diff --git a/data/repository/default_ruleset.json b/data/repository/default_ruleset.json
deleted file mode 100644
index a50857f..0000000
--- a/data/repository/default_ruleset.json
+++ /dev/null
@@ -1,45 +0,0 @@
-{
-  "name": "main",
-  "target": "branch",
-  "enforcement": "active",
-  "bypass_actors": [
-    {
-      "actor_id": 5,
-      "actor_type": "RepositoryRole",
-      "bypass_mode": "pull_request"
-    }
-  ],
-  "conditions": {
-    "ref_name": {
-      "include": [
-        "~DEFAULT_BRANCH"
-      ],
-      "exclude": []
-    }
-  },
-  "rules": [
-    {
-      "type": "deletion"
-    },
-    {
-      "type": "non_fast_forward"
-    },
-    {
-      "type": "required_signatures"
-    },
-    {
-      "type": "pull_request",
-      "parameters": {
-        "required_approving_review_count": 1,
-        "dismiss_stale_reviews_on_push": false,
-        "required_reviewers": [],
-        "require_code_owner_review": false,
-        "require_last_push_approval": false,
-        "required_review_thread_resolution": false,
-        "allowed_merge_methods": [
-          "squash"
-        ]
-      }
-    }
-  ]
-}
\ No newline at end of file
diff --git a/register-snap.sh b/register-snap.sh
deleted file mode 100755
index 0d4f607..0000000
--- a/register-snap.sh
+++ /dev/null
@@ -1,183 +0,0 @@
-#!/bin/bash
-
-set -euo pipefail
-
-CLI_TOOL="${CLI_TOOL:-snapcraft}"
-
-snap_name=""
-visibility=""
-assume_yes=false
-dry_run=false
-
-print_cmd() {
-    printf "+ "
-    printf "%q " "$@"
-    printf "\n"
-}
-
-sc_cmd() {
-    if [[ "$dry_run" == true ]]; then
-        print_cmd "$CLI_TOOL" "$@"
-    else
-        "$CLI_TOOL" "$@"
-    fi
-}
-
-fail() {
-    echo "Error: $1" >&2
-    exit 1
-}
-
-validate_snap_name() {
-    local value="$1"
-
-    if [[ ! "$value" =~ ^[a-z0-9]+(-[a-z0-9]+)*$ ]]; then
-        fail "invalid snap name '$value'. Expected lowercase letters, digits, and single dashes only."
-    fi
-}
-
-usage() {
-    cat <<EOF
-Usage: $0 --snap <snap_name> --visibility <value> [options]
-
-Register a snap in the store.
-
-Required arguments:
-  --snap <snap_name>            Snap name to register.
-  --visibility <value>          Snap visibility: public or private
-
-Optional arguments:
-  --assume-yes                  Skip confirmation prompt.
-  --dry-run                     Print commands without executing them.
-  -h, --help                    Show this help message and exit.
-
-Environment overrides:
-  CLI_TOOL                      Path to the CLI binary to use (default: snapcraft).
-
-Examples:
-  $0 --snap deepseek-r1 --visibility private
-  $0 --snap deepseek-r1 --visibility public
-EOF
-}
-
-ask_yes_no() {
-    if [[ "$assume_yes" == true ]]; then
-        return 0
-    fi
-
-    if ! read -r -p "$1 [y/N] " response; then
-        return 1
-    fi
-
-    case "$response" in
-        [yY][eE][sS]|[yY])
-            return 0
-            ;;
-        *)
-            return 1
-            ;;
-    esac
-}
-
-parse_args() {
-    while [[ $# -gt 0 ]]; do
-        case "$1" in
-            --snap)
-                [[ $# -ge 2 ]] || fail "--snap requires a value"
-                snap_name="$2"
-                shift 2
-                ;;
-            --visibility)
-                [[ $# -ge 2 ]] || fail "--visibility requires a value"
-                visibility="$2"
-                shift 2
-                ;;
-            --assume-yes)
-                assume_yes=true
-                shift
-                ;;
-            --dry-run)
-                dry_run=true
-                shift
-                ;;
-            -h|--help)
-                usage
-                exit 0
-                ;;
-            *)
-                fail "unknown argument '$1'"
-                ;;
-        esac
-    done
-}
-
-validate_inputs() {
-    [[ -n "$snap_name" ]] || fail "--snap is required"
-    [[ -n "$visibility" ]] || fail "--visibility is required"
-
-    validate_snap_name "$snap_name"
-
-    case "$visibility" in
-        public|private)
-            ;;
-        *)
-            fail "invalid visibility '$visibility'. Expected 'public' or 'private'."
