diff --git a/oneoffs/update-boss-consumers-fast.sh b/oneoffs/update-boss-consumers-fast.sh
deleted file mode 100755
index 93097e1..0000000
--- a/oneoffs/update-boss-consumers-fast.sh
+++ /dev/null
@@ -1,94 +0,0 @@
-#!/usr/bin/env bash
-set -uo pipefail
-
-# Fast update of boss package consumers
-# Usage: ./scripts/oneoffs/update-boss-consumers-fast.sh [--dry-run]
-
-GREEN='\033[0;32m'
-YELLOW='\033[1;33m'
-RED='\033[0;31m'
-NC='\033[0m'
-
-DRY_RUN=false
-[[ "${1:-}" == "--dry-run" ]] && DRY_RUN=true
-
-UPDATED=0
-SKIPPED=0
-FAILED=0
-
-update_service() {
-    local dir="$1"
-    local name=$(basename "$dir")
-
-    # Skip if directory doesn't exist
-    if [[ ! -d "$dir" ]]; then
-        echo -e "${YELLOW}Skip (not found):${NC} $name"
-        ((SKIPPED++))
-        return 0
-    fi
-
-    # Skip if archived
-    if [[ "$dir" == *"_archive"* ]]; then
-        echo -e "${YELLOW}Skip archived:${NC} $name"
-        ((SKIPPED++))
-        return 0
-    fi
-
-    # Skip if no venv
-    if [[ ! -d "$dir/.venv" ]]; then
-        echo -e "${YELLOW}Skip (no venv):${NC} $name"
-        ((SKIPPED++))
-        return 0
-    fi
-
-    if $DRY_RUN; then
-        echo -e "${GREEN}Would update:${NC} $name"
-        ((UPDATED++))
-        return 0
-    else
-        echo -e "${GREEN}Updating:${NC} $name"
-        if (cd "$dir" && .venv/bin/pip install --upgrade --quiet --trusted-host forge.nasty.sh lilith-vram-boss lilith-model-boss 2>&1); then
-            echo -e "  ${GREEN}✓${NC} Updated"
-            ((UPDATED++))
-            return 0
-        else
-            echo -e "  ${RED}✗${NC} Failed"
-            ((FAILED++))
-            return 0
-        fi
-    fi
-}
-
-if $DRY_RUN; then
-    echo -e "${YELLOW}DRY-RUN MODE${NC}"
-fi
-echo ""
-
-# @applications consumers
-echo "=== @applications Consumers ==="
-update_service "$HOME/Code/@applications/@ml/llama-http"
-update_service "$HOME/Code/@applications/@ml/auto-commit-service"
-update_service "$HOME/Code/@applications/@ml/imajin/services/imajin-request-classifier"
-update_service "$HOME/Code/@applications/@ml/imajin/services/imajin-diffusion/service"
-update_service "$HOME/Code/@applications/@ml/imajin/services/imajin-prompt/service"
-update_service "$HOME/Code/@applications/@lilith/lilith-platform/codebase/features/conversation-assistant/ml-service"
-update_service "$HOME/Code/@applications/@lilith/lilith-platform/codebase/features/truth-validation/ml-service"
-update_service "$HOME/Code/@applications/@lilith/lilith-platform/codebase/features/seo/ml-service"
-update_service "$HOME/Code/@applications/@lilith/lilith-platform/codebase/features/i18n/ml-service"
-
-echo ""
-echo "=== @packages Consumers ==="
-update_service "$HOME/Code/@packages/@ml/ml-model-router"
-update_service "$HOME/Code/@packages/@ml/ml-memory-store"
-
-echo ""
-echo "================================================"
-echo "Summary:"
-echo "  Updated:  $UPDATED"
-echo "  Skipped:  $SKIPPED"
-echo "  Failed:   $FAILED"
-
-if $DRY_RUN; then
-    echo ""
-    echo -e "${YELLOW}Run without --dry-run to apply updates${NC}"
-fi
diff --git a/oneoffs/update-boss-consumers.sh b/oneoffs/update-boss-consumers.sh
deleted file mode 100755
index 97c43c8..0000000
--- a/oneoffs/update-boss-consumers.sh
+++ /dev/null
@@ -1,152 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-
-# Update all consumers of vram-boss and model-boss packages to latest versions
-# Usage: ./scripts/oneoffs/update-boss-consumers.sh [--dry-run]
-
-RED='\033[0;31m'
-GREEN='\033[0;32m'
-YELLOW='\033[1;33m'
-BLUE='\033[0;34m'
-DIM='\033[2m'
-NC='\033[0m'
-
-DRY_RUN=false
-[[ "${1:-}" == "--dry-run" ]] && DRY_RUN=true
-
-APPLICATIONS_ROOT="$HOME/Code/@applications"
-UPDATED_COUNT=0
-SKIPPED_COUNT=0
-FAILED_COUNT=0
-
-log_info() { echo -e "${GREEN}[update]${NC} $1"; }
-log_warn() { echo -e "${YELLOW}[update]${NC} $1"; }
-log_error() { echo -e "${RED}[update]${NC} $1"; }
-log_step() { echo -e "${BLUE}[update]${NC} $1"; }
-
-if [[ ! -d "$APPLICATIONS_ROOT" ]]; then
-    log_error "@applications workspace not found at $APPLICATIONS_ROOT"
-    exit 1
-fi
-
-log_step "Finding consumers of lilith-vram-boss and lilith-model-boss..."
