StudioSonar — AI Mission Control Center (Google ADK Swarm)

⚡ Cross-Platform Campaign Synergy Radar

📹 MONITORED ASSET VIEWS

-- Comments Logged

🗄️ BIGQUERY SNAPSHOTS

OLAP Ingestion Ledger

🎯 PR BRAND SAFETY

100% Brand Safe

0 Active Escalations

🚀 VELOCITY STATUS

Live Polling Cycle

                                ⚡ ClickHouse Native Analytics:
                                Pearson Synergy (7d): r = 0.84 (Strong Synergy)
                            
                                Momentum Slope: ▲ Accelerating (+0.042/s)

📊 Real-Time Surveillance Assets (Live Multi-Platform Ledger)

📄 Active Intelligence Dossier:

☁️ GCS Live Substrate

🕸️ Live Agent Swarm Topology Graph (Click any node to inspect LLM Reasoning)

A2A MESH ACTIVE

Comments / 24h

0

▲ Dynamic Inflow Surge

UGC Audio Videos

0

▲ Cross-Platform Sound Stream

Views Tracked

0

Live YouTube API Stream

Total Ingested

0

BigQuery OLAP Rows

                🟢
                YouTube Data API v3:
                LIVE ACTIVE
            

                🟢
                Google BigQuery:
                LIVE OLAP
            

                🟢
                Gemini 3.7 Flash:
                A2A REASONING
            

                🛡️
                Data Provenance:
                YouTube API ✅ | BigQuery ✅ | TikTok Ledger
            

⚡ ClickHouse Operational Radar & Forensics (Live 5s Polling)

                        Sub-50ms Hot Scan • 1-Min Anomaly Loop • Zero Marginal Cost OLAP vs BigQuery
                    

ClickHouse Queries Served

--

$0.00 marginal cost (Saved $-- vs BQ)

Sub-10ms Latency (p50 / p95)

-- ms / -- ms

ClickHouse Cloud v24+ Engine

30-Min Real-Time Velocity

-- cmts / 5m

Baseline 6h: -- cmts/h

Forensic Shield (Brigade vs Organic)

🛡️ NORMAL

Diversity: --% | p95 Tox: --

5-MIN TREND BARS:

📐

ClickHouse Advanced Analytics & Mathematical Forensics

                                Window Functions • quantilesExact(0.1, 0.5, 0.9) • topKWeighted(N-Grams) • Shannon Entropy
                            

Filter Asset:

1. Z-Score Outlier Radar NORMAL BAND

0.00σ threshold: 2.50σ / 3.00σ

Mean (μ): -- | StdDev (σ): --

Window: 24-period rolling baseline via ClickHouse window frames.

2. Polarization Spread (Q90 - Q10) CONSENSUS

0.00 Spread (IQR)

3. Weighted Toxic N-Grams topKWeighted

Awaiting realtime commentary stream...

Token bigrams weighted by calculated toxicity multiplier.

4. Astroturfing Forensics ORGANIC

Lexical Diversity
--%
Author Entropy
-- H

Unique Authors: -- | p95 Toxicity: --

⚡ ClickHouse Attribution & Root-Cause Radar GOOGLE SEARCH GROUNDED GEMINI 3.8 FLASH CAUSAL MAP

Correlates real-time ClickHouse metrics to diagnose traffic surge causes, external referrers (TikTok, press, social), and detect negative community feedback or content friction.

Primary Catalyst

--

Click 'Trace Surge' to diagnose

Confidence & Telemetry

--%

ClickHouse Z: --σ | Spread: --

Search Grounding Proofs

0 Verified Sources

Dual-vector queries ready

🗺️ Root-Cause Attribution Causal Map MERMAID.JS CAUSAL GRAPH

🚀 Click "Trace Surge & Map Attribution" to execute root-cause diagnostics and render a dynamic causal flowchart.

🚀 Why Did Traffic Surge? (External Referral Sources)

Awaiting diagnostic execution...

No external referral sources detected yet.

⚠️ Audience Friction & Criticism Forensics

Awaiting micro-NLP & Google Search scan...

--

🔗 Verified External Web Evidence (Google Search Grounding)

No external web citations loaded yet.

📋 Strategic Action Protocol (Creator & Brand PR)

Ready to formulate strategic remediation actions once telemetry is mapped.

🧠 24h Autonomous Agent Reasoning & Decision Log

Agent Reasoning Inspector

🔬 ClickHouse Forensics: Brigade & Bot Attack Drill-Down