-            ;;
-    esac
-}
-
-ensure_snapcraft_available() {
-    if ! command -v "$CLI_TOOL" >/dev/null 2>&1; then
-        fail "'$CLI_TOOL' was not found. Install snapcraft by running: 'sudo snap install snapcraft --classic'"
-    fi
-}
-
-ensure_snapcraft_logged_in() {
-    if [[ "$dry_run" == true ]]; then
-        echo "Dry run: skipping login status check."
-        return 0
-    fi
-
-    if ! "$CLI_TOOL" whoami >/dev/null 2>&1; then
-        fail "Snapcraft is not logged in. Run '$CLI_TOOL login' and retry."
-    fi
-}
-
-register_snap() {
-    local register_args=(register "$snap_name" --yes)
-
-    if [[ "$visibility" == "private" ]]; then
-        register_args+=("--private")
-    fi
-
-    echo "Registering snap '$snap_name' with visibility '$visibility'..."
-    sc_cmd "${register_args[@]}"
-}
-
-main() {
-    parse_args "$@"
-    validate_inputs
-
-    ensure_snapcraft_available
-    ensure_snapcraft_logged_in
-
-    echo ""
-    echo "The following setup will be applied:"
-    echo "  - Snap name: $snap_name"
-    echo "  - Visibility: $visibility"
-    echo ""
-
-    if ! ask_yes_no "Continue?"; then
-        echo "Aborting."
-        exit 0
-    fi
-
-    register_snap
-
-    echo ""
-    echo "Snapcraft dashboard:  https://dashboard.snapcraft.io/snaps/$snap_name"
-}
-
-main "$@"
-
-
diff --git a/setup-repo.sh b/setup-repo.sh
deleted file mode 100755
index 593e1b1..0000000
--- a/setup-repo.sh
+++ /dev/null
@@ -1,402 +0,0 @@
-#!/bin/bash
-
-set -euo pipefail
-
-# Configuration variables
-CLI_TOOL="${CLI_TOOL:-gh}"
-
-# Global variables
-model_name=""
-snap_name=""
-repo_name=""
-repo_owner=""
-team_slug=""
-visibility=""
-ruleset_file=""
-modify_existing_repo=false
-dry_run=false
-assume_yes=false
-debug=false
-
-print_cmd() {
-    printf "+ "
-    printf "%q " "$@"
-    printf "\n"
-}
-
-gh_cmd() {
-    if [[ "$dry_run" == true ]]; then
-        print_cmd "$CLI_TOOL" "$@"
-    else
-        "$CLI_TOOL" "$@"
-    fi
-}
-
-gh_api_json() {
-    local method="$1"
-    local endpoint="$2"
-    local payload="$3"
-    local response=""
-    local exit_code=0
-
-    if [[ "$dry_run" == true ]]; then
-        print_cmd "$CLI_TOOL" api --method "$method" "$endpoint" --input -
-        printf "%s\n" "$payload"
-    else
-        # Keep successful calls quiet, but print API output when a call fails.
-        response="$(printf "%s\n" "$payload" | "$CLI_TOOL" api --method "$method" "$endpoint" --input - 2>&1)" || exit_code=$?
-        if [[ "$exit_code" -ne 0 || "$debug" == true ]]; then
-            if [[ -n "$response" ]]; then
-                printf "%s\n" "$response" >&2
-            fi
-            return "$exit_code"
-        fi
-    fi
-}
-
-ask_yes_no() {
-    if [[ "$assume_yes" == true ]]; then
-        return 0
-    fi
-
-    read -r -p "$1 [y/N] " response
-    case "$response" in
-        [yY][eE][sS]|[yY])
-            return 0
-            ;;
-        *)
-            return 1
-            ;;
-    esac
-}
-
-print_help() {
-    cat <<EOF
-Usage: $0 --model <model_name> --snap <snap_name> --visibility <public|private|internal> --owner <owner> [options]
-
-Create and configure a new inference snap repository.
