Unverified50% confidenceFactExact time
Skills use a lazy-loading mechanism: at agent startup, only each Skill's name, one-sentence description, and local path are written into the context, and only after the model calls a file-reading tool such as Read does the Skill body get added to the context as tool return content.
1
Sources
50%
Confidence
Long-term
Relevance
10/27/2026
First Seen
Sources
Pi Context View Plugin: Making Agent Context and Skills Visible at a Glance
bilibili五里墩茶社10/27/2026
Related Entities
Related Claims
UnverifiedSkill uses a layered loading design: at startup only the names and descriptions of all Skills are loaded; after a task is issued, descriptions are matched and the full content is then loaded, with on-demand reading during execution.80% similarUnverifiedA skill file is a lightweight configuration mechanism in the Agent ecosystem, usually a structured Markdown document that describes in natural language the task's operational flow, available tools and caveats; editing the text is enough to adjust the Agent's behavioral strategy, at a cost far lower than retraining or fine-tuning a model.79% similarUnverifiedA typical form of progressive disclosure in agent scenarios is "Agent Skills": writing the operating instructions for repetitive tasks as separate documents, keeping only a brief index in the main prompt, and reading the full text on demand.79% similarUnverifiedSkills 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.79% similarVerifiedA Skill is a modular encapsulation that packages specialized capabilities, domain knowledge, and operational norms into reusable units, enabling Agents to invoke them automatically at the appropriate moment.79% similar
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