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The Skyflo Kubernetes agent is deprecated. It is a separate Apache-2.0 open-source project in its own repository, not part of Skyflo Desktop. These pages stay available for existing installations and are no longer updated. Skyflo today is a Mac app where AI agents do real work for you, including Codex, Claude Code and Cursor Agent.

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Approval Gates

Every mutating tool call pauses for explicit human approval before execution. Approval enforcement is implemented in the Engine runtime and cannot be disabled through configuration.

How It Works

  1. Agent proposes: The agent analyzes your intent, discovers resources, and generates tool calls. Read operations (list, get, describe, logs) execute immediately. Mutating operations (apply, scale, delete, promote) are queued.

  2. UI shows pending approval: The Command Center displays each pending operation: tool name, parameters, and context. You see what will happen before it happens.

  3. Human approves or denies: You approve to proceed or deny to stop. No silent execution. No autonomous mutations.

  4. Execution proceeds or stops: On approval, the tool runs. On denial, the operation is cancelled. The agent can propose alternatives or stop the workflow.

Read vs Mutate

TypeBehavior
ReadAuto-execute. No approval. List, get, describe, logs, search, template.
ExecAuto-execute by default. Behavior depends on the command executed.
MutatePause for approval. Apply, scale, delete, promote, trigger, stop, uninstall, abort.

The distinction is driven by MCP tool annotations. See Tool Annotations for how tools are tagged.

Bulk Approval

When multiple operations are pending, you can approve or deny them individually or in bulk. Useful for "apply these 3 manifests" or "scale these 2 deployments." Each operation remains auditable.

Why It Matters

The agent can plan complex multi-step workflows, but it cannot execute mutations without explicit operator consent. You decide whether to scale, rollback, or delete.

Flow Diagram

 
User request → Plan (agent) → Tool calls generated
                                    ↓
                    ┌───────────────────────────────┐
                    │  readOnlyHint: true?          │
                    └───────────────────────────────┘
                         │                    │
                        Yes                   No
                         │                    │
                         ▼                    ▼
                   Execute immediately    Pause for approval
                                              │
                                    ┌─────────┴─────────┐
                                    │                   │
                               Approved              Denied
                                    │                   │
                                    ▼                   ▼
                              Execute              Cancel, optionally
                                                   propose alternative
Approval Gates: Kubernetes agent (legacy) | Skyflo