pre-agent: Add WhatsApp FAB and Sticky Mobile CTA Bar
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platform-mcp
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/home/agent/ai-agent/backend/workspace/2e709500-79ab-403f-9ca0-3f027ac9f36e
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# Graph Report - /home/agent/ai-agent/backend/workspace/73f46153-e8cc-447a-82ad-2eeefa00689f (2026-04-14)
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# Graph Report - 2e709500-79ab-403f-9ca0-3f027ac9f36e (2026-06-17)
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## Corpus Check
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- 43 files · ~211,373 words
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- 56 files · ~324,046 words
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- Verdict: corpus is large enough that graph structure adds value.
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## Summary
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- 163 nodes · 187 edges · 42 communities detected
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- Extraction: 100% EXTRACTED · 0% INFERRED · 0% AMBIGUOUS
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- 518 nodes · 563 edges · 91 communities (84 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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## Graph Freshness
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- Built from commit: `41a21312`
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- Run `git rev-parse HEAD` and compare to check if the graph is stale.
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- Run `graphify update .` after code changes (no API cost).
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## Community Hubs (Navigation)
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- [[_COMMUNITY_Community 0|Community 0]]
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- [[_COMMUNITY_Community 1|Community 1]]
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- [[_COMMUNITY_Community 2|Community 2]]
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- [[_COMMUNITY_Community 3|Community 3]]
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- [[_COMMUNITY_Community 4|Community 4]]
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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 10|Community 10]]
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||||
- [[_COMMUNITY_Community 12|Community 12]]
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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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||||
- [[_COMMUNITY_Community 16|Community 16]]
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||||
- [[_COMMUNITY_Community 17|Community 17]]
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||||
- [[_COMMUNITY_Community 18|Community 18]]
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||||
- [[_COMMUNITY_Community 19|Community 19]]
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||||
- [[_COMMUNITY_Community 20|Community 20]]
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||||
- [[_COMMUNITY_Community 21|Community 21]]
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||||
- [[_COMMUNITY_Community 22|Community 22]]
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||||
- [[_COMMUNITY_Community 23|Community 23]]
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||||
- [[_COMMUNITY_Community 24|Community 24]]
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||||
- [[_COMMUNITY_Community 25|Community 25]]
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||||
- [[_COMMUNITY_Community 26|Community 26]]
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||||
- [[_COMMUNITY_Community 27|Community 27]]
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||||
- [[_COMMUNITY_Community 28|Community 28]]
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||||
- [[_COMMUNITY_Community 29|Community 29]]
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- [[_COMMUNITY_Community 30|Community 30]]
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||||
- [[_COMMUNITY_Community 31|Community 31]]
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||||
- [[_COMMUNITY_Community 32|Community 32]]
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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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## God Nodes (most connected - your core abstractions)
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1. `ContactPage` - 10 edges
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2. `NavigationPage` - 8 edges
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3. `main()` - 7 edges
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4. `trackEvent()` - 6 edges
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5. `captureException()` - 6 edges
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6. `captureMessage()` - 6 edges
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7. `POST()` - 5 edges
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8. `POST()` - 5 edges
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9. `initAllAnimations()` - 5 edges
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10. `log()` - 5 edges
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1. `Performance Testing Scripts` - 12 edges
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2. `captureException()` - 11 edges
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3. `ContactPage` - 10 edges
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4. `ContactPage` - 10 edges
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5. `Astro SSR Standalone Server` - 9 edges
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6. `Backup Scripts` - 9 edges
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7. `NavigationPage` - 8 edges
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8. `Changed - Domain Migration (2026-03-21)` - 8 edges
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9. `NavigationPage` - 8 edges
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10. `main()` - 7 edges
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## Surprising Connections (you probably didn't know these)
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- None detected - all connections are within the same source files.
