Agents with status transparency

Functions

• Summarize operational signals when connected sources exist.
• Propose review hypotheses, not execution orders.
• Explain limits, missing data, and assumptions before any recommendation.

Functions

• Detect incomplete or inconsistent data.
• Prepare content suggestions for review.
• Explain what is missing before publishing or syncing.

Functions

• Prepare draft replies and response criteria.
• Connect questions with policies, catalog, and stock when data exists.
• Mark cases that require review or human intervention.