-
-Required arguments:
-  --model <model_name>      Model name used in the repository description.
-  --snap <snap_name>        Snap store name. Must be lowercase and contain only
-                            letters, digits, and single dashes.
-  --visibility <visibility> Repository visibility: public, private, or internal.
-  --owner <owner>           Repository owner (user or organization).
-
-Optional arguments:
-  --add-team <team_slug>    Add a team with direct access (admin permissions) to the repository.
-  --repo <repo_name>        Repository name. Defaults to <snap_name>-snap.
-  --add-ruleset <file>      Add branch rules from a ruleset file.
-  --modify-existing-repo    Skip repository creation and apply settings to an existing 
-                            repository. If used, --visibility is ignored.
-  --assume-yes              Skip confirmation prompts.
-  --debug                   Show full GitHub API responses.
-  --dry-run                 Print GitHub commands without executing them.
-  -h, --help                    Show this help message and exit.
-
-Environment overrides:
-  CLI_TOOL                  Command-line tool for GitHub interactions (default: gh).
-
-Examples:
-  $0 --model model5 --snap model5 --visibility public --owner canonical
-  $0 --model "Model 3.5 Flash" \\
-    --snap "model3-5-flash" \\
-    --owner canonical \\
-    --repo custom-repo \\
-    --visibility private \\
-    --add-ruleset data/repository/default_ruleset.json
-EOF
-}
-
-fail() {
-    echo "Error: $1" >&2
-    exit 1
-}
-
-validate_snap_name() {
-    local value="$1"
-
-    if [[ ! "$value" =~ ^[a-z0-9]+(-[a-z0-9]+)*$ ]]; then
-        fail "invalid snap name '$value'. Expected lowercase letters, digits, and single dashes only."
-    fi
-}
-
-validate_owner_name() {
-    local value="$1"
-
-    # GitHub user/org names are 1-39 chars, alphanumeric or single hyphens, and cannot start/end with '-'.
-    if [[ ! "$value" =~ ^[A-Za-z0-9]([A-Za-z0-9-]{0,37}[A-Za-z0-9])?$ ]]; then
-        fail "invalid owner '$value'. Expected 1-39 characters using letters, digits, and single dashes; cannot start or end with a dash."
-    fi
-
-    if [[ "$value" == *--* ]]; then
-        fail "invalid owner '$value'. Consecutive dashes are not allowed in GitHub owner names."
-    fi
-}
-
-validate_repo_name() {
-    local value="$1"
-
-    # Repository names cannot contain spaces or '/'. Keep this strict to avoid malformed API calls.
-    if [[ ! "$value" =~ ^[A-Za-z0-9._-]+$ ]]; then
-        fail "invalid repo name '$value'. Expected letters, digits, dot, underscore, or dash only."
-    fi
-
-    if [[ "$value" == *.git ]]; then
-        fail "invalid repo name '$value'. Do not include the '.git' suffix."
