The Lab

Experimental tools & dashboards for auditing, monitoring, and growing the ecosystem.

Quality & Compliance

🧾 Audit Scoreboard
Live
Tool metadata accuracy and validation status
❤️ README Health
Live
Content quality analysis for tool documentation
🛡️ Safety Clearance
Internal
Security and safety compliance checks

Pipeline Monitoring

📈 Baseline Performance
Internal
Benchmarks and regression testing
🧭 Drift Detection
Internal
Configuration and infrastructure drift analysis
⚙️ Ops History
Internal
Pipeline execution logs and success rates
🧪 Telemetry
Internal
Raw data retention and export

Governance & Promotion

🎛️ Control Surface
Internal
Operator actions for governance and promotion
📣 Promotion Track
Internal
Active promotion campaigns and status
⭐ Worthy Candidates
Internal
Tools flagged for potential promotion
🧵 Queue
Internal
Pending review and processing queue

Live Instruments

🎹 Vocal Synth Cockpit
Lab
Piano roll, render bank, and A/B comparison for the vocal synthesis engine

Market Intelligence

📊 Market IR
Internal
Investor relations and market analysis
🌱 Growth Metrics
Internal
User adoption and catalog growth stats
📡 Signals
Internal
Early warning indicators and trends
🎯 Targets
Internal
Strategic acquisition and integration targets
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