0
System Overview
What is YouTube Radar?
YouTube Radar is a content intelligence and strategy platform for YouTube creators/channels. It monitors competitor channels, discovers content opportunities via AI analysis, manages an editorial strategy, and tracks portfolio balance against strategic goals.
Core Pipeline
The system operates on a multi-stage pipeline:
- Collection — Fetches latest videos from configured YouTube channels via YouTube Data API
- Enrichment — Processes and enriches video metadata (titles, views, engagement)
- Intelligence — LLM-powered analysis that detects content opportunities, gaps, and strategic signals
- Human Review — Opportunities are surfaced for human decision (approve/reject)
- Strategy Alignment — Approved opportunities are classified against the channel's content strategy
Tech Stack (Inferred)
- Frontend: Server-rendered HTML (dark theme, responsive), no SPA framework detected
- Backend: Python (likely FastAPI/Flask), runs on
/app/data - APIs: YouTube Data API (configured), LLM Provider (configured)
- Database: Local file-based (SQLite or similar, at
/app/data) - Auth: Email/password login with session management
- Hosting: Docker container behind Traefik proxy
7
Main Pages
17
YouTube Channels
1,710
Videos Tracked
104
Opportunities
10
Content Products
7
Identity Signals
1
Authentication (Login)
Login Page
Standard email/password authentication form. Title: "YouTube Radar — Login".
Form Elements
| Element | Type | Details |
|---|---|---|
| Email field | input[type=text] | Accepts email address |
| Password field | input[type=password] | Standard password input |
| Submit button | button | Label: "Entrar" (Portuguese) |
Behavior
- After successful login, redirects to Home page (
/) - Page title changes to "Home — YouTube Radar"
- User identity displayed in sidebar footer: "Rodrigo Castro" + "Sair" (logout)
Note: No "forgot password", "register", or OAuth options visible. Single-user or invite-only system.
Login page — clean dark theme, email + password form
2
Home / Dashboard (Radar Overview)
Dashboard Layout
The home page serves as a command center showing the current state of the entire radar system at a glance. Title: "Radar Overview".
Alert Banner (Top)
AWAITING YOUR REVIEW: 20
"3 candidates pending · 17 opportunities requiring strategy review — Review now"
"3 candidates pending · 17 opportunities requiring strategy review — Review now"
Yellow left-border highlight. Links to /opportunities. This is the primary call-to-action driving the user to review content opportunities.
Run Radar Section
| Field | Value (at capture) |
|---|---|
| Last Run ID | PRUN-20260810-060730-e6acec |
| Status | COMPLETED |
| Stats | 15/15 sources, 203 videos, 268 signals, 3 candidates |
| Action | Run Radar Now button (triggers confirmation modal) |
KPI Cards (Row 1 — Last Run)
SUCCESS
Last Run
20.4s
Duration
17
Sources (active channels)
1,710
Videos (total collected)
KPI Cards (Row 2 — Totals)
15
Channels Resolved (0 failed)
2,639
Videos Discovered
203
Videos Selected
0
Errors (0 warnings)
System Status Cards (Row 3)
CONFIGURED
YouTube API
READY
LLM Provider
FREE
Production Lock
"Run Radar Now" Modal
Clicking the button shows a confirmation dialog:
"This will run the Radar using the current active production source portfolio. It may generate new OpportunityCandidates. It will NOT automatically promote Candidates or run Strategy."
