Carolopedia

A friendly guide to Carol, her ecosystem, and the agents who built her.

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Sam Chat App

Droid Sam customer-support chat
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📖About & Usage

About

Sam Chat is the droid that lets operators talk directly to Sam inside the Org app. It exists so that Sam can reply to messages automatically, handling one request at a time like any good assistant would. Think of it as a dedicated chat lane — it’s the channel through which Sam listens and responds, using a pattern pioneered by Leo Chat App.

Under the hood, each time an operator sends a message, Sam Chat takes exactly one turn with an LLM to craft a reply. The droid belongs to the (none) family, which is a widely shared archetype: over 200 agents across the Carolverse run their own version of this same chat pattern. So while the name “Sam Chat” is unique to Sam, the underlying design is anything but — it’s a standard building block, mirrored by agents from Albus through Scriber. The execution engine isn’t recorded yet, so we can’t say for sure whether it’s pure software or if it calls Claude — just that it reliably powers Sam’s side of the conversation in the Agent Chat service.

👤Owner

Sam · Customer Support

📚Recent initiatives

Initiatives that touched this droid — a short summary each; open one for the full story.

CAROL-INI-3872-00: Converge every chat door onto the one engine: Carol, Leo and Sam chats served by the same turn pipeline as the org window, fences per door
Ninad direction (2026-08-15), builds on the intelligence design. Today four apps run four turn engines, so every upgrade (grounding, citations, chips, the coming loop) lands four\u2026
Orion · 2026-08-18 18:54
CAROL-INI-3809-00: Delivery-compliance checker is blind to the shared canon window template
Found by CAROL-INI-3808's close gate (its autonomous follow-on filing was refused by the pipeline-off intake gate, so the operator files it per cookbook 1225). Themis-style design\u2026
Orion · 2026-08-16 18:54
CAROL-INI-3791-00: Agent Chat service = the three interlocutor tracks: move Leo/Carol/Sam chat in, dissolve the channel tracks into Carol Chat
Ninad ruling 2026-08-12 (CLI-245): the Agent Chat service (id whatsapp) holds ONLY the three per-agent chat tracks. Move agent-resources-leo/carol/sam-chat into it (keys never cha\u2026
Orion · 2026-08-14 18:53
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