diff --git a/.gitea/workflows/build.yml b/.gitea/workflows/build.yml
index 9efe6ac..772ad4f 100644
--- a/.gitea/workflows/build.yml
+++ b/.gitea/workflows/build.yml
@@ -36,10 +36,16 @@ jobs:
       CARGO_HOME: "/cache/public-alpine-packages/${{ matrix.alpine_registry_branch }}/greptimedb/cargo"
       RUSTUP_HOME: "/cache/public-alpine-packages/${{ matrix.alpine_registry_branch }}/greptimedb/rustup"
       CARGO_TARGET_DIR: "/cache/public-alpine-packages/${{ matrix.alpine_registry_branch }}/greptimedb/target"
+      TRIVY_VERSION: "0.74.0"
+      TRIVY_SHA256: "2ae6fe3ee734b7fdf11335663e18c75ea12dccc76062f09f164a3b0f8be4371a"
     steps:
       - name: Prepare Environment
         run: |
           apk add --no-cache --update abuild-rootbld alpine-sdk atools-apkbuild-lint bash ca-certificates curl doas git jq nodejs rsync shellcheck sudo tar
+          trivy_archive="trivy_${TRIVY_VERSION}_Linux-64bit.tar.gz"
+          curl -fsSL -o "/tmp/${trivy_archive}" "https://github.com/aquasecurity/trivy/releases/download/v${TRIVY_VERSION}/${trivy_archive}"
+          echo "${TRIVY_SHA256}  /tmp/${trivy_archive}" | sha256sum -c -
+          tar -xzf "/tmp/${trivy_archive}" -C /usr/local/bin trivy
           mkdir -p "$ALPINE_APK_REPO_CACHE" "$CARGO_HOME" "$RUSTUP_HOME" "$CARGO_TARGET_DIR"
           chown -R 1000:1000 /cache/public-alpine-packages/${{ matrix.alpine_registry_branch }}
 
@@ -101,6 +107,23 @@ jobs:
         if: github.event_name != 'schedule'
         run: scripts/apk/ci-smoke.sh
 
+      - name: Generate security reports
+        if: github.event_name != 'schedule' && env.ALPINE_SKIP_BUILD != '1'
+        run: |
+          scripts/apk/security-report.sh
+          if [ -n "${GITHUB_STEP_SUMMARY:-}" ]; then
+            find packages/security-reports -name summary.md -type f -print | sort | while IFS= read -r summary; do
+              cat "$summary"
+            done >> "$GITHUB_STEP_SUMMARY"
+          fi
+
+      - name: Upload security reports
+        if: github.event_name != 'schedule' && env.ALPINE_SKIP_BUILD != '1' && steps.artifact-upload.outputs.available == 'true'
+        uses: actions/upload-artifact@v3
+        with:
+          name: apk-security-reports-${{ matrix.alpine_registry_branch }}
+          path: packages/security-reports/
+
       - name: Runtime test
         if: github.event_name != 'schedule' && env.ALPINE_SKIP_BUILD != '1'
         run: scripts/apk/runtime-test.sh
diff --git a/README.md b/README.md
index eea9da1..e13a3c8 100644
--- a/README.md
+++ b/README.md
@@ -93,6 +93,7 @@ apk:packages          List built Alpine packages and dependencies
 apk:publish-check     Run lint, multi-arch build, package listing, and smoke test
 apk:publish-gitea     Publish built packages to the Gitea Alpine package registry
 apk:outdated          Check packaged upstream versions and release summaries
+apk:security-report   Generate Trivy and CycloneDX reports for built packages
 apk:shell             Open an Alpine package build shell in Docker
 apk:smoke             Install-test built packages from the local repository in Docker
 apk:test-install      Test README installation instructions in a fresh Alpine container
@@ -234,6 +235,20 @@ APK_UPDATE_CHECK_MODE=fail mise run apk:outdated
 When an update is available, the command also lists compact release-note
 summaries for every release between the packaged and latest versions.