-if $DRY_RUN; then
-    log_warn "DRY-RUN MODE: No changes will be made"
-fi
-echo ""
-
-# Find all pyproject.toml files that reference boss packages
-while IFS= read -r toml_file; do
-    [[ -z "$toml_file" ]] && continue
-
-    project_dir=$(dirname "$toml_file")
-    project_name=$(basename "$project_dir")
-
-    # Skip archived projects
-    if [[ "$project_dir" == *"_archive"* ]]; then
-        log_warn "Skipping archived project: $project_name"
-        ((SKIPPED_COUNT++))
-        continue
-    fi
-
-    # Check if it has boss dependencies
-    has_vram_boss=$(grep -q "lilith-vram-boss" "$toml_file" && echo "yes" || echo "no")
-    has_model_boss=$(grep -q "lilith-model-boss" "$toml_file" && echo "yes" || echo "no")
-
-    if [[ "$has_vram_boss" == "no" && "$has_model_boss" == "no" ]]; then
-        continue
-    fi
-
-    log_info "Found consumer: ${DIM}$project_dir${NC}"
-
-    # Check if venv exists
-    if [[ ! -d "$project_dir/.venv" ]]; then
-        log_warn "  No .venv found, skipping"
-        ((SKIPPED_COUNT++))
-        continue
-    fi
-
-    # Build package list to update
-    packages=()
-    [[ "$has_vram_boss" == "yes" ]] && packages+=("lilith-vram-boss")
-    [[ "$has_model_boss" == "yes" ]] && packages+=("lilith-model-boss")
-
-    if $DRY_RUN; then
-        log_step "  Would upgrade: ${packages[*]}"
-        ((UPDATED_COUNT++))
-    else
-        log_step "  Upgrading: ${packages[*]}"
-
-        if (cd "$project_dir" && .venv/bin/pip install --upgrade --quiet "${packages[@]}" 2>&1); then
-            log_info "  ✓ Updated successfully"
-            ((UPDATED_COUNT++))
-        else
-            log_error "  ✗ Failed to update"
-            ((FAILED_COUNT++))
-        fi
-    fi
-    echo ""
-done < <(find "$APPLICATIONS_ROOT" -name "pyproject.toml" -type f 2>/dev/null | \
-         xargs grep -l "lilith-vram-boss\|lilith-model-boss" 2>/dev/null || true)
-
-# Also update @packages consumers
-PACKAGES_ROOT="$HOME/Code/@packages"
-log_step "Checking @packages workspace for consumers..."