-    fi
-}
-
-parse_args() {
-    while [[ $# -gt 0 ]]; do
-        case "$1" in
-            --model)
-                [[ $# -ge 2 ]] || fail "--model requires a value"
-                model_name="$2"
-                shift 2
-                ;;
-            --snap)
-                [[ $# -ge 2 ]] || fail "--snap requires a value"
-                snap_name="$2"
-                shift 2
-                ;;
-            --owner)
-                [[ $# -ge 2 ]] || fail "--owner requires a value"
-                repo_owner="$2"
-                shift 2
-                ;;
-            --repo)
-                [[ $# -ge 2 ]] || fail "--repo requires a value"
-                repo_name="$2"
-                shift 2
-                ;;
-            --add-team)
-                [[ $# -ge 2 ]] || fail "--add-team requires a value"
-                team_slug="$2"
-                shift 2
-                ;;
-            --add-ruleset)
-                [[ $# -ge 2 ]] || fail "--add-ruleset requires a value"
-                ruleset_file="$2"
-                shift 2
-                ;;
-            --visibility)
-                [[ $# -ge 2 ]] || fail "--visibility requires a value"
-                visibility="$2"
-                shift 2
-                ;;
-            --modify-existing-repo)
-                modify_existing_repo=true
-                shift
-                ;;
-            --assume-yes)
-                assume_yes=true
-                shift
-                ;;
-            --debug)
-                debug=true
-                shift
-                ;;
-            --dry-run)
-                dry_run=true
-                shift
-                ;;
-            -h|--help)
-                print_help
-                exit 0
-                ;;
-            *)
-                fail "unknown argument '$1'"
-                ;;
-        esac
-    done
-}
-
-validate_team_slug() {
-    [[ -n "$team_slug" ]] || return 0
-
-    if [[ "$dry_run" == true ]]; then
-        echo "Dry run: skipping team existence check for @${repo_owner}/${team_slug}."
-        return 0
-    fi
-
-    echo "Validating team @${repo_owner}/${team_slug} exists..."
-    if ! "$CLI_TOOL" api "/orgs/${repo_owner}/teams/${team_slug}" >/dev/null 2>&1; then
-        fail "team '@${repo_owner}/${team_slug}' not found or inaccessible."
-    fi
-}
-
-validate_inputs() {
-    [[ -n "$model_name" ]] || fail "--model is required and cannot be empty"
-    [[ -n "$snap_name" ]] || fail "--snap is required and cannot be empty"
-    validate_snap_name "$snap_name"
-
-    [[ -n "$repo_owner" ]] || fail "--owner is required and cannot be empty"
-    validate_owner_name "$repo_owner"
-
-    if [[ -n "$repo_name" ]]; then
-        validate_repo_name "$repo_name"
-    fi
-
-    if [[ "$modify_existing_repo" == false ]]; then
-        # Only validate visibility if we're creating a new repo.
-        [[ -n "$visibility" ]] || fail "--visibility is required and cannot be empty"
-        case "$visibility" in
-            public|private|internal)
-                ;;
-            *)
-                fail "invalid visibility '$visibility'. Expected 'public', 'private', or 'internal'."
-                ;;
-        esac
-    fi
-
-    # Ensure required files exist
-    if [[ -n "$ruleset_file" && ! -f "$ruleset_file" ]]; then
-        fail "Ruleset file '$ruleset_file' not found."
-    fi
-}
-
-ensure_repo_exists() {
-    if [[ "$modify_existing_repo" == true ]]; then
-        # Validate repo existence
-        echo "Verifying repository ${repo_owner}/${repo_name} exists for modification..."
-        if ! gh_cmd repo view "${repo_owner}/${repo_name}"; then
-            fail "Repository '${repo_owner}/${repo_name}' not found or inaccessible. Cannot modify non-existing repository."
-        fi
-    else
-        # Create repo
-        echo "Creating repository ${repo_owner}/${repo_name}..."
-        gh_cmd repo create "${repo_owner}/${repo_name}" "--${visibility}"
-    fi
-}
-
-setup_repository_settings() {
-    # Add topic
-    echo "Setting repository topic..."
-    gh_api_json PUT "/repos/${repo_owner}/${repo_name}/topics" "$(cat <<EOF
-{
-    "names": [
-        "inference-snap"
-    ]
-}
-EOF
-)"
-
-    # Customize settings
-    echo "Applying repository-level settings after creation..."
-    gh_api_json PATCH "/repos/${repo_owner}/${repo_name}" "$(cat <<EOF
-{
-    "description": "Local inference with ${model_name}",
-    "homepage": "https://snapcraft.io/${snap_name}",
-    "has_wiki": false,
-    "has_issues": false,
-    "has_projects": false,
-    "allow_merge_commit": false,
-    "allow_rebase_merge": false,
-    "allow_squash_merge": true,
-    "allow_update_branch": true,
-    "allow_auto_merge": true,
-    "delete_branch_on_merge": true
-}
-EOF
-)"
-}
-
-add_team_permissions() {
-    if [[ -z "$team_slug" ]]; then
-        echo "Skipping team permissions setup: no team specified."