 
+### Security Reports and Roadmap
+
+The [project review and development roadmap](docs/project-review.md) tracks
+release-reliability goals. Generate advisory Trivy and CycloneDX reports for
+built packages with:
+
+```sh
+ALPINE_PACKAGE=seaweedfs mise run apk:security-report
+```
+
+Reports are written to `packages/security-reports/` and are uploaded by CI for
+each selected package build. Local runs scan the newest compatible package set
+available in the signed local repository.
+
 ### Gitea Workflow
 
 `.gitea/workflows/build.yml` builds and publishes `v3.24`. Pull requests
diff --git a/docs/project-review.md b/docs/project-review.md
new file mode 100644
index 0000000..bcf2320
--- /dev/null
+++ b/docs/project-review.md
@@ -0,0 +1,44 @@
+# Project Review and Development Roadmap
+
+## Current State
+
+This repository packages four upstream services for Alpine 3.24, with source
+builds, binary repackages, OpenRC integration, Docker-based local builds, and
+CI publication to the Gitea Alpine registry. Package selection avoids rebuilding
+unchanged versions already present in the registry.
+
+The main release risks are missing retained build artifacts, permissive duplicate
+publish handling, rolling toolchain inputs, and limited end-to-end service
+validation. Documentation and test defaults must remain synchronized with each
+`APKBUILD` version.
+
+## Prioritized Goals
+
+1. **Reproducible, auditable releases.** Split build and publish work so publish
+   consumes a retained APK artifact plus a checksum manifest; verify registry
+   contents after upload and reject mismatched duplicate versions.
+2. **Build security visibility.** Generate an installed-rootfs CycloneDX SBOM
+   and advisory Trivy report for every package and architecture selected by CI.
+   Retain reports as Gitea workflow artifacts.
+3. **Service-level confidence.** Add bounded readiness checks for Gitea,
+   LavinMQ, and GreptimeDB; retain SeaweedFS role startup coverage.
+4. **Automation correctness.** Add fixture-based tests for package selection,
+   APKINDEX parsing, metadata/version drift, and registry error paths.
+5. **Developer feedback and cost.** Record build durations/cache outcomes,
+   keep package-scoped validation, and add a scheduled update-report workflow.
+
+## Security Reports
+
+`mise run apk:security-report` scans the installed root filesystem for each
+selected local package. It writes advisory reports under:
+
+```text
+packages/security-reports/<package>/<architecture>/
+├── trivy.json
+├── sbom.cdx.json
+└── summary.md
+```
+
+The scan includes the package, its selected subpackages, and resolved runtime
+dependencies from the signed local repository. Findings do not block a build yet; report generation,
+package installation, and report validation do.
diff --git a/mise.toml b/mise.toml
index a9d53b8..1328f67 100644
--- a/mise.toml
+++ b/mise.toml
@@ -3,6 +3,7 @@ act = "latest"
 docker-cli = "latest"
 jq = "latest"
 shellcheck = "latest"
+trivy = "latest"
 
 [tasks."apk:build"]
 description = "Build the Alpine package in Docker for the default architecture"
@@ -69,6 +70,10 @@ run = "scripts/apk/list-packages.sh"
 description = "Check packaged upstream versions against latest GitHub releases"
 run = "scripts/apk/outdated.sh"
 
+[tasks."apk:security-report"]
+description = "Generate Trivy and CycloneDX reports for built selected packages"
