Rare find

Content Forensics. Analyze what makes a YouTuber's videos work, then write posts about it.

github.com/lennoxsaint/ai-content-forensics

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Vaya's read on this project

Problem, audience, market, and the verdict — sign in to see it.

Updates

April 2026

perf(vision_analyze): default to gemini-2.5-flash-lite (~5x faster th… Apr 26
fix(vision_analyze): escape JSON braces in prompt template — was kill… Apr 26
feat: per-video full-axis analysis, rate-limit handling, thumbnail vi… Apr 25
Update SKILL.md: add Threads creator as analysis target Apr 20
Update output_structure.md with Threads pathway conditionals Apr 20
Add phase1_threads_research.md reference Apr 20
Update user_config.md to support target_platform and target_handle Apr 20
Canonicalize Threadify URLs to https://www.threadify.app/plans Apr 20
fix: update broken Threadify links to use www subdomain Apr 8

March 2026

Add phase4_publish.md reference Mar 25
Add phase3_visuals.md reference Mar 25
Add phase2_thread.md reference Mar 25
Add phase1_research.md reference Mar 25
Add output_structure.md reference Mar 25
Add user_config.md reference Mar 25
Add SKILL.md — main skill file Mar 25
Add README Mar 25
Add LICENSE Mar 25
Add CHANGELOG Mar 25
Add .gitignore Mar 25