diff --git a/plugins/agentic-advisor/.claude-plugin/plugin.json b/plugins/agentic-advisor/.claude-plugin/plugin.json
index 9628e90..6825b01 100644
--- a/plugins/agentic-advisor/.claude-plugin/plugin.json
+++ b/plugins/agentic-advisor/.claude-plugin/plugin.json
@@ -1,6 +1,6 @@
 {
   "name": "agentic-advisor",
-  "version": "1.4.2",
+  "version": "1.4.3",
   "description": "Before writing code, grades how fragile the target is from LinearB health signals + local git history (rework, incidents, fix/revert density, code ownership) and holds the agent to a matching effort level (LOW/MEDIUM/HIGH) — lean on calm repos, defensive on fragile ones. Auto-triggers via a bundled hook and can report each effort decision to your LinearB org as usage telemetry.",
   "author": {
     "name": "LinearB",
diff --git a/plugins/agentic-advisor/CHANGELOG.md b/plugins/agentic-advisor/CHANGELOG.md
index afed5d9..34bfe8c 100644
--- a/plugins/agentic-advisor/CHANGELOG.md
+++ b/plugins/agentic-advisor/CHANGELOG.md
@@ -1,5 +1,11 @@
 # Changelog
 
+## [1.4.3] - 2026-10-15
+
+### Fixed
+
+- No more false prompt nudges: "auto-fix" / "auto fix" / "autofix" no longer counts as a code task, and a repo that was already graded and worked on isn't nudged again (another repo in the same session still is).
+
 ## [1.4.2] - 2026-10-15
 
 ### Fixed
diff --git a/plugins/agentic-advisor/hooks/agentic-advisor-trigger.sh b/plugins/agentic-advisor/hooks/agentic-advisor-trigger.sh
index c424221..2b2197a 100755
--- a/plugins/agentic-advisor/hooks/agentic-advisor-trigger.sh
+++ b/plugins/agentic-advisor/hooks/agentic-advisor-trigger.sh
@@ -133,7 +133,7 @@ case "$event" in
     if [ -n "$ticket" ]; then
       # Tier 1: Jira ticket (primary).
       msg="This looks like the start of a repo-scoped code task (Jira ticket ${ticket} referenced). ${guidance}"
-    elif printf '%s' "$prompt" | grep -qiE '\b(fix|fixes|fixing|fixed|implement|implementing|refactor|refactoring|hotfix|bug ?fix|debug|patch|endpoint|migration)\b'; then
+    elif printf '%s' "$prompt" | sed -E 's/[Aa][Uu][Tt][Oo][- ]?[Ff][Ii][Xx]//g' | grep -qiE '\b(fix|fixes|fixing|fixed|implement|implementing|refactor|refactoring|hotfix|bug ?fix|debug|patch|endpoint|migration)\b'; then
       # Tier 2: code-task keywords (fallback for ad-hoc work).
       msg="This looks like a code-writing task. ${guidance}"
     fi
@@ -196,8 +196,16 @@ case "$event" in
     # (missing file path, non-git, missing transcript, or marker write failure).
     git -C "$dir" rev-parse --is-inside-work-tree >/dev/null 2>&1 || exit 0
 
-    # Skill already ran this session -> allow the edit.
-    skill_ran && exit 0
+    # Skill already ran this session -> allow the edit. If a verdict names this repo, mark it handled so later prompts here aren't nudged.
+    if skill_ran; then
+      set_marker "$dir"
+      # The verdict uses the repo's name: check the remote's name and the folder's (clones and worktrees can differ).
+      url="$(git -C "$dir" config --get remote.origin.url 2>/dev/null)"; url="${url%.git}"
+      for name in "${url##*[/:]}" "$(basename "$(git -C "$dir" rev-parse --show-toplevel 2>/dev/null)")"; do
+        [ -n "$name" ] && grep -qF "LinearB: $name " "$transcript" 2>/dev/null && { : > "$marker" 2>/dev/null || true; break; }
+      done
+      exit 0
+    fi
     # Can't read the transcript -> can't confirm skill status -> fail open (allow).
     [ -n "$transcript" ] && [ -f "$transcript" ] || exit 0
 