-        return 0
-    fi
-
-    # Add REPOSITORY_OWNER/team_slug (e.g. "@canonical/industrial") team with direct access (admin permissions)
-    # Doing this with "--team" during repo creation isn't reliable, see here: https://github.com/cli/cli/discussions/6906
-
-    # API specification: https://docs.github.com/en/rest/teams/teams?apiVersion=2026-03-10#add-or-update-team-repository-permissions
-    # Permission levels: https://docs.github.com/en/organizations/managing-user-access-to-your-organizations-repositories/managing-repository-roles/repository-roles-for-an-organization#permission-levels-for-repositories-owned-by-an-organization
-
-    echo "Granting team permissions to @${repo_owner}/${team_slug}..."
-    gh_api_json PUT "/orgs/${repo_owner}/teams/${team_slug}/repos/${repo_owner}/${repo_name}" "{\"permission\": \"admin\"}"
-}
-
-add_branch_rules() {
-    if [[ -z "$ruleset_file" ]]; then
-        echo "Skipping branch rules setup: no ruleset file provided."
-        return 0
-    fi
-
-    echo "Creating branch ruleset for the default branch..."
-    gh_api_json POST "/repos/${repo_owner}/${repo_name}/rulesets" "$(cat "$ruleset_file")"
-}
-
-add_workflow_trigger_labels() {
-    echo "Creating workflow trigger labels..."
-
-    gh_cmd label create --force trigger-build --repo "${repo_owner}/${repo_name}" --color EEEEEE --description "Trigger build pipeline and publish snap"
-    gh_cmd label create --force trigger-tests --repo "${repo_owner}/${repo_name}" --color 666666 --description "Trigger test pipeline on last build, if not present triggers also build"
-}
-
-main() {
-    parse_args "$@"
-
-    # Infer repo name if not provided
-    if [[ -z "$repo_name" ]]; then
-        repo_name="${snap_name}-snap"
-    fi
-
-    validate_inputs
-
-    # Check if GitHub CLI is installed
-    if ! command -v "$CLI_TOOL" &> /dev/null; then
-        fail "GitHub CLI ($CLI_TOOL) is required, but not installed. You can install it from https://cli.github.com/."
-    fi
-
-    if [[ "$dry_run" == true ]]; then
-        echo "Dry run mode: no changes will be made to GitHub."
-    else 
-        # Check if GitHub CLI is authenticated
-        if ! gh_cmd auth status >/dev/null 2>&1; then
-            fail "GitHub CLI is not authenticated. Run 'gh auth login' first."
-        fi
-    fi
-
-    validate_team_slug
-
-    # Summary
-    echo ""
-    echo "Repository will be set-up with the following values:"
-    echo "  - Model name: $model_name"
-    echo "  - Repository: $repo_owner/$repo_name"
-    echo "  - Snap name: $snap_name"
-    echo "  - Repository visibility: $([[ "$modify_existing_repo" == true ]] && echo "unchanged" || echo "$visibility")"
-    echo "  - Team with admin access: ${team_slug:-none}"
-    echo "  - Branch ruleset file: ${ruleset_file:-none}"
-    echo ""
-    echo "The repository will be available at https://github.com/$repo_owner/$repo_name"
-    echo ""
-
-    if [[ "$modify_existing_repo" == true ]]; then
-        echo "WARNING: --modify-existing-repo is enabled, this script will change settings to an existing repository. Repository visibility will be left unchanged."
-        echo ""
-    fi
-
-    # Confirmation
-    if [[ "$assume_yes" == true ]]; then
-        echo "Assuming yes: skipping confirmation prompts."
-    elif ! ask_yes_no "Do you want to proceed with these settings?"; then
-        echo "Aborting."
-        exit 0
-    fi
-
-    # Execution
-    ensure_repo_exists
-    setup_repository_settings
-    add_workflow_trigger_labels
-    add_team_permissions
-    add_branch_rules
-
-    # Completion message
-    echo "Repository setup complete!"
-    echo "Access it here: https://github.com/$repo_owner/$repo_name"
-}
-
-main "$@"