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Skill Governance

4 articles · Page 1 of 1
TonyBai
TonyBai
Aug 9, 2026 · Artificial Intelligence

How Google Built Agent Skills That Earned 15K Stars

Google’s open‑source Agent Skills project grew to over 15,000 GitHub stars, prompting many product teams to contribute, and the company responded with a comprehensive process that includes standardized repository structures, remote MCP tooling, automated pre‑merge checks, continuous evaluation, and dedicated ownership to maintain quality at scale.

AI agentsCI/CDGoogle Agent Skills
0 likes · 12 min read
How Google Built Agent Skills That Earned 15K Stars
Ray's Galactic Tech
Ray's Galactic Tech
Jul 16, 2026 · Artificial Intelligence

K8s, Kafka, Nacos Agent Platform to Prevent Token Bankruptcy and Skill Avalanches

The article details how a production‑grade Agent platform built on Kubernetes, Kafka, and Nacos addresses token budget overruns, uncontrolled skill execution, and RAG hallucinations by introducing a four‑layer runtime architecture, token pre‑allocation, explicit state management, dynamic governance policies, and robust skill specifications.

KafkaKubernetesLLM agents
0 likes · 32 min read
K8s, Kafka, Nacos Agent Platform to Prevent Token Bankruptcy and Skill Avalanches
Architect
Architect
May 17, 2026 · Artificial Intelligence

Agent Skills Survey: How Process Knowledge Becomes Technical Debt

The recent arXiv survey on Agent Skills maps the full lifecycle of skills—representation, acquisition, retrieval, and evolution—and warns that unchecked growth can turn a valuable process asset into technical debt, urging teams to enforce admission quality, robust routing, versioning, testing, and retirement mechanisms.

AI EngineeringAgent SkillsProcess Assets
0 likes · 26 min read
Agent Skills Survey: How Process Knowledge Becomes Technical Debt