diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7997c9251..e74fd968a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,8 @@ The format follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
 
 ### Changed
 
+- Fixed stale `AUTO-BUG-POOL` tracking prefix references in automation-tracking.md documentation, replaced with correct `AUTO-BUG-SUP` prefix used by the bug-hunt-pool-supervisor agent (#7875).
+
 - **`agents session list` now displays full 26-character session ULIDs** (#10970): The Rich table
   and Summary panel ("Most Recent" / "Oldest") previously showed only the first 8 characters of
   each session ULID. This made the output unusable for copy-paste into `session tell`,
diff --git a/docs/development/automation-tracking.md b/docs/development/automation-tracking.md
index d8b6248cc..bac31fcea 100644
--- a/docs/development/automation-tracking.md
+++ b/docs/development/automation-tracking.md
@@ -61,7 +61,7 @@ All prefixes are registered in the `automation-tracking-manager` subagent, which
 | uat-test-pool-supervisor | `AUTO-UAT-POOL` | `[AUTO-UAT-POOL] UAT Status (Cycle 6)` |
 | project-owner-pool-supervisor | `AUTO-PROJ-OWN` | `[AUTO-PROJ-OWN] Project Status (Cycle 11)` |
 | agent-evolution-pool-supervisor | `AUTO-EVLV` | `[AUTO-EVLV] Agent Evolution Report (Cycle 10)` |
-| bug-hunt-pool-supervisor | `AUTO-BUG-POOL` | `[AUTO-BUG-POOL] Bug Detection Pool Status (Cycle 60)` |
+| bug-hunt-pool-supervisor | `AUTO-BUG-SUP` | `[AUTO-BUG-SUP] Bug Hunt Status (Cycle 25)` |
 | spec-update-pool-supervisor | `AUTO-SPEC` | `[AUTO-SPEC] Specification Update Report (Cycle 1)` |
 | test-infra-pool-supervisor | `AUTO-INF-POOL` | `[AUTO-INF-POOL] Infrastructure Analysis Report (Cycle 2)` |
 | epic-planner | `AUTO-EPIC` | `[AUTO-EPIC] Epic Planning Update (Cycle 9)` |
@@ -394,7 +394,7 @@ label:"Automation Tracking" [AUTO-UAT-POOL] in:title
 label:"Automation Tracking" [AUTO-PROJ-OWN] in:title
 label:"Automation Tracking" [AUTO-EVLV] in:title
 label:"Automation Tracking" [AUTO-EPIC] in:title
-label:"Automation Tracking" [AUTO-BUG-POOL] in:title
+label:"Automation Tracking" [AUTO-BUG-SUP] in:title
 label:"Automation Tracking" [AUTO-SPEC] in:title
 label:"Automation Tracking" [AUTO-INF-POOL] in:title
 ```