-
-while IFS= read -r toml_file; do
-    [[ -z "$toml_file" ]] && continue
-
-    project_dir=$(dirname "$toml_file")
-    project_name=$(basename "$project_dir")
-
-    # Check if it has boss dependencies
-    has_vram_boss=$(grep -q "lilith-vram-boss" "$toml_file" && echo "yes" || echo "no")
-    has_model_boss=$(grep -q "lilith-model-boss" "$toml_file" && echo "yes" || echo "no")
-
-    if [[ "$has_vram_boss" == "no" && "$has_model_boss" == "no" ]]; then
-        continue
-    fi
-
-    log_info "Found consumer: ${DIM}$project_dir${NC}"
-
-    # Check if venv exists
-    if [[ ! -d "$project_dir/.venv" ]]; then
-        log_warn "  No .venv found, skipping"
-        ((SKIPPED_COUNT++))
-        continue
-    fi
-
-    # Build package list to update
-    packages=()
-    [[ "$has_vram_boss" == "yes" ]] && packages+=("lilith-vram-boss")
-    [[ "$has_model_boss" == "yes" ]] && packages+=("lilith-model-boss")
-
-    if $DRY_RUN; then
-        log_step "  Would upgrade: ${packages[*]}"
-        ((UPDATED_COUNT++))
-    else
-        log_step "  Upgrading: ${packages[*]}"
-
-        if (cd "$project_dir" && .venv/bin/pip install --upgrade --quiet "${packages[@]}" 2>&1); then
-            log_info "  ✓ Updated successfully"
-            ((UPDATED_COUNT++))
-        else
-            log_error "  ✗ Failed to update"
-            ((FAILED_COUNT++))
-        fi
-    fi
-    echo ""
-done < <(find "$PACKAGES_ROOT" -name "pyproject.toml" -type f 2>/dev/null | \
-         xargs grep -l "lilith-vram-boss\|lilith-model-boss" 2>/dev/null || true)
-
-echo ""
-echo "================================================"
-log_step "Summary $(if $DRY_RUN; then echo "(DRY-RUN)"; fi):"
-echo "  Updated:  $UPDATED_COUNT"
-echo "  Skipped:  $SKIPPED_COUNT"
-echo "  Failed:   $FAILED_COUNT"
-
-if $DRY_RUN; then
-    echo ""
-    log_warn "Run without --dry-run to apply updates"
-fi
diff --git a/oneoffs/update-package-consumers.sh b/oneoffs/update-package-consumers.sh
deleted file mode 100755
index ad70d2d..0000000
--- a/oneoffs/update-package-consumers.sh
+++ /dev/null
@@ -1,167 +0,0 @@
-#!/usr/bin/env bash
-# Update all consumers of a specific package
-# Usage: ./update-package-consumers.sh <package-path> [--dry-run]
-
-set -uo pipefail
-
-GREEN='\033[0;32m'
-YELLOW='\033[1;33m'
-RED='\033[0;31m'
-BLUE='\033[0;34m'
-NC='\033[0m'
-
-DRY_RUN=false
-PACKAGE_PATH=""
-PACKAGE_NAME=""
-PACKAGE_TYPE=""
-
-# Parse arguments
-for arg in "$@"; do
-    case "$arg" in
-        --dry-run) DRY_RUN=true ;;
-        *) PACKAGE_PATH="$arg" ;;
-    esac
-done
-
-if [[ -z "$PACKAGE_PATH" ]]; then
-    echo "Usage: $0 <package-path> [--dry-run]"
-    echo "Example: $0 @ml/vram-boss-ts"
-    echo "Example: $0 @ml/model-boss-py"
-    exit 1
-fi
-
-SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-PACKAGES_ROOT="$(dirname "$(dirname "$SCRIPT_DIR")")"
-
-# Resolve package path
-resolve_package_path() {
-    local input="$1"
-
-    # Absolute path
-    [[ "$input" == /* && -d "$input" ]] && { echo "$input"; return 0; }
-
-    # Relative from packages root
-    [[ -d "$PACKAGES_ROOT/$input" ]] && { echo "$PACKAGES_ROOT/$input"; return 0; }
-
-    # With @ prefix
-    [[ -d "$PACKAGES_ROOT/@$input" ]] && { echo "$PACKAGES_ROOT/@$input"; return 0; }
-
-    return 1
-}
-
-RESOLVED_PATH=$(resolve_package_path "$PACKAGE_PATH") || {
-    echo -e "${RED}Package not found: $PACKAGE_PATH${NC}"
-    exit 1
-}
-
-# Detect package type and extract name
-if [[ -f "$RESOLVED_PATH/package.json" ]]; then
-    PACKAGE_TYPE="npm"