+run = "scripts/apk/security-report.sh"
+
 [tasks."apk:publish-check"]
 description = "Run lint, multi-arch build, package listing, and smoke test"
 run = "scripts/apk/publish-check.sh"
diff --git a/scripts/apk/publish-check.sh b/scripts/apk/publish-check.sh
index 2c64c46..f53cdf7 100755
--- a/scripts/apk/publish-check.sh
+++ b/scripts/apk/publish-check.sh
@@ -10,3 +10,4 @@ mise run apk:lint-shell
 mise run apk:build-all
 mise run apk:packages
 mise run apk:smoke
+mise run apk:security-report
diff --git a/scripts/apk/security-report.sh b/scripts/apk/security-report.sh
new file mode 100755
index 0000000..8580739
--- /dev/null
+++ b/scripts/apk/security-report.sh
@@ -0,0 +1,167 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+repo_root="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)"
+# shellcheck source=scripts/apk/package-lib.sh
+. "${repo_root}/scripts/apk/package-lib.sh"
+
+repo_name="${ALPINE_REPO_NAME:-local}"
+alpine_version="${ALPINE_VERSION:-3.24}"
+arches="${ALPINE_SECURITY_ARCHES:-${ALPINE_ARCHES:-x86_64}}"
+reports_dir="${APK_SECURITY_REPORTS_DIR:-${repo_root}/packages/security-reports}"
+trivy_bin="${TRIVY_BIN:-trivy}"
+
+require_command() {
+  command -v "$1" >/dev/null 2>&1 || {
+    printf 'missing required command: %s\n' "$1" >&2
+    exit 2
+  }
+}
+
+platform_for_arch() {
+  case "$1" in
+    x86_64) printf '%s\n' 'linux/amd64' ;;
+    aarch64) printf '%s\n' 'linux/arm64' ;;
+    *) printf 'unsupported Alpine architecture: %s\n' "$1" >&2; return 2 ;;
+  esac
+}
+
+install_rootfs() {
+  local rootfs="$1"
+  local arch="$2"
+  shift 2
+  local -a specs=("$@")
+  local -a apk_args=(--root "${rootfs}/installed" --initdb --no-scripts --arch "${arch}")
+  local key_dir repo_file
+
+  key_dir="${rootfs}/keys"
+  repo_file="${rootfs}/repositories"
+  mkdir -p "${key_dir}"
+  cp /etc/apk/keys/*.pub "${key_dir}/"
+  cp "${repo_root}/packages/${repo_name}/${arch}"/*.rsa.pub "${key_dir}/"
+  {
+    printf 'https://dl-cdn.alpinelinux.org/alpine/v%s/main\n' "${alpine_version}"
+    printf 'https://dl-cdn.alpinelinux.org/alpine/v%s/community\n' "${alpine_version}"
+    printf 'file://%s/packages/%s\n' "${repo_root}" "${repo_name}"
+  } > "${repo_file}"
+
+  if [[ "$(id -u)" != 0 ]]; then
+    apk_args+=(--usermode)
+  fi
+  apk "${apk_args[@]}" --keys-dir "${key_dir}" --repositories-file "${repo_file}" \
+    add --no-cache "${specs[@]}"
+}
+
+install_rootfs_docker() {
+  local rootfs="$1"
+  local arch="$2"
+  shift 2
+  local platform
+
+  platform="$(platform_for_arch "${arch}")"
+  docker run --rm --platform "${platform}" \
+    --user "$(id -u):$(id -g)" \
+    -e REPO_NAME="${repo_name}" \
+    -e ALPINE_ARCH="${arch}" \
+    -e ALPINE_VERSION="${alpine_version}" \
+    -v "${repo_root}:/work:ro" \
+    -v "${rootfs}:/scan" \
+    "alpine:${alpine_version}" \
+    sh -ec '
+      mkdir -p /scan/keys
+      cp /etc/apk/keys/*.pub /scan/keys/
+      cp /work/packages/"$REPO_NAME"/"$ALPINE_ARCH"/*.rsa.pub /scan/keys/
+      {
+        printf "https://dl-cdn.alpinelinux.org/alpine/v%s/main\\n" "$ALPINE_VERSION"
+        printf "https://dl-cdn.alpinelinux.org/alpine/v%s/community\\n" "$ALPINE_VERSION"
+        printf "file:///work/packages/%s\\n" "$REPO_NAME"
+      } > /scan/repositories
+      apk --root /scan/installed --usermode --initdb --no-scripts --arch "$ALPINE_ARCH" \