Buttons: Cancel | Confirm
Buttons: Cancel | Confirm
Home / Radar Overview — full dashboard with KPIs and system status
"Run Radar Now" confirmation modal — warns about candidate generation
3
Run History
Runs List Page
Shows a chronological table of all radar pipeline executions. URL: /runs
Table Columns
| Column | Description | Example Values |
|---|---|---|
| RUN ID | Unique identifier (UUID or PRUN-* format), clickable link to detail | 528fd708-3108-4d80-..., PRUN-20260810-060730-e6a... |
| STATUS | Color-coded badge | SUCCESS COMPLETED FAILED |
| STARTED | Timestamp (DD/MM/YYYY, HH:MM:SS) | 10/08/2026, 06:07:31 |
| DURATION | Execution time or dash | 20.4s, 18.6s, 21.6s, 16.5s, — |
| SOURCES | Channels processed (succeeded/total) | 15/15, 9/9, 0/0 |
| VIDEOS | Videos found in run | 203, 101, 0 |
| ERRORS | Error count | 0 |
Observed Data (9 runs total)
- Two run ID formats exist: UUID format (older runs) and PRUN-* format (pipeline runs)
- Runs appear in pairs: one UUID (SUCCESS with duration) + one PRUN-* (COMPLETED, no duration) — suggests a two-phase pipeline
- One FAILED run visible: PRUN-20260809-210437-44a... (0/0 sources, 0 videos)
- Duration range: 16.5s to 21.6s for successful runs
- Consistent 15/15 sources and 203 videos in recent runs; earlier runs show 9/9 and 101
Run History — table with 9 runs, showing SUCCESS/COMPLETED/FAILED statuses
3.1
Run Detail (Pipeline View)
Pipeline Run Detail
Each run has a detail page at /runs/{run_id}. Has a "Back to Runs" link at top.
Detail Sections
| Section | Fields | Example |
|---|---|---|
| OVERVIEW | Run ID, Status, Started, Finished, Duration | PRUN-20260810-060730-e6acec, COMPLETED, 10/08/2026 06:07:30 → 06:38:26 |
| STAGE TIMELINE | Pipeline stages with status and I/O counts | collection: COMPLETED (16 in, 203 out) enrichment: COMPLETED (203 in, 203 out) intelligence: COMPLETED (203 in, 3 out) |
| SOURCES | Total, Succeeded, Failed | Total: 0, Succeeded: 15, Failed: 0 |
| VIDEOS | Discovered, Selected | Discovered: 0, Selected: 203 |
| INTELLIGENCE | Signals, Insights | Signals: 268, Insights: 3 |
Pipeline stages observed: collection → enrichment → intelligence. The intelligence stage produces "signals" (268) which are distilled into "insights" (3 candidates). This is the AI analysis step.
Run Types
- Simple runs (UUID format): Show OVERVIEW, SOURCES, VIDEOS only
- Pipeline runs (PRUN-* format): Additionally show STAGE TIMELINE and INTELLIGENCE sections
Pipeline Run (PRUN-*) — shows Stage Timeline with collection/enrichment/intelligence
Simple Run (UUID) — shows Overview, Sources, Videos only
4
Sources (YouTube Channels)
Channel List
Displays all monitored YouTube channels. URL: /sources
Table Columns
| Column | Description |
|---|---|
| CHANNEL | Channel name + YouTube Channel ID (UCxxxxxxxxxx format) |
| LANGUAGE | Content language code (en, pt, es) |
| VIDEOS | Number of videos tracked from this channel |
| STATUS | HEALTHY or UNKNOWN |
Monitored Channels (17 total, 15 active)
| Channel | Lang | Videos | Status |
|---|---|---|---|
| AI Explained | en | 155 | HEALTHY |
| Matthew Berman (UCz5kcwU...) | en | 0 | UNKNOWN |
| All About AI | en | 185 | HEALTHY |
| Fireship | en | 11 | HEALTHY |
