Acontext automatically captures learnings from AI agent executions and persists them as skill files that can be read, edited, and shared across agents, LLMs, and frameworks. It provides observability into agent runs while enabling self-evolving agent capabilities through accumulated skills. The project offers SDKs in both Python and JavaScript for integration with agent development workflows.