Lean Philosophy (Principles)#

• Kaizen (改善): This skill is an atomic node, broken down into its simplest, smallest component to eliminate waste and ensure perfection.
• Standardized Work (Hyojun Sagyo): This node represents the most efficient, standardized path for this specific task before automation.
• Jidoka (自働化): This node includes autonomous defect detection. It relies on the CLI's self-healing loop and will report errors if the modification fails.

Gmail Modify Labels#

This skill allows the agent to add or remove labels from an email or thread using the native CLI.

Cognitive Directives#

WHEN [Labels on an email need to be changed, added, or removed] THEN [ Execute the following Jidoka-validated loop:

1. Execute Node: Execute the native terminal command gog gmail messages modify <messageId> ... or equivalent label command.
2. Verification Step (Jidoka): Verify the command returns a successful confirmation. IF it fails or returns an error message, wait 3 seconds and retry (max 3 times). IF it still fails, report the error to the user and STOP. ]

Schema Example#

json

{
  "command": "gog gmail messages modify msg_id_123 --add-label INBOX --remove-label UNREAD --json"
}

Expected Output#

Confirmation that the labels were updated.