@briefness

vryfik-skill optimizes web search token consumption through intent classification, semantic caching, and credibility validation. executes a 9-step pipeline from cache lookup to answer assembly, with ssrf protection and atomic cache writes.

hermes-multiagent-skill provides a pub-sub message router for coordinating multiple agents with sparse subscriptions and millisecond latency, including sessions_spawn integration for automated lifecycle management.

goods-images generates carousel and detail images for e-commerce platforms given product photos and descriptions. it provides extensive templates and design guidance but the procedure is vague about sequencing, lacks concrete error recovery, and makes unsupported claims about agent automation.

突触式多智能体调度 + 主动记忆洞察 + GEPA 技能自进化