---
artifact_kind: red_flags_learned
required_fields:
  - topic_slug
  - total_flags
topic_slug: ''
total_flags: 0
---

# Red Flags Learned

This file accumulates protocol violations observed during this topic's sessions.
Each entry represents a real instance where the agent bypassed the AITP protocol.
At topic completion, entries are reviewed for inclusion in the global Red Flags table.

## Active Red Flags

| Thought | Reality | Session | Date |
|---------|---------|---------|------|
| (No flags recorded yet) | | | |

## Resolved Red Flags

| Thought | Resolution | Resolved |
|---------|------------|----------|

## Suggested for Global Table

Red Flags from this topic that should be promoted to the global `using-aitp.md` table:
