android-elite-review
CommunityDeep Android audit for security, UX, and ML
Software Engineering#static analysis#code review#security audit#android#tflite#ux review#cloudflare worker
Authorlweiss01
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Provide a coordinated, multi-expert audit for Android news-aggregation apps that uncovers correctness, architecture, performance, security, UX, UI, and edge-ML risks so teams can make informed release decisions and remediation plans.
Core Features & Use Cases
- Multi-expert workflow: Combines elite Android engineering, security, UX, UI, and domain (news + edge ML) perspectives into a single structured review.
- Evidence-first findings: Demands file:line citations, confidence levels, severity (S0-S3), and concrete fixes with validation steps.
- Repo-aware checks: Loads repository standards, runs a static audit script, maps data flows (ingestion → clustering → UI), and evaluates Cloudflare Worker + TensorFlow Lite integration and operational readiness.
- Deliverables: Executive summary, weighted readiness score, prioritized findings, cross-cutting risks, quick wins, strategic investments, and open questions.
Quick Start
Review the repository for Android architecture, security, UX/UI, Cloudflare Worker API contracts, and TensorFlow Lite embedding lifecycle and produce a prioritized, evidence-backed release readiness report.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: android-elite-review Download link: https://github.com/lweiss01/news-thread/archive/main.zip#android-elite-review Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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