| Two Minute Papers | en | 55 | HEALTHY |
| Yannic Kilcher | en | 192 | HEALTHY |
| Filipe Deschamps | pt | 129 | HEALTHY |
| Dot CSV | es | 190 | HEALTHY |
| ByCloud | en | 54 | HEALTHY |
| Matthew Berman (UCawZs...) | en | 100 | HEALTHY |
| Tiago Frossard | pt | 0 | UNKNOWN |
| Liam Ottley | en | 190 | HEALTHY |
| Domine a IA | Thiago Caliman | pt | 80 | HEALTHY |
| Automate AI Consulting | en | 75 | HEALTHY |
| S.O.I.A. | IA para Negocios | pt | 152 | HEALTHY |
Observations:
- 2 channels have 0 videos and UNKNOWN status — may be misconfigured or new
- 2 "Matthew Berman" entries with different channel IDs — possibly duplicate or main+clips channels
- Multi-language support: en (10), pt (4), es (1) — targeting English, Portuguese, and Spanish content
- No add/edit/remove channel UI visible — channels managed via config file (
channels_filein System Health)
Sources — full channel list with language, video count, and health status
Sources (scrolled) — remaining channels visible
5
Opportunities
Opportunity Pipeline
The most complex page in the system. Displays content opportunities organized by decision status. URL: /opportunities
Opportunity Categories (5 tables)
| Category | Count | Columns | Description |
|---|---|---|---|
| CANDIDATES AWAITING REVIEW | 3 | ID, Title, ICP, Status, Strategic Fit, Classification, Pillar, Strategic Role, Content Product | New AI-generated opportunities not yet reviewed. Extended columns for classification data. |
| REQUIRES HUMAN REVIEW | 17 | ID, Title, ICP, VOS, Decision | Promoted opportunities that need human decision before execution. |
| EXECUTION AUTHORIZED | 4 | ID, Title, ICP, VOS, Decision | Approved and ready for content creation. |
| NOT AUTHORIZED | 79 | ID, Title, ICP, VOS, Decision | Rejected or not authorized opportunities. |
| PROMOTED (NO DECISION YET) | 1 | ID, Title, ICP, VOS, Decision | Promoted from candidate but decision pending. |
Key Fields Explained
- ID: OPP-NNN (promoted) or OPP-GEN-XXXXXXXX (AI-generated candidates)
- ICP: Ideal Customer Profile — the target audience (e.g., "AI Developer, Tech Lead", "Small Business Owner")
- VOS: Value Opportunity Score — numeric score with tier suffix. E.g., "90 (S)" = score 90, tier S. "Incomplete (S)" = missing data
- Decision badges: REQUIRES_HUMAN_REVIEW READY_FOR_EXECUTION NOT_AUTHORIZED_FOR_EXECUTION UNKNOWN
- Status badges: CANDIDATE NOT CLASSIFIED
Sample Opportunities
| ID | Title | ICP | VOS | Decision |
|---|---|---|---|---|
| OPP-001 | AI for Non-Technical Business Owners: The Complete | Small Business Owner | 90 (S) | READY_FOR_EXECUTION |
| OPP-004 | Claude Code para Devs Brasileiros | Brazilian Developer | 83 (S) | NOT_AUTHORIZED |
| OPP-006 | MCP for Real Businesses | AI Developer, Tech Lead | Incomplete (S) | REQUIRES_HUMAN_REVIEW |
| OPP-GEN-29D1D613 | Agentic AI Trading & Prediction-Market Content Gap | ICP-4: AI Trader / Finance Speculator | — | NOT CLASSIFIED |
Opportunities — Candidates Awaiting Review + Requires Human Review sections
Execution Authorized section
Not Authorized section (79 items)
5.1
Opportunity Detail Page
Full Opportunity View
Each opportunity has a detail page at /opportunities/{opp_id}. Contains extensive AI-generated analysis.
