@dandysuper

proactively sends telegram stickers and emojis matched to conversation mood, with sticker-first positioning for casual chats and sticker-after for task completion. uses bash script wrapper with emoji-to-sticker lookup and optional caching.

ralph-talk is a conversational skill that evolves through repeated use by saving interaction patterns to memory and updating its personality file. it reads user engagement signals and adjusts tone and depth in real time, but lacks concrete specifications for when adjustments trigger and how memory state impacts behavior.

Run Codex CLI, Claude Code, Kiro CLI, OpenCode, or Pi Coding Agent via background process for programmatic control.