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- `sendContactEmail()` --calls--> `captureException()` [INFERRED]
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src/pages/api/contact.ts → src/utils/sentry.ts
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- `POST()` --calls--> `logApiRequest()` [INFERRED]
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src/pages/api/contact.ts → src/utils/logger.ts
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- `subscribeToNewsletter()` --calls--> `captureException()` [INFERRED]
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src/pages/api/newsletter.ts → src/utils/sentry.ts
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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
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## Communities (91 total, 7 thin omitted)
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### Community 0 - "Community 0"
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Cohesion: 0.17
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Nodes (0):
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Cohesion: 0.05
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Nodes (37): Architecture, Astro SSR Standalone Server, Available Scripts, Build Failures, Build Process, code:bash (npm install), code:dockerfile (FROM node:18-alpine), code:block11 (.) (+29 more)
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### Community 1 - "Community 1"
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Cohesion: 0.22
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Nodes (1): ContactPage
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Cohesion: 0.05
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Nodes (37): 1. `performance_test.py`, 2. `quick-perf-check.sh`, 3. `lighthouse_audit.py`, Available Scripts, Basic Response Time, Best Practices, CI/CD Integration, code:bash (# Quick check (recommended)) (+29 more)
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### Community 2 - "Community 2"
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Cohesion: 0.56
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Nodes (8): captureException(), captureMessage(), generateEventId(), getEnvironment(), getRelease(), getSentryDsn(), parseDsn(), sendToSentry()
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Cohesion: 0.14
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Nodes (27): checkRateLimit(), corsHeaders(), escapeHtml(), OPTIONS(), POST(), sendContactEmail(), validateContactForm(), checkRateLimit() (+19 more)
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### Community 3 - "Community 3"
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Cohesion: 0.36
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Nodes (6): formatEntry(), getMinLevel(), log(), logApiRequest(), output(), shouldLog()
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Cohesion: 0.16
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Nodes (20): formatEntry(), getMinLevel(), log(), logApiRequest(), output(), shouldLog(), checkRateLimit(), corsHeaders() (+12 more)
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### Community 4 - "Community 4"
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Cohesion: 0.22
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Nodes (1): NavigationPage
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Cohesion: 0.09
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Nodes (22): [1.0.0] - Initial Release, Added, Added, API Routes, Changed, Changed - Domain Migration (2026-03-21), Changelog, Configuration (+14 more)
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### Community 5 - "Community 5"
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Cohesion: 0.46
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Nodes (7): checkRateLimit(), corsHeaders(), escapeHtml(), OPTIONS(), POST(), sendContactEmail(), validateContactForm()
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Cohesion: 0.09
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Nodes (21): Automation Setup, Available Commands, Backup fails, Backup Scripts, code:bash (# First-time setup), code:bash (# Edit crontab), code:powershell (# Daily backup), code:bash (# List available backups) (+13 more)
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### Community 6 - "Community 6"
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Cohesion: 0.12
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Nodes (15): 1. Modular Monolith Over Premature Microservices, 2. Role-Based Access Control (RBAC) from Day One, 3. Offline-Resilient Design, Architecture Decisions That Scale, Blue-Green Deployments, code:block1 (src/), code:typescript (// Example: Contextual data filtering), code:sql (-- Row-level tenant isolation) (+7 more)
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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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### 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 10 - "Community 10"
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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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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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Cohesion: 0.43
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Nodes (6): trackCaseStudyView(), trackEvent(), trackExternalLink(), trackFormSubmit(), trackNewsletterSignup(), trackPortfolioFilter()
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### Community 7 - "Community 7"
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### Community 18 - "Community 18"
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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 8 - "Community 8"
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### Community 19 - "Community 19"
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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 9 - "Community 9"
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### Community 20 - "Community 20"
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Cohesion: 0.36
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Nodes (4): deleteFromDB(), getAllFromDB(), openDB(), processSyncQueue()
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### Community 10 - "Community 10"
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Cohesion: 0.52
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Nodes (6): checkRateLimit(), corsHeaders(), OPTIONS(), POST(), subscribeToNewsletter(), validateEmail()
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### Community 21 - "Community 21"
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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 11 - "Community 11"
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### Community 22 - "Community 22"
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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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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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Cohesion: 0.46
|
||||
Nodes (7): captureScreenshot(), ensureDir(), generateIndex(), main(), screenshotPath(), setTheme(), waitForPageReady()
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### Community 25 - "Community 25"
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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
|
||||
Nodes (5): initAllAnimations(), initButtonRipple(), initCounters(), initProgressBars(), initScrollReveal()
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||||
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### Community 12 - "Community 12"
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||||
### Community 27 - "Community 27"
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||||
Cohesion: 0.48
|
||||
Nodes (5): extractJsonLd(), main(), validateOpenGraph(), validatePage(), validateTwitterCard()
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### Community 13 - "Community 13"
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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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### 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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### Community 30 - "Community 30"
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Cohesion: 0.47
|
||||
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 14 - "Community 14"
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||||
Cohesion: 0.4
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||||
Nodes (2): loadWithTheme(), setStoredTheme()
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### Community 32 - "Community 32"
|
||||
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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||||
