Unverified50% confidenceFactExact time
Each round's experience is distilled into an inheritable "playbook", on which subsequent agents continue to improve.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
Sources
Related Entities
Related Claims
UnverifiedSGUID is designed to support the co-evolution of the model and the skill library: after each round of distillation, a new candidate skill library is extracted from the rollouts of the updated model, and then the skills to be internalized in the next round are filtered, iterating in a loop.73% similarVerifiedThe mainstream skill package execution method is to load skill instructions into the agent's context window, relying on the agent itself to understand and follow these instructions.72% similarUnverifiedThe article argues that agent skills can be upgraded from static prompts or instruction sets into living, executable workflows that can be inspected, modified, replayed, and evolved based on feedback72% similarUnverifiedThe concept of composable capabilities is very likely to become the mainstream paradigm for future agent development.70% similarUnverified意图路由的Skills创新在于将路由判断交给大模型完成，让模型既充当意图识别器又充当参数提取器，最终触发确定性脚本69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1051056API
curl https://kongchang.com/api/v1/knowledge/claims/1051056MCP
get_claim(id=1051056)