A communication layer between you and your codebase: it keeps your AI coding agent talking in plain language — no jargon, no invented timelines — with one clear yes before anything irreversible.
ratatoskr human-in-the-loop ai-agents communication-layer plain-language anthropic ai-coding non-technical-users claude-code claude-code-plugin claude-skill agentic-guardrails never-speak-in-code no-estimates
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Updated
Jul 3, 2026 - Shell