response time for a URL over multiple iterations`, `Print statistics for response times` (+115 more)
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These have ≤1 connection - possible missing edges or undocumented components.
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- **7 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
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@@ -198,7 +203,7 @@ _Questions this graph is uniquely positioned to answer:_
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- **Are the 2 inferred relationships involving `captureException()` (e.g. with `sendContactEmail()` and `subscribeToNewsletter()`) actually correct?**
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_`captureException()` has 2 INFERRED edges - model-reasoned connections that need verification._
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- **What connects `Run Lighthouse audit on a URL`, `Extract key scores from Lighthouse data`, `Extract issues from Lighthouse audit` to the rest of the system?**
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_111 weakly-connected nodes found - possible documentation gaps or missing edges._
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_120 weakly-connected nodes found - possible documentation gaps or missing edges._
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- **Should `Community 0` be split into smaller, more focused modules?**
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_Cohesion score 0.05 - nodes in this community are weakly interconnected._
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- **Should `Community 1` be split into smaller, more focused modules?**
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