What problem does it solve?
Bagua-Zhen eliminates blind spots in multi-skill agent operation by turning scattered runtime metrics into an ecosystem health report, while detecting conflicting (mutex) and mutually beneficial (synergy) skill combinations.
Core Features & Use Cases
- Ecosystem state scanning: Loads
runtime_data/*_metrics.jsonl from monitored skills and computes per-skill and ecosystem-level stability indicators.
- Mutex & synergy detection (with dynamic overrides): Detects concurrently active mutex and synergy pairs, optionally overriding static defaults using dynamically inferred relationships.
- Efficiency aggregation & action signals: Calculates average quality, ecosystem rating (阵法大成/稳固/松动), generates JSON reports, and produces dashboard artifacts for quick governance review.
Use Case: You run an agent-ops pipeline with 10 skills and need to continuously answer: which skills are degrading, which pairs conflict right now, and which pairings should be encouraged or avoided. This skill produces ecosystem_report_v10.json plus an HTML panel to support operational decisions.
Quick Start
Run the Bagua-Zhen coordinator to generate ecosystem_report_v10.json from your current runtime_data/*_metrics.jsonl files.