Free images for AI agents: search millions of openly-licensed, royalty-free Creative Commons images and audio (Flickr, Wikimedia, museums) — every result with ready-to-paste attribution. Zero API keys.
The abstract_* ecosystem exposed as an API-callable AI toolset: functions become self-describing Flask endpoints with /endpoints discovery and ?help.
The abstract_* ecosystem exposed as an API-callable AI toolset: functions become self-describing Flask endpoints with /endpoints discovery and ?help.
The abstract_* ecosystem exposed as an API-callable AI toolset: functions become self-describing Flask endpoints with /endpoints discovery and ?help.
How AI agents understand codebases without wasting tokens — local-first, adapter-driven, progressive disclosure enforced by design