+        --keys-dir /scan/keys --repositories-file /scan/repositories \
+        add --no-cache "$@"
+    ' security-report "$@"
+}
+
+write_summary() {
+  local report="$1"
+  local summary="$2"
+  local package_name="$3"
+  local arch="$4"
+  local total
+
+  total="$(jq '[.Results[]?.Vulnerabilities[]?] | length' "${report}")"
+  {
+    printf '# %s (%s) security report\n\n' "${package_name}" "${arch}"
+    printf 'Installed APK rootfs scanned with Trivy. Findings are advisory.\n\n'
+    printf '| Severity | Count |\n| --- | ---: |\n'
+    for severity in CRITICAL HIGH MEDIUM LOW UNKNOWN; do
+      printf '| %s | %s |\n' "${severity}" \
+        "$(jq --arg severity "${severity}" '[.Results[]?.Vulnerabilities[]? | select(.Severity == $severity)] | length' "${report}")"
+    done
+    printf '\nTotal vulnerabilities: %s\n' "${total}"
+  } > "${summary}"
+}
+
+print_report() {
+  local report_dir="$1"
+  local package_name="$2"
+  local arch="$3"
+
+  printf '\nSecurity reports for %s (%s):\n' "${package_name}" "${arch}"
+  printf '  Trivy: file://%s/trivy.json\n' "${report_dir}"
+  printf '  SBOM: file://%s/sbom.cdx.json\n' "${report_dir}"
+  printf '  Summary: file://%s/summary.md\n' "${report_dir}"
+  cat "${report_dir}/summary.md"
+  printf '\n'
+}
+
+require_command "${trivy_bin}"
+require_command jq
+
+if ! command -v apk >/dev/null 2>&1; then
+  require_command docker
+fi
+
+tmpdir="$(mktemp -d)"
+cleanup() {
+  rm -rf "${tmpdir}"
+}
+trap cleanup EXIT
+
+while IFS= read -r package_dir; do
+  apk_validate_package_dir "${package_dir}"
+  package_name="$(apk_package_name "${package_dir}")"
+
+  for arch in ${arches}; do
+    apk_package_supports_arch "${package_dir}" "${arch}" || continue
+    repo_dir="${repo_root}/packages/${repo_name}/${arch}"
+    if [[ ! -f "${repo_dir}/APKINDEX.tar.gz" ]] || ! compgen -G "${repo_dir}/*.rsa.pub" >/dev/null; then
+      printf 'missing signed local repository for %s: %s\n' "${package_name}" "${repo_dir}" >&2
+      exit 1
+    fi
+
+    mapfile -t specs < <(
+      apk_package_versioned_names "${package_dir}" "${arch}" | sed 's/=.*//'
+    )
+    specs=(alpine-baselayout "${specs[@]}")
+    report_dir="${reports_dir}/${package_name}/${arch}"
+    rootfs="${tmpdir}/${package_name}-${arch}"
+    mkdir -p "${report_dir}" "${rootfs}"
+
+    printf 'Generating security reports for %s (%s)\n' "${package_name}" "${arch}"
+    if command -v apk >/dev/null 2>&1; then
+      install_rootfs "${rootfs}" "${arch}" "${specs[@]}"
+    else
+      install_rootfs_docker "${rootfs}" "${arch}" "${specs[@]}"
+    fi
+
+    "${trivy_bin}" filesystem --distro "alpine/${alpine_version}" --scanners vuln --format json --no-progress \
+      --output "${report_dir}/trivy.json" "${rootfs}/installed"
+    "${trivy_bin}" filesystem --distro "alpine/${alpine_version}" --scanners vuln --format cyclonedx --no-progress \
+      --output "${report_dir}/sbom.cdx.json" "${rootfs}/installed"
+    jq -e 'type == "object" and has("ArtifactName")' "${report_dir}/trivy.json" >/dev/null
+    jq -e '.bomFormat == "CycloneDX"' "${report_dir}/sbom.cdx.json" >/dev/null
+    write_summary "${report_dir}/trivy.json" "${report_dir}/summary.md" "${package_name}" "${arch}"
+    print_report "${report_dir}" "${package_name}" "${arch}"
+  done
+done < <(apk_package_dirs "${repo_root}")