DOCUMENTATION / ALPHA

Provider adapters

The extensible contract for ChatGPT, Gemini, Claude and other conversational web runtimes.

Supported seed set

The MCP-SuperAssistant extraction supplies seeds for ChatGPT, Gemini, GitHub Copilot, DeepSeek, Grok, Perplexity, Google AI Studio, OpenRouter, T3 Chat, Mistral, Kimi, Z.ai and Qwen. Claude requires an independently verified adapter.

Adapter facets

Frontend-change recovery

Built-in candidates, signed adapter packs, learned candidates, user profiles and operation-scoped selection form a precedence chain. Element fingerprints reject selectors that still match but now point to the wrong UI component. Active operations preserve operationId and observe whether insertion or submission already happened before resuming.

HEALTHY → DEGRADED → DISCOVERING → VALIDATING_CANDIDATE
       ↘ HOTFIXED / ROLLED_BACK / AWAITING_USER_SELECTION
       ↘ QUARANTINED (user override remains expressible)