hoangpq14736/omni-skill-orchestrator
Universal Autonomous AI Cognitive Kernel v4.1: Tri-Tier Cognitive Hierarchy (L1 Reflex, L2 Hybrid SQLite-WAL with Dual-Column FTS5 BM25 & Host CPU ONNX Embeddings, L3 Ebbinghaus Background Consolidator), Omni-Auditor Council Gate, Omni-MCP Virtual Bus, workspace virtualization, and self-bootstrapping synthesis.
Universal AI Skill & Plugin Intelligence: Automatically discovers, resolves, and auto-activates the optimal skill or agent for any project or task across 550+ (and up to 7,749+) installed plugins, active skills, library skills, and builtin tools with Tri-Tier Omni-Memory v4.1, Omni-Auditor Council Gate, and sub-millisecond pre-flight reflex without requiring the user to remember commands.
Arbitrates and resolves conflicts when multiple skills or plugins offer overlapping capabilities within Omni-Kernel v4.1. Ranks candidates by Kernel Alignment, SemVer freshness, domain specificity, scope priority, and quality score to select the single best skill and suppress obsolete duplicates.
Specification-First Software Engineering (GitHub Spec Kit SDD engine): Autonomously orchestrates the 10 SDD phases (constitution, specify, clarify, plan, tasks, implement, converge, checklist, analyze, taskstoissues) within Omni-Kernel v4.1 with Tri-Tier Omni-Memory persistence, Hard Architecture Gatekeeper, zero external dependencies, and native AppLocker-safe execution.