diff --git a/tests/agentic-advisor/hooks_test.sh b/tests/agentic-advisor/hooks_test.sh
index 99f251c..ccf61de 100755
--- a/tests/agentic-advisor/hooks_test.sh
+++ b/tests/agentic-advisor/hooks_test.sh
@@ -53,6 +53,7 @@ reminded() { [ "$rc" -eq 0 ] && jq -e '(.hookSpecificOutput.permissionDecision =
 denied()  { [ "$rc" -eq 0 ] && jq -e '.hookSpecificOutput.permissionDecision == "deny"' <<<"$out" >/dev/null; }
 add_skill()   { printf '%s\n' '{"timestamp":"2026-01-01T00:00:00Z","message":{"role":"assistant","model":"m","usage":{"output_tokens":10},"content":[{"type":"tool_use","name":"Skill","input":{"skill":"agentic-advisor:agentic-advisor"}}]}}' >> "$TRANSCRIPT"; }
 add_verdict() { printf '%s\n' '{"timestamp":"2026-01-01T00:00:05Z","message":{"role":"assistant","model":"m","usage":{"output_tokens":20},"content":[{"type":"text","text":"> LinearB: widgets — MEDIUM effort (rework 6.5%) — focused diff."}]}}' >> "$TRANSCRIPT"; }
+add_verdict_for() { printf '{"message":{"role":"assistant","content":[{"type":"text","text":"> LinearB: %s — MEDIUM effort (x) — y."}]}}\n' "$1" >> "$TRANSCRIPT"; }
 # Reporter posts from a detached subshell; wait briefly for the stub to record calls.
 ncalls() { find "$T/curl" -type f | wc -l | tr -d ' '; }
 await_calls() { local _; for _ in 1 2 3 4 5 6 7 8 9 10; do [ "$(ncalls)" -ge "$1" ] && return; sleep 0.2; done; }
@@ -74,6 +75,36 @@ teardown
 setup
 run "$TRIGGER" UserPromptSubmit "$(prompt 'what time is it?')"
 check "trigger: non-code prompt is silent" silent
+run "$TRIGGER" UserPromptSubmit "$(prompt 'turn on Auto-fix for the PR')"
+check "trigger: 'auto-fix' is not a code task" silent
+run "$TRIGGER" UserPromptSubmit "$(prompt 'turn on auto fix')"
+check "trigger: 'auto fix' is not a code task" silent
+run "$TRIGGER" UserPromptSubmit "$(prompt 'turn on autofix and fix the login bug')"
+check "trigger: a real fix next to autofix still nudges" nudged
+teardown
+
+setup
+add_skill; add_verdict_for other-repo
+run "$TRIGGER" PreToolUse "$(tool Edit app.js)"
+run "$TRIGGER" UserPromptSubmit "$(prompt 'fix the login bug')"
+check "trigger: an edit in a repo the verdict didn't name doesn't mark it handled" nudged
+teardown
+
+setup
+add_skill; add_verdict_for widgets
+run "$TRIGGER" PreToolUse "$(tool Edit app.js)"
+run "$TRIGGER" UserPromptSubmit "$(prompt 'fix the login bug')"
+check "trigger: a verdict naming the remote repo (folder named differently) marks it handled" silent
+teardown
+
+setup
+add_skill; add_verdict_for repo
+run "$TRIGGER" PreToolUse "$(tool Edit app.js)"
+run "$TRIGGER" UserPromptSubmit "$(prompt 'fix the login bug')"
+check "trigger: no nudge in a repo already graded and worked on" silent
+REPO2="$T/repo2"; git init -q "$REPO2"
+out="$(printf '{"hook_event_name":"UserPromptSubmit","session_id":"s1","cwd":"%s","transcript_path":"%s","prompt":"fix the login bug"}' "$REPO2" "$TRANSCRIPT" | "$TRIGGER")"; rc=$?
+check "trigger: a second repo still nudges after the skill ran" nudged
 teardown
 
 for v in 0 false OFF no; do