diff --git a/.claude/helpers/foxhunt-audit-router.sh b/.claude/helpers/foxhunt-audit-router.sh
new file mode 100755
index 000000000..8ce848878
--- /dev/null
+++ b/.claude/helpers/foxhunt-audit-router.sh
@@ -0,0 +1,86 @@
+#!/usr/bin/env bash
+# foxhunt-audit-router.sh
+#
+# PostToolUse hook router. Reads Claude Code tool-input JSON from stdin,
+# inspects the file path being edited, and emits at most one one-line hint
+# to stdout suggesting which foxhunt-* auditor agents to dispatch.
+#
+# Contract:
+#  - Completes in <200 ms.
+#  - Never spawns agents itself.
+#  - Always exits 0 (never blocks).
+#  - One suggestion per (path, agent) per session, tracked in
+#    .claude/.foxhunt-audit-state (gitignored, cleared at SessionStart).
+
+set -u  # not -e; we want to exit 0 even on errors
+
+STATE_FILE="${CLAUDE_PROJECT_DIR:-.}/.claude/.foxhunt-audit-state"
+mkdir -p "$(dirname "$STATE_FILE")" 2>/dev/null || exit 0
+touch "$STATE_FILE" 2>/dev/null || exit 0
+
+# Read tool input from stdin; bail if not JSON or no file_path
+INPUT="$(cat 2>/dev/null || true)"
+[ -z "$INPUT" ] && exit 0
+
+# Extract file path. Claude Code sends keys like "tool_input": {"file_path": "..."}
+# Be lenient: try multiple JSON shapes via grep/sed (avoid jq dep).
+PATH_FOUND="$(printf '%s' "$INPUT" | grep -oE '"file_path"[[:space:]]*:[[:space:]]*"[^"]+"' | head -1 | sed -E 's/.*"file_path"[[:space:]]*:[[:space:]]*"([^"]+)".*/\1/')"
+[ -z "$PATH_FOUND" ] && exit 0
+
+# Make path repo-relative if absolute
+REPO_ROOT="${CLAUDE_PROJECT_DIR:-$(pwd)}"
+case "$PATH_FOUND" in
+  "$REPO_ROOT"/*) REL="${PATH_FOUND#$REPO_ROOT/}" ;;
+  /*)             REL="$PATH_FOUND" ;;
+  *)              REL="$PATH_FOUND" ;;
+esac
+
+# Routing table: build SUGGEST list of agent names
+SUGGEST=()
+case "$REL" in
+  *.cu)                                  SUGGEST+=("gpu-contract-auditor") ;;
+  *cuda/*.rs|*/cuda/*)                   SUGGEST+=("gpu-contract-auditor") ;;
+  crates/*/build.rs)                     SUGGEST+=("gpu-contract-auditor") ;;
+esac
+case "$REL" in
+  */experience_kernels.cu|*reward*.rs|*reward*.cu|*controller*.rs|*trader_*.rs)
+    SUGGEST+=("reward-controller-auditor") ;;
+esac
+case "$REL" in
+  *sp*_isv_slots.rs)                     SUGGEST+=("isv-discipline-auditor") ;;
+  crates/ml-*/*.rs|crates/ml-*/**/*.rs)  SUGGEST+=("isv-discipline-auditor") ;;
+esac
+case "$REL" in
+  docs/superpowers/specs/*.md|docs/plans/*.md)
+    SUGGEST+=("sp-critical-reviewer") ;;
+esac
+case "$REL" in
+  MEMORY.md|*memory/pearl_*.md|*memory/feedback_*.md)
+    SUGGEST+=("memory-curator") ;;
+esac
+# Default for any rust file in crates/ services/ bin/ that didn't match above
+case "$REL" in
+  crates/*.rs|crates/**/*.rs|services/*.rs|services/**/*.rs|bin/*.rs|bin/**/*.rs)
+    # Add code-hygiene unconditionally for Rust source
+    SUGGEST+=("code-hygiene-auditor") ;;
+esac
+
+[ "${#SUGGEST[@]}" -eq 0 ] && exit 0
+
+# Dedupe SUGGEST and filter against state file (one suggestion per (path, agent) per session)
+EMIT=()
+for AGENT in "${SUGGEST[@]}"; do
+  KEY="$REL|$AGENT"
+  if ! grep -Fxq "$KEY" "$STATE_FILE" 2>/dev/null; then
+    echo "$KEY" >> "$STATE_FILE"
+    # Dedupe within this invocation too
+    case " ${EMIT[*]:-} " in *" $AGENT "*) ;; *) EMIT+=("$AGENT") ;; esac
+  fi
+done
+
+[ "${#EMIT[@]}" -eq 0 ] && exit 0
+
+# Emit single-line hint, prefixed for grep
+JOINED="$(printf '%s, ' "${EMIT[@]}")"; JOINED="${JOINED%, }"
+echo "[foxhunt-audit] $REL — suggest: $JOINED"
+exit 0
diff --git a/.claude/helpers/foxhunt-audit-session-start.sh b/.claude/helpers/foxhunt-audit-session-start.sh
new file mode 100755
index 000000000..3f13ad6a9
--- /dev/null
+++ b/.claude/helpers/foxhunt-audit-session-start.sh
@@ -0,0 +1,5 @@
+#!/usr/bin/env bash
+# Clear foxhunt-audit dedup state at session start.
+STATE_FILE="${CLAUDE_PROJECT_DIR:-.}/.claude/.foxhunt-audit-state"
+: > "$STATE_FILE" 2>/dev/null || true
+exit 0
diff --git a/.claude/settings.json b/.claude/settings.json
index 99423beb4..0ac0e1de8 100644
--- a/.claude/settings.json
+++ b/.claude/settings.json
@@ -21,6 +21,15 @@
             "timeout": 15
           }
         ]
+      },
+      {
+        "hooks": [
+          {
+            "type": "command",
+            "command": "bash \"$CLAUDE_PROJECT_DIR/.claude/helpers/foxhunt-audit-session-start.sh\"",
+            "timeout": 5
+          }
+        ]
       }
     ],
     "SessionEnd": [
@@ -33,6 +42,18 @@
           }
         ]
       }
+    ],
+    "PostToolUse": [
+      {
+        "matcher": "Edit|Write|MultiEdit",
+        "hooks": [
+          {
+            "type": "command",
+            "command": "bash \"$CLAUDE_PROJECT_DIR/.claude/helpers/foxhunt-audit-router.sh\"",
+            "timeout": 2
+          }
+        ]
+      }
     ]
   },
 "permissions": {
diff --git a/.gitignore b/.gitignore
index cb44aa089..22c61a293 100644
--- a/.gitignore
+++ b/.gitignore
@@ -191,3 +191,6 @@ services/*/load_tests/*.json
 !services/*/load_tests/package.json
 .playwright-mcp/
 crates/ml/ml/
+
+# Foxhunt audit hook dedup state (cleared at SessionStart)
+.claude/.foxhunt-audit-state