Unverified50% confidenceFactExact time
Skill internalization refers to the Executor gradually absorbing the behavioral patterns carried by external textual skills into its own policy during training, so that at inference time it can complete the same type of task even without skills being provided.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSkills consist of two parts—Description and Content; the Description is unconditionally loaded into the context at the start of every conversation, while the Content is only expanded and read when the model decides to use that Skill.80% 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.78% similarVerifiedThe essence of the Skill mechanism is to make implicit prompt knowledge explicit and versioned, so that it can be stored, shared, and iterated upon just like code.77% similarUnverifiedSkills通过将意图识别、脚本调用、约束模板三者解耦,构建确定性的行为边界77% similarUnverifiedThe mechanism of self-written skills typically relies on a combination of code generation and reflective execution, and the key to its reliability lies in sandbox isolation and execution timeout control.76% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1028038API
curl https://kongchang.com/api/v1/knowledge/claims/1028038MCP
get_claim(id=1028038)