dsh-approval-gate

In AI-assisted coding sessions, frequent sandbox operations like file edits or command executions often require manual approval, which breaks a developer's flow, yet complete automation poses security risks. dsh-approval-gate is built to resolve this core conflict, achieving a balance between productivity and safety by introducing an intelligent automatic approval gate.

The plugin's core strength lies in its dual "predict-and-learn" engine. It uses a lightweight Flash model to predict the risk of each sandbox operation (SAFE/RISKY), auto-approving routine, reversible actions to minimize disruptive confirmation dialogs. For high-risk categories like deletions, credential access, or production operations, it unconditionally routes them to humans. More importantly, it learns from human decisions: after the same operation is manually confirmed a sufficient number of times, it creates a rule and auto-approves future instances, using semantic verification to ensure it only passes operations you truly endorse. Paired with an intuitive review view, hot-reloadable configuration, and the file diff comparison with one-click revert introduced in v0.5.0+, it creates a transparent and controllable safety net.

dsh-approval-gate is ideal for developers and technical teams who frequently use AI coding assistants but require a safety guardrail. Whether for personal projects aiming to avoid mistakes or enterprise teams needing to meet security compliance and audit trail requirements, it provides "seamless" security, allowing you to focus on creation instead of approvals.