Smart Lens Routing

Route every video to the right review lens.

OmniWise Lab should not show the same generic buttons for every video. It should detect the content type, recommend the right lens, and rename the visible action buttons to match the user's actual task.

Example detected type

Sermon / Church Teaching

Detected from title, channel, transcript, and keywords such as church, worship, sermon, Bible, pastor, prayer, 설교, 예배, 목사, 성경.

Safety language

OmniWise Lab can make mistakes.

Check important information. Results are not final professional judgments. Medical, legal, financial, theological, and regulatory claims should be checked against primary sources and qualified experts.

Routing logic

Three layers of detection

Use YouTube metadata as a starting signal, then classify with title/channel/description, then refine once captions and comments are collected.

  1. Metadata signalsTitle, channel, thumbnail, category, topic, description, upload context.
  2. Transcript signalsKeywords, claims, topic domain, risk type, teaching format, evidence density.
  3. Audience signalsQuestions, objections, praise, confusion, criticism, and repeated comment themes.

Video type → recommended button names

The internal engines can stay simple. The visible button labels should be specific to the detected video type.

OmniWise Lab v0.8.9
Faith / Sermon / Theology

Sermon Audit

Use for sermons, worship services, church teaching, testimony, devotionals, and theological claims.

Biblical AlignmentDoctrinal ReviewComment Response
Detection signals

sermon, church, worship, Bible, pastor, testimony, prayer, gospel, 설교, 예배, 목사, 교회, 말씀, 성경, 간증

Internal engine: theological_audit
Bible Study / Theology Lecture

Doctrinal Review

Review doctrinal accuracy and convert teaching into study-ready notes.

Scripture CheckLearning SummaryStudy Notes
Detection signals

Bible study, doctrine, theology, exegesis, hermeneutics, 성경공부, 교리, 신학, 주해

Internal engine: theological_audit + core_summary
Testimony / Faith Story

Testimony Review

Separate personal experience from theological claim and pastoral application.

Pastoral ReflectionBiblical DiscernmentComment Analysis
Detection signals

testimony, conversion, faith story, miracle, 간증, 신앙고백, 은혜, 회심

Internal engine: theological_audit + comment_analysis
Health / Medical / Disease

Health Claim Check

Medical and health claims require cautious verification against primary medical sources.

Medical Risk FlagsEvidence MapViewer Caution
Detection signals

health, disease, diabetes, cancer, medicine, drug, 치료, 당뇨, 암, 의학, 건강, 약

Internal engine: fact_check
Korean Medicine / Herbs / Supplements

Medical Claim Review

Health-product and supplement claims need safety, evidence, and claim-strength review.

Safety CheckEvidence MapClaim Analysis
Detection signals

herb, supplement, Korean medicine, 한의학, 한약, 약초, 영양제, 건강기능식품

Internal engine: fact_check + claim_analysis
Finance / Investment / Crypto

Financial Claim Check

Finance videos can affect spending or investment decisions and need risk framing.

Risk ReviewEvidence CheckViewer Caution
Detection signals

stock, crypto, investment, money, 주식, 투자, 코인, 재테크, 수익률

Internal engine: fact_check
Real Estate / Tax / Insurance

Financial Risk Review

Mixes financial, legal, and practical decision risk.

Legal/Tax CheckClaim AnalysisCore Summary
Detection signals

real estate, tax, insurance, loan, 부동산, 세금, 보험, 대출

Internal engine: fact_check + core_summary
Legal / Policy / Regulation

Legal & Policy Review

Legal and regulatory claims require primary-source verification and jurisdiction awareness.

Compliance CheckSource MapFact Check Lens
Detection signals

law, policy, regulation, visa, FDA, IRS, 법률, 규제, 정책, 비자, 행정, 정부

Internal engine: fact_check
News / Politics / Public Affairs

News Claim Review

Use for claims, chronology, sourcing, framing, and public-impact issues.

Source CheckBias & FramingTimeline Review
Detection signals

news, breaking, election, policy, politics, 뉴스, 정치, 선거, 사건, 사회

Internal engine: fact_check + claim_analysis
Crime / Scandal / Investigation

Issue Analysis

Separate allegation, evidence, interpretation, and missing context.

Evidence ReviewClaim TimelineRisk Flags
Detection signals

crime, investigation, scandal, exposed, 사건, 범죄, 논란, 고발, 폭로

Internal engine: claim_analysis + fact_check
School Lecture / General Education

Learning Summary

Turn lecture material into organized notes and learning aids.

Key ConceptsStudy NotesQuiz Builder
Detection signals

lecture, class, lesson, course, study, 강의, 수업, 학습, 개념, 설명

Internal engine: core_summary + learning_notes
Math / Science / Coding / Technical

Concept Breakdown

Focus on concepts, process, definitions, and steps.