Detail Sections (up to 14 sections per opportunity)
| Section | Content |
|---|---|
| MARKET OPPORTUNITY | ID, Title, Type (Opportunity Candidate / Promoted Opportunity), Status, Confidence (medium/high), Duplicate check (NO_EXACT_DUPLICATE), Primary ICP, Root Problem, Barrier, Objective, Description |
| VALUE OPPORTUNITY SCORE | Total score, Tier (S/A/B/C), Completeness, sub-scores: Demand, Supply Gap, ICP Clarity, Differentiation, Monetization, Longevity |
| STRATEGIC FIT SUMMARY | Whether the opportunity has been strategically classified |
| EDITORIAL MAPPING | Mapping to editorial pillars, strategic roles, content products |
| AUDIENCE MATCH | Match against defined audience profiles |
| IDENTITY SIGNALS | Alignment with channel identity signals |
| STRATEGIC RISKS | AI-identified risks for pursuing this opportunity |
| STRATEGIC RATIONALE | Why this opportunity was identified and its strategic value |
| EVIDENCE & LINEAGE | Source videos and data that generated this opportunity |
| STRATEGY DECISION | For promoted opportunities: decision details |
| HUMAN REVIEW REQUIRED | For reviewed opportunities: human review status with PASS badge |
| CLASSIFICATION HISTORY | Log of classification changes over time |
| HUMAN GATE | For candidates: action area |
| ACTIONS | Action buttons for candidates |
Action Buttons (for Candidates)
- Approve for Review — Promotes candidate to "Requires Human Review" status
- Reject Candidate — Discards the candidate
VOS Sub-scores: The Value Opportunity Score has 6 dimensions: Demand (0-20), Supply Gap (0-20), ICP Clarity (0-20), Differentiation (0-20), Monetization (0-10), Longevity (0-10). Many show "?" indicating incomplete analysis.
Opportunity Detail — Market Opportunity + Value Opportunity Score sections
Strategic Fit, Editorial Mapping, Audience Match sections
Identity Signals, Strategic Risks, Evidence & Lineage sections
Promoted Opportunity (OPP-006) — shows Strategy Decision + Human Review Required
Promoted Opportunity (OPP-007) — AI for Sales Professionals
5.2
Opportunity Workflow & Lifecycle
Opportunity State Machine
Based on the observed data, the opportunity lifecycle is:
- AI generates candidate (OPP-GEN-*) → Status: CANDIDATE, Classification: NOT CLASSIFIED
- Human approves (via "Approve for Review" button) → Promoted to OPP-NNN, Decision: REQUIRES_HUMAN_REVIEW
- Classification runs → Strategic Fit, Editorial Mapping, Audience Match filled in
- Human authorizes → Decision: READY_FOR_EXECUTION
- Human rejects → Decision: NOT_AUTHORIZED_FOR_EXECUTION
Alternatively: Human rejects candidate (via "Reject Candidate") → discarded
Current state: 3 candidates awaiting initial review, 17 needing human decision, 4 authorized for execution, 79 not authorized, 1 promoted but pending.
6
Content Strategy
Strategy Overview
The strategic operating system for "Canal do Rodrigo Castro". URL: /strategy
Badges: ACTIVE V1
Strategy Metrics
7
Identity Signals
7
Audiences
4
Editorial Pillars
6
Strategic Roles
10
Content Products
6
Guardrails
WHO ARE WE? (Channel Identity)
Empresario construtor
"O cara que faz IA funcionar no mundo real."
"O cara que faz IA funcionar no mundo real."
| Element | Value |
|---|---|
| Positioning Territory | IA aplicada a construcao e operacao de negocios |
| Channel Promise | Eu construo com IA e mostro o que realmente funciona |
| Desired Audience Thought | "Se eu quiser entender como aplicar IA no meu negocio de verdade, eu deveria acompanhar o Rodrigo." |
| Desired Audience Desire | "Eu queria conseguir usar IA para construir, resolver problemas e executar nessa velocidade." |
Content Strategy — Overview metrics, channel identity, and signal cards
6.1
Identity Signals & Target Audiences
WHAT DO WE WANT TO BE KNOWN FOR? (7 Identity Signals)
Every piece of content should reinforce one or more of these signals:
