intent-and-automation（意图和自动化）

Skill: TraceMem Intent and Automation Modes

Purpose

This skill explains how to choose the correct intent and automation_mode for a Decision Envelope. Correct classification is critical for potential policy checks and audit clarity.

⚠️ VALID AUTOMATION MODES - ONLY THESE 4 VALUES

When calling decision_create, the automation_mode parameter MUST be one of these exact values:

INVALID values (these will cause errors):

• ❌ manual, auto, full_auto, automated
• ❌ assisted, interactive, human_required
• ❌ semi_auto, supervised, monitored

When to Use

• When calling decision_create and you need to populate the arguments.
• When determining if a task requires human-in-the-loop (propose) or can be done automatically (autonomous).

When NOT to Use

• Do not invent new automation modes. Stick to the strict list.

Core Rules

• Intent is Hierarchical: Intents must be dot-separated strings ordered from general to specific (Category -> Entity -> Action). Example: customer.order.refund.
• Automation Mode is Binding: The mode you select declares your authority level.

- propose: You will only read data and suggest actions. You will NOT write/execute. - approve: You will execute, but only after explicit human approval (often enforced by policy). - override: You are explicitly breaking a rule (requires high permission). - autonomous: You will execute immediately without human intervention.

Correct Usage Pattern

Choosing an Intent

Structure: <Domain>.<Entity>.<Action>

• Good: security.access_log.scan, billing.invoice.void, support.ticket.reply.
• Bad: scan_logs, fix_thing, decision_1.

Choosing Automation Mode - Decision Tree

START: What kind of operation?
│
├─ Read-only (no state changes)
│  ├─ Just gathering information → `propose`
│  └─ Pre-approved read operation → `autonomous`
│
├─ Write/Update/Delete (state changes)
│  ├─ Need human approval first → `approve`
│  ├─ Just suggesting changes → `propose`
│  └─ Fully automated operation → `autonomous`
│
└─ Breaking a policy rule
   └─ Human override required → `override`

1. Are you just looking?

- Mode: autonomous (if read-only duties are pre-approved) or propose (if you are just gathering info for a human).

1. Are you planning to change state (write/delete)?

- If you need permission first: Mode propose (stop after planning). - If you have permission but need confirmation: Mode approve (TraceMem might force this anyway). - If you are fully trusted logic: Mode autonomous.

Example

{
  "intent": "network.firewall.block_ip",
  "automation_mode": "autonomous",
  "actor": "security-agent-v2"
}

Common Mistakes

• Using invalid automation_mode values: Using values like manual, auto, full_auto, assisted, or interactive will cause errors. ONLY use: propose, approve, override, or autonomous.
• Mismatched Mode: interacting as propose but then trying to decision_write (TraceMem may block this or flag it as a violation).
• Inconsistent Intents: Using user.create in one decision and create.user in another. Be consistent.
• Inventing automation modes: The 4 valid modes are fixed. You cannot create custom modes.

Safety Notes

• Policy Triggers: Policies are often attached to specific intents. Using the wrong intent might bypass safety checks or trigger unnecessary alarms.
• Escalation: If you start as autonomous but policy returns requires_exception, you effectively switch to an approval flow. The initial mode was your *desired* mode.