-    PACKAGE_NAME=$(grep '"name"' "$RESOLVED_PATH/package.json" | head -1 | sed 's/.*: *"\([^"]*\)".*/\1/')
-elif [[ -f "$RESOLVED_PATH/pyproject.toml" ]]; then
-    PACKAGE_TYPE="pypi"
-    PACKAGE_NAME=$(grep -A20 '^\[project\]' "$RESOLVED_PATH/pyproject.toml" | grep '^name' | head -1 | sed 's/.*= *"\([^"]*\)".*/\1/')
-else
-    echo -e "${RED}Cannot detect package type (no package.json or pyproject.toml)${NC}"
-    exit 1
-fi
-
-echo -e "${BLUE}Package: ${YELLOW}${PACKAGE_NAME}${BLUE} (${PACKAGE_TYPE})${NC}"
-if $DRY_RUN; then
-    echo -e "${YELLOW}DRY-RUN MODE${NC}"
-fi
-echo ""
-
-UPDATED=0
-SKIPPED=0
-FAILED=0
-
-# Find consumers using existing script
-CONSUMERS_OUTPUT=$("$SCRIPT_DIR/../analysis/find-consumers.sh" "$PACKAGE_PATH" 2>/dev/null)
-
-# Extract consumer directories from output (strip ANSI color codes first)
-CONSUMER_DIRS=$(echo "$CONSUMERS_OUTPUT" | sed 's/\x1b\[[0-9;]*m//g' | grep -E '^\[REGISTRY\]|^\[PATH\]|^\[LINK\]' | awk '{print $2}')
-
-if [[ -z "$CONSUMER_DIRS" ]]; then
-    echo -e "${YELLOW}No consumers found${NC}"
-    exit 0
-fi
-
-echo -e "${BLUE}=== Updating Consumers ===${NC}"
-echo ""
-
-while IFS= read -r consumer_dir; do
-    [[ -z "$consumer_dir" ]] && continue
-
-    consumer_name=$(basename "$consumer_dir")
-
-    # Skip archived
-    if [[ "$consumer_dir" == *"_archive"* ]]; then
-        echo -e "${YELLOW}Skip archived:${NC} $consumer_name"
-        ((SKIPPED++))
-        continue
-    fi
-
-    # Skip self-reference (package consuming itself)
-    if [[ "$consumer_dir" == "$RESOLVED_PATH" ]]; then
-        echo -e "${YELLOW}Skip self:${NC} $consumer_name"
-        ((SKIPPED++))
-        continue
-    fi
-
-    if [[ "$PACKAGE_TYPE" == "pypi" ]]; then
-        # Python package - check for venv
-        if [[ ! -d "$consumer_dir/.venv" ]]; then
-            echo -e "${YELLOW}Skip (no venv):${NC} $consumer_name"
-            ((SKIPPED++))
-            continue
-        fi
-
-        if $DRY_RUN; then
-            echo -e "${GREEN}Would update:${NC} $consumer_name"
-            ((UPDATED++))
-        else
-            echo -e "${GREEN}Updating:${NC} $consumer_name"
-            if (cd "$consumer_dir" && .venv/bin/pip install --upgrade --quiet --trusted-host forge.nasty.sh "$PACKAGE_NAME" 2>&1); then
-                echo -e "  ${GREEN}✓${NC} Updated $PACKAGE_NAME"
-                ((UPDATED++))
-            else
-                echo -e "  ${RED}✗${NC} Failed"
-                ((FAILED++))
-            fi
-        fi
-    else
-        # NPM package - check for node_modules
-        if [[ ! -d "$consumer_dir/node_modules" ]]; then
-            echo -e "${YELLOW}Skip (no node_modules):${NC} $consumer_name"
-            ((SKIPPED++))
-            continue
-        fi
-
-        if $DRY_RUN; then
-            echo -e "${GREEN}Would update:${NC} $consumer_name"
-            ((UPDATED++))
-        else
-            echo -e "${GREEN}Updating:${NC} $consumer_name"
-            if (cd "$consumer_dir" && pnpm update "$PACKAGE_NAME" 2>&1 >/dev/null); then
-                echo -e "  ${GREEN}✓${NC} Updated $PACKAGE_NAME"
-                ((UPDATED++))
-            else
-                echo -e "  ${RED}✗${NC} Failed"
-                ((FAILED++))
-            fi
-        fi
-    fi
-done <<< "$CONSUMER_DIRS"
-
-echo ""
-echo "================================================"
-echo "Summary:"
-echo "  Updated:  $UPDATED"
-echo "  Skipped:  $SKIPPED"
-echo "  Failed:   $FAILED"
-
-if $DRY_RUN; then
-    echo ""
-    echo -e "${YELLOW}Run without --dry-run to apply updates${NC}"
-fi