[FEATURE] Add 'unsupervised allowed in this conversation" permission

Preflight Checklist

• [x] I have searched existing requests and this feature hasn't been requested yet
• [x] This is a single feature request (not multiple features)

Problem Statement

When I ask Claude to rename files or perform other operations, after I see that it can correctly execute the commands, I need it to be able to run them automatically without my manual confirmation. Currently, the permission is limited to changing global settings and does not support individual conversations.

Proposed Solution

1. Automatic Execution Permission 🔧 (Priority: High)

• Add an option to allow actions to be executed automatically without confirmation within the current conversation.
• Allow up to 10 automatic executions without requiring manual approval.

1. Command Similarity Recognition

• Use RAG-based similarity checks to recognize and automatically approve similar commands without repeated prompts.

1. Backup and Recovery Mechanism (perhaps as a separate feature)

• Implement a save-and-backup system to record the state before execution.
• Enable easy restoration in case of accidental actions.

Alternative Solutions

_No response_

Priority

Medium - Would be very helpful

Feature Category

MCP server integration

Use Case Example

_No response_

Additional Context

_No response_