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### Community 15 - "Community 15"
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||||
### Community 34 - "Community 34"
|
||||
Cohesion: 0.6
|
||||
Nodes (3): formatUptime(), GET(), percentile()
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### Community 16 - "Community 16"
|
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Cohesion: 0.5
|
||||
Nodes (0):
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### Community 17 - "Community 17"
|
||||
Cohesion: 0.5
|
||||
Nodes (0):
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### Community 18 - "Community 18"
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Cohesion: 1.0
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Nodes (0):
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### Community 19 - "Community 19"
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||||
Cohesion: 1.0
|
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Nodes (0):
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### Community 20 - "Community 20"
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Cohesion: 1.0
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Nodes (0):
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|
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### Community 21 - "Community 21"
|
||||
Cohesion: 1.0
|
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Nodes (0):
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|
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### Community 22 - "Community 22"
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Cohesion: 1.0
|
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Nodes (0):
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### Community 23 - "Community 23"
|
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Cohesion: 1.0
|
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Nodes (0):
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|
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### Community 24 - "Community 24"
|
||||
Cohesion: 1.0
|
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Nodes (0):
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|
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### Community 25 - "Community 25"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
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### Community 26 - "Community 26"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
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|
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### Community 27 - "Community 27"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
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|
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### Community 28 - "Community 28"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
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|
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### Community 29 - "Community 29"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
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### Community 30 - "Community 30"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
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|
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### Community 31 - "Community 31"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
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|
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### Community 32 - "Community 32"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
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### Community 33 - "Community 33"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
||||
### Community 34 - "Community 34"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
||||
### Community 35 - "Community 35"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
||||
### Community 36 - "Community 36"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
||||
### Community 37 - "Community 37"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
||||
### Community 38 - "Community 38"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
||||
### Community 39 - "Community 39"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
||||
### Community 40 - "Community 40"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
|
||||
### Community 41 - "Community 41"
|
||||
Cohesion: 1.0
|
||||
Nodes (0):
|
||||
Cohesion: 0.6
|
||||
Nodes (3): formatUptime(), GET(), percentile()
|
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|
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## Knowledge Gaps
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||||
- **5 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`
|
||||
- **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)
|
||||
These have ≤1 connection - possible missing edges or undocumented components.
|
||||
- **Thin community `Community 18`** (2 nodes): `sitemap.xml.ts`, `GET()`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 19`** (2 nodes): `sitemap-index.xml.ts`, `GET()`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 20`** (2 nodes): `health.json.ts`, `GET()`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 21`** (1 nodes): `playwright.config.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 22`** (1 nodes): `env.d.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 23`** (1 nodes): `config.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 24`** (1 nodes): `windows-tasks.ps1`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 25`** (1 nodes): `e2e-blog-navigation.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 26`** (1 nodes): `e2e-critical-paths.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 27`** (1 nodes): `navigation.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 28`** (1 nodes): `contact-form.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 29`** (1 nodes): `e2e-form-interactions.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 30`** (1 nodes): `destructive-chaos.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 31`** (1 nodes): `security-headers.test.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 32`** (1 nodes): `bug-fix-verification.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 33`** (1 nodes): `pages.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 34`** (1 nodes): `api-integration.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 35`** (1 nodes): `static-assets.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 36`** (1 nodes): `accessibility.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 37`** (1 nodes): `cross-browser.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 38`** (1 nodes): `newsletter-subscription.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 39`** (1 nodes): `portfolio.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 40`** (1 nodes): `blog.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **Thin community `Community 41`** (1 nodes): `e2e-smoke-suite.spec.ts`
|
||||
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
|
||||
- **7 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
|
||||
|
||||
## Suggested Questions
|
||||
_Questions this graph is uniquely positioned to answer:_
|
||||
|
||||
- **Are the 2 inferred relationships involving `captureException()` (e.g. with `sendContactEmail()` and `subscribeToNewsletter()`) actually correct?**
|
||||
_`captureException()` has 2 INFERRED edges - model-reasoned connections that need verification._
|
||||
- **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?**
|
||||
_5 weakly-connected nodes found - possible documentation gaps or missing edges._
|
||||
_111 weakly-connected nodes found - possible documentation gaps or missing edges._
|
||||
- **Should `Community 0` be split into smaller, more focused modules?**
|
||||
_Cohesion score 0.05 - nodes in this community are weakly interconnected._
|
||||
- **Should `Community 1` be split into smaller, more focused modules?**
|
||||
_Cohesion score 0.05 - nodes in this community are weakly interconnected._
|
||||
- **Should `Community 2` be split into smaller, more focused modules?**
|
||||
_Cohesion score 0.14 - nodes in this community are weakly interconnected._
|
||||
- **Should `Community 4` be split into smaller, more focused modules?**
|
||||
_Cohesion score 0.09 - nodes in this community are weakly interconnected._
|
||||
- **Should `Community 5` be split into smaller, more focused modules?**
|
||||
_Cohesion score 0.09 - nodes in this community are weakly interconnected._
|
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Vendored
+1
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+7734
-912
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Load Diff
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