| Signal | Description |
|---|---|
| Building | Rodrigo construindo produtos, sistemas, automacoes, agentes ou solucoes reais |
| Solving | Rodrigo diagnosticando ou resolvendo problemas reais de negocio |
| Experimenting | Rodrigo testando hipoteses, ferramentas, modelos ou novas formas de trabalhar |
| AI as Coworker | IA sendo utilizada como parte real do fluxo de trabalho, nao apenas demonstrada como ferramenta |
| Data & Results | Uso de dados, metricas, resultados, comparacoes e evidencias concretas |
| Decision Making | Rodrigo mostrando como estrutura decisoes e trade-offs como empresario |
| Business Backstage | Bastidores reais de produtos, empresas, processos, times e operacao |
WHO ARE WE TALKING TO? (7 Audiences)
Primary
| Audience | AI Maturity |
|---|---|
| Founder / CEO | mixed |
| Empresario de PME | mixed |
Secondary
| Audience | AI Maturity |
|---|---|
| Iniciante em IA | beginner |
| Builder / Empreendedor Digital | intermediate |
| Executivo | mixed |
| Freelancer / Profissional Independente | mixed |
| Profissional buscando produtividade com IA | intermediate |
WHAT DO WE TALK ABOUT? (Editorial Pillars)
| Pillar | Target % |
|---|---|
| IA aplicada a negocios | 25% |
| Construcao com IA | 20% |
| Automacao e alavancagem | 20% |
| Gestao e decisao | 15% |
| Ferramentas aplicadas | 10% |
| Experimentos e futuro pratico | 10% |
Target audiences (Primary/Secondary) and editorial pillar distribution bars
6.2
Strategic Roles, Content Products & Funnel
WHAT JOB SHOULD CONTENT DO? (Strategic Roles)
Target editorial mix — not current performance:
45%
AUTHORITY
10%
CONVERSION
30%
DISCOVERY
15%
IDENTITY
- Authority (45%): Demonstrar conhecimento, capacidade, experiencia e profundidade
- Conversion (10%): Conectar confianca e problema a uma proxima acao comercial ou educacional
- Discovery (30%): Fazer novas pessoas descobrirem que Rodrigo existe
- Identity (15%): Construir percepcao sobre quem Rodrigo e e como ele trabalha
FUNNEL STAGES
TOFU
Top of Funnel
MOFU
Middle of Funnel
BOFU
Bottom of Funnel
Strategic role + funnel are separate dimensions. Combinations observed:
- IDENTITY + TOFU
- AUTHORITY + MOFU
- CONVERSION + BOFU
WHAT TYPES OF CONTENT DO WE PRODUCE? (10 Content Products)
| Product | Description | Role | Funnel | Reinforces |
|---|---|---|---|---|
| Eu Construi | Rodrigo mostra algo real que construiu usando IA ou tecnologia | AUTHORITY | MOFU | AI_AS_COWORKER, BUILDING, BUSINESS_BACKSTAGE |
| Eu Testei | Teste real de ferramenta, hipotese, abordagem ou capacidade com conclusao baseada em experiencia | DISCOVERY | TOFU | DATA_RESULTS, EXPERIMENTING |
| Resolvi com IA | Conteudo problem-first mostrando como um problema real foi diagnosticado e resolvido com IA | AUTHORITY | MOFU | AI_AS_COWORKER, DATA_RESULTS, SOLVING |
| Se Eu Fosse o CEO | Diagnostico e tomada de decisao aplicada a uma empresa, contexto ou problema real | AUTHORITY | MOFU | DECISION_MAKING, SOLVING |
| Raio-X | Analise estruturada de uma empresa, operacao, caso, produto ou estrategia | AUTHORITY | MOFU | DATA_RESULTS, DECISION_MAKING |
| Framework | Modelo estruturado e reutilizavel para pensar, decidir ou executar um problema | AUTHORITY | MOFU | DATA_RESULTS, DECISION_MAKING |
| Bastidor | Processo, rotina, construcao, decisao ou execucao real de Rodrigo | IDENTITY | TOFU | BUILDING, BUSINESS_BACKSTAGE |
| Ferramenta em Campo | Ferramenta demonstrada dentro de um problema ou fluxo real de trabalho | AUTHORITY | MOFU | AI_AS_COWORKER, EXPERIMENTING |
| Aposta | Tese, opiniao ou previsao de Rodrigo baseada em experiencia pratica e visao de operador | DISCOVERY | TOFU | DECISION_MAKING |
| Aula | Conteudo estruturado e profundo para ensinar um problema relevante de IA aplicada a negocios | AUTHORITY | MOFU | DATA_RESULTS, DECISION_MAKING |
