📁 Subsystem Deep Dive

services/PromptSuggestion/

📁 services/PromptSuggestion/ 📄 7 files

Tutorial: PromptSuggestion

This project implements an intelligent Prompt Suggestion Engine that acts like an advanced autocomplete for user intent, predicting the next likely command. It utilizes Speculative Execution to pro-actively run these predictions in the background, allowing for instant results if accepted. To ensure safety and cleanliness, these background tasks operate within a Forked Agent using a temporary Overlay Filesystem, ensuring the main conversation and actual files remain untouched until the user explicitly commits to the suggestion.

flowchart TD A0["Prompt Suggestion Engine"] A1["Speculative Execution"] A2["Forked Agent Execution"] A3["Overlay Filesystem (Isolation)"] A4["Heuristic Filtering & Suppression"] A5["Completion Boundaries"] A0 -->|"Validates suggestions using"| A4 A0 -->|"Queries LLM via"| A2 A0 -->|"Triggers background task"| A1 A1 -->|"Runs isolated agent"| A2 A1 -->|"Redirects writes to"| A3 A1 -->|"Stops execution at"| A5