Step-by-Step ReviewLearning NotesCore Summary
Detection signals

math, science, physics, coding, software, 수학, 과학, 코딩, 기술, 프로그래밍

Internal engine: core_summary + learning_notes
Language Learning

Language Learning Notes

Convert content into language-learning material and practice prompts.

Vocabulary ExtractorPractice ScriptCore Summary
Detection signals

English, pronunciation, grammar, vocabulary, 영어, 발음, 문법, 단어, 회화

Internal engine: learning_notes + core_summary
Product Review / Tutorial

Product Claim Review

Summarize use-case value and check marketing/product claims.

Pros & ConsBuyer CautionSummary
Detection signals

review, unboxing, tutorial, comparison, product, 리뷰, 사용법, 비교, 추천, 언박싱

Internal engine: core_summary + fact_check
Shopping / Sponsored / Marketing

Buyer Claim Check

Identify promotional framing and claims that influence purchase decisions.

Marketing Claim ReviewRisk FlagsDecision Summary
Detection signals

deal, sale, best, sponsored, affiliate, 광고, 협찬, 추천, 구매, 할인

Internal engine: fact_check + claim_analysis
Interview / Debate / Conversation

Conversation Analysis

Map positions, agreements, disagreements, and important claims.

Argument MapKey ClaimsCore Summary
Detection signals

interview, debate, conversation, podcast, 인터뷰, 대담, 토론, 팟캐스트

Internal engine: claim_analysis + core_summary
Vlog / Lifestyle / Practical Tips

Practical Summary

Extract practical takeaways without overcomplicating the review.

Tips ExtractorComment ResponseCore Summary
Detection signals

vlog, lifestyle, travel, routine, 브이로그, 여행, 생활정보, 루틴

Internal engine: core_summary
Comment-Heavy / Q&A / Reaction

Comment Analysis

Focus on the audience response and follow-up opportunities.

Audience SentimentViewer QuestionsFollow-up Ideas
Detection signals

comments, Q&A, viewer reaction, 댓글, 반응, 질문, 이벤트

Internal engine: comment_analysis

Routing matrix

Compact implementation reference for the extension and the website.

Detected video typePrimary buttonSupporting buttonsInternal engine
Faith / Sermon / TheologySermon AuditBiblical Alignment, Doctrinal Review, Comment Responsetheological_audit
Bible Study / Theology LectureDoctrinal ReviewScripture Check, Learning Summary, Study Notestheological_audit + core_summary
Testimony / Faith StoryTestimony ReviewPastoral Reflection, Biblical Discernment, Comment Analysistheological_audit + comment_analysis
Health / Medical / DiseaseHealth Claim CheckMedical Risk Flags, Evidence Map, Viewer Cautionfact_check
Korean Medicine / Herbs / SupplementsMedical Claim ReviewSafety Check, Evidence Map, Claim Analysisfact_check + claim_analysis
Finance / Investment / CryptoFinancial Claim CheckRisk Review, Evidence Check, Viewer Cautionfact_check
Real Estate / Tax / InsuranceFinancial Risk ReviewLegal/Tax Check, Claim Analysis, Core Summaryfact_check + core_summary
Legal / Policy / RegulationLegal & Policy ReviewCompliance Check, Source Map, Fact Check Lensfact_check
News / Politics / Public AffairsNews Claim ReviewSource Check, Bias & Framing, Timeline Reviewfact_check + claim_analysis
Crime / Scandal / InvestigationIssue AnalysisEvidence Review, Claim Timeline, Risk Flagsclaim_analysis + fact_check
School Lecture / General EducationLearning SummaryKey Concepts, Study Notes, Quiz Buildercore_summary + learning_notes
Math / Science / Coding / TechnicalConcept BreakdownStep-by-Step Review, Learning Notes, Core Summarycore_summary + learning_notes
Language LearningLanguage Learning NotesVocabulary Extractor, Practice Script, Core Summarylearning_notes + core_summary
Product Review / TutorialProduct Claim ReviewPros & Cons, Buyer Caution, Summarycore_summary + fact_check
Shopping / Sponsored / MarketingBuyer Claim CheckMarketing Claim Review, Risk Flags, Decision Summaryfact_check + claim_analysis
Interview / Debate / ConversationConversation AnalysisArgument Map, Key Claims, Core Summaryclaim_analysis + core_summary
Vlog / Lifestyle / Practical TipsPractical SummaryTips Extractor, Comment Response, Core Summarycore_summary
Comment-Heavy / Q&A / ReactionComment AnalysisAudience Sentiment, Viewer Questions, Follow-up Ideascomment_analysis

Implementation plan

v0.6.1 Extension

Detect type locally from YouTube title, channel, transcript, and comments. Highlight recommended buttons inside the right-side panel.

v0.8.3 Website

Receive transcript/comment/screenshot packages from the extension and run Smart Lens reports on the website workspace.

Safety defaults

Medical, legal, financial, theological, and regulatory claims must show a stronger verification warning.