Strategic Roles (Authority/Conversion/Discovery/Identity), Funnel stages, Content Products
Content Products continued: Se Eu Fosse o CEO, Raio-X, Framework, Bastidor, Ferramenta em Campo, Aposta, Aula
6.3
Guardrails (What We Must NOT Become)
6 Strategic Guardrails
Anti-patterns the channel must avoid:
| Guardrail | Description | Severity |
|---|---|---|
| Nao ser produtividade generica | Produtividade deve aparecer conectada a IA, execucao, negocios ou alavancagem real | WARNING |
| Nao ser hype-first | Evitar conteudo cuja principal proposta seja sensacionalismo, medo ou promessa exagerada sobre IA | STRONG_WARNING |
| Nao ser um canal de noticias de IA | Noticias podem ser usadas como materia-prima, mas nao devem existir sem consequencia pratica | WARNING |
| Nao ser um canal de prompts magicos | Evitar posicionamento centrado em listas de prompts ou truques superficiais | STRONG_WARNING |
| Nao ser tecnologia pela tecnologia | Conteudo tecnico deve manter conexao clara com aplicacao, construcao, operacao, decisao ou resultado | WARNING |
| Nao ser reviewer de ferramentas | Ferramentas devem aparecer subordinadas a problemas reais e aplicacoes, nao como identidade principal do canal | WARNING |
Guardrails — "What We Must Not Become" section with WARNING and STRONG_WARNING badges
7
Editorial Portfolio
Portfolio Overview
Tracks whether the current content mix matches the channel strategy. URL: /portfolio
Subtitle: "See whether the current content mix matches the channel strategy."
Links to "Content Strategy v1" at top right.
Time Filters
Buttons: All | Last 7 days | Last 14 days | Last 30 days + "Include archived" checkbox
Portfolio KPIs
0
Portfolio Items EMPTY
—
Editorial Balance NOT ENOUGH DATA
—
Pillar Balance
—
Role Balance
—
Confidence
1
Alerts
Portfolio Sections (when populated)
| Section | Description | Current State |
|---|---|---|
| Editorial Pillars | Distribution of content across editorial pillars vs. targets | No data |
| Content Jobs | How content is distributed across strategic roles | No data |
| Content Product Mix | Breakdown by content product type (table with Count, Share, Bar) | Empty table |
| Identity Coverage | Which identity signals are being reinforced | No data |
| Funnel Distribution | TOFU/MOFU/BOFU balance | No data |
| Strategic Alerts | System warnings about portfolio health | "Empty Portfolio — No portfolio items exist. Balance cannot be assessed." |
| Portfolio Items | Table: Title, Status, Source, Pillar, Strategic Role, Funnel, Content Product, Audience, Planned, Published | "No portfolio items in this window." |
Status: The portfolio is currently empty. This means either no content has been published yet, or published content hasn't been registered in the portfolio tracker. The portfolio system is built and functional (all sections render correctly) but awaits content data.
Editorial Portfolio — empty state with KPIs, Strategic Alert, and Portfolio Items table
8
System Health
Health Dashboard
Pre-flight checks and system configuration status. URL: /system
PRE-FLIGHT CHECKS
| Check | Status | Detail |
|---|---|---|
| Overall | PASS | — |
| channels_file | PASS | 16 channels (15 active) |
| db_directory | PASS | /app/data |
| youtube_api_key | PASS | [CONFIGURED] |
| llm_provider | PASS | [CONFIGURED] |
| output_directory | PASS | output |
| bootstrap_data | PASS | SP-001 found |
| disk_space | PASS | 22722 MB free |
PRODUCTION LOCK
| Status | FREE |
When FREE, the system can accept new radar runs. When locked, runs are blocked (e.g., during maintenance).
SCHEDULER
| Setting | Value |
|---|---|
| Ready | YES |
| Enabled | DISABLED |
| Interval | 24h |
Scheduler: Ready but DISABLED. When enabled, would run the radar automatically every 24 hours. Currently requires manual "Run Radar Now" from the Home page.
System Health — Pre-Flight Checks (all PASS), Production Lock (FREE), Scheduler (DISABLED, 24h)
10
Data Summary & Completeness Audit
Feature Completeness Matrix
| Feature | Status | Data Present | Notes |
|---|---|---|---|
| Authentication | COMPLETE | Yes | Email/password login works, session management active |
| Dashboard / Home | COMPLETE | Yes | All KPIs populated, Run Radar action works |
| Run History (list) | COMPLETE | Yes, 9 runs | Table with status, duration, stats. Two run formats (UUID + PRUN-*) |
| Run Detail | COMPLETE | Yes | Overview, Stage Timeline, Sources, Videos, Intelligence sections |
| Sources (list) | COMPLETE | Yes, 17 channels | Channel name, ID, language, video count, health status |
| Source Detail | NOT FOUND | — | No clickable detail page for individual sources. No links in table rows |
| Opportunities (list) | COMPLETE | Yes, 104 total | 5 status categories, full table with ICP/VOS/Decision |
| Opportunity Detail | COMPLETE | Yes | Up to 14 sections per opportunity. Action buttons for candidates |
| Content Strategy | COMPLETE | Yes | Identity, audiences, pillars, roles, products, guardrails all populated |
| Strategy Edit | NOT FOUND | — | No edit/create UI for strategy elements. Appears config-driven |
| Portfolio (overview) | COMPLETE | Structure yes, data no | All sections render but portfolio is empty (0 items) |
| Portfolio Item CRUD | NOT FOUND | — | No add/create button visible for portfolio items |
| System Health | COMPLETE | Yes | Pre-flight checks (7), production lock, scheduler config |
| Scheduler Controls | READ ONLY | Yes | Shows status but no enable/disable toggle visible |
| Channel Management (CRUD) | MISSING | — | No UI to add/remove/edit channels. Managed via channels_file config |
| User Management | MISSING | — | No multi-user, no roles, no invite, no user settings |
| Notifications/Alerts | MISSING | — | No email/push notifications for new opportunities or run failures |
| Data Export | MISSING | — | No CSV/PDF/API export functionality visible |
| Analytics/Charts | MISSING | — | No time-series charts, trend analysis, or visual analytics |
| API Documentation | MISSING | — | No /api or /docs endpoint found |
Data Volume Summary
| Entity | Count | Notes |
|---|---|---|
| YouTube Channels | 17 (15 active, 2 UNKNOWN) | Multi-language: en/pt/es |
| Videos Tracked | 1,710 total collected | 2,639 discovered, 203 selected per run |
| Pipeline Runs | 9 | 7 successful, 1 failed, spanning Aug 9-10 |
| Signals Generated | 268 (per pipeline run) | From intelligence stage |
| Opportunities Total | 104 | 3 candidates + 17 review + 4 authorized + 79 rejected + 1 promoted |
| ICPs Defined | 7+ | From ICP-1 to ICP-7 plus custom profiles |
| Identity Signals | 7 | Building, Solving, Experimenting, AI as Coworker, Data & Results, Decision Making, Business Backstage |
| Target Audiences | 7 | 2 primary + 5 secondary |
| Editorial Pillars | 6 | With target % distribution (total 100%) |
| Content Products | 10 | Each with Role, Funnel, and Reinforcement mapping |
| Guardrails | 6 | 2 STRONG_WARNING + 4 WARNING |
| Portfolio Items | 0 | Portfolio structure exists but no content registered |
System Architecture Summary
| Component | Status | Details |
|---|---|---|
| YouTube API | CONFIGURED | Used for video/channel data collection |
| LLM Provider | READY | Powers intelligence stage (opportunity detection) |
| Database | PASS | At /app/data |
| Bootstrap Data | PASS | SP-001 found (content strategy V1) |
| Disk Space | PASS | 22,722 MB free |
| Production Lock | FREE | System can accept new runs |
| Scheduler | DISABLED | Ready but disabled, 24h interval |