diff --git a/docs/operations/production-acceptance.md b/docs/operations/production-acceptance.md
index 0a4451b..bbdd4ec 100644
--- a/docs/operations/production-acceptance.md
+++ b/docs/operations/production-acceptance.md
@@ -132,6 +132,16 @@ scripts/cluster/run-production-acceptance.sh \
   --local-report dist/acceptance/local/<本地run-id>/acceptance-report.json
 ```
 
+只有用户明确要求跳过本地验收时，才允许使用下面的审计豁免。报告会把 `localNative` 和
+`amd64Artifact` 记录为 `skipped`，并保留 `local_acceptance_explicitly_waived` 记录；不得
+伪造为通过。线上模拟、真实金丝雀、资源、一致性和发布 CAS 门禁仍全部执行：
+
+```bash
+scripts/cluster/run-production-acceptance.sh \
+  --execute dist/releases/<完整SHA>.json \
+  --skip-local-acceptance
+```
+
 脚本依次执行：
 
 1. 校验工作区、manifest、线上 release SHA、digest、双站点镜像和副本数。
diff --git a/scripts/acceptance/report.mjs b/scripts/acceptance/report.mjs
index cd48e0b..84b032b 100755
--- a/scripts/acceptance/report.mjs
+++ b/scripts/acceptance/report.mjs
@@ -86,13 +86,66 @@ function validate(report) {
     throw new Error('acceptance report stages, gates, or promotion are invalid');
   }
   for (const [name, stage] of Object.entries(report.stages)) {
-    if (!['passed', 'failed', 'not-run'].includes(stage?.status)) {
+    if (!['passed', 'failed', 'not-run', 'skipped'].includes(stage?.status)) {
       throw new Error(`invalid stage status for ${name}`);
     }
   }
   assertSecretSafe(report);
 }
 
+async function buildOnlineWaiver(values) {
+  for (const key of ['release-sha', 'api-digest', 'snapshot', 'waiver-reason', 'output']) {
+    if (!values[key]) throw new Error(`--${key} is required`);
+  }
+  const snapshot = await regularJSON(values.snapshot);
+  if (!shaPattern.test(values['release-sha']) || !digestPattern.test(values['api-digest']) ||
+      snapshot.schemaVersion !== 'acceptance-snapshot/v1' ||
+      !shaPattern.test(snapshot.source?.releaseSha ?? '') ||
+      !hashPattern.test(snapshot.source?.configHash ?? '') ||
+      !hashPattern.test(snapshot.snapshotSha256 ?? '') ||
+      !/^[a-z0-9_]{3,80}$/.test(values['waiver-reason'])) {
+    throw new Error('online waiver identity fields or reason are invalid');
+  }
+  const report = {
+    schemaVersion: 'acceptance-report/v1',
+    runId: `online-waiver-${values['release-sha'].slice(0, 12)}`,
+    release: {
+      sourceSha: values['release-sha'],
+      apiImageDigest: values['api-digest'],
+      workerImageDigest: values['api-digest']
+    },
+    snapshot: {
+      sourceReleaseSha: snapshot.source.releaseSha,
+      configHash: snapshot.source.configHash,
+      sha256: snapshot.snapshotSha256
+    },
+    stages: {
+      localNative: { status: 'skipped', waiverReason: values['waiver-reason'] },
+      amd64Artifact: { status: 'skipped', waiverReason: values['waiver-reason'] },
+      onlineSimulation: { status: 'not-run' },
+      realCanary: { status: 'not-run' }
+    },
+    certifiedProfile: null,
+    gates: [
+      {
+        id: 'local_acceptance_explicitly_waived',
+        passed: true,
+        detail: values['waiver-reason']
+      }
+    ],
+    promotion: {
+      ready: false,
+      requiresManualConfirmation: true,
+      trafficMode: 'not-applicable'
+    },
+    createdAt: new Date().toISOString(),
+    secretSafe: true
+  };
+  validate(report);
+  await writeNewJSON(values.output, report);
+  process.stdout.write('acceptance_report_online_waiver=PASS\n');
+}
+
 async function loadReports(directory) {
   const entries = (await readdir(resolve(directory), { withFileTypes: true }))
     .filter((entry) => entry.isFile() && entry.name.endsWith('.json'))
@@ -260,12 +313,13 @@ async function mergeProduction(values) {
   const local = await regularJSON(values['local-report']);
   const production = await regularJSON(values['production-summary']);
   validate(local);
-  if (local.release.sourceSha !== production.releaseSha ||
+  if (!production.runId || local.release.sourceSha !== production.releaseSha ||
       local.release.apiImageDigest !== production.apiImageDigest ||
       local.snapshot.configHash !== production.snapshotConfigHash ||
       local.snapshot.sha256 !== production.snapshotSha256) {
     throw new Error('production summary does not match local acceptance CAS fields');
   }
+  local.runId = production.runId;
   local.stages.onlineSimulation = {
     status: production.passed === true ? 'passed' : 'failed',
     stableCapacityProfile: production.stableCapacityProfile,
@@ -299,6 +353,8 @@ if (command === 'validate') {
   await buildLocal(values);
 } else if (command === 'build-local-partial') {
   await buildLocalPartial(values);
+} else if (command === 'build-online-waiver') {
+  await buildOnlineWaiver(values);
 } else if (command === 'merge-production') {
   await mergeProduction(values);
 } else if (command === 'mark-promoted') {
@@ -338,5 +394,5 @@ if (command === 'validate') {
   await replaceJSONAtomically(input, output, report);
   process.stdout.write(`acceptance_report_monitor=PASS monitor_passed=${monitor.passed === true}\n`);
 } else {
-  throw new Error('usage: report.mjs {validate|build-local|build-local-partial|merge-production|mark-promoted|attach-monitor} [options]');
+  throw new Error('usage: report.mjs {validate|build-local|build-local-partial|build-online-waiver|merge-production|mark-promoted|attach-monitor} [options]');
 }
diff --git a/scripts/cluster/run-production-acceptance.sh b/scripts/cluster/run-production-acceptance.sh
index 351d0b9..75f2e73 100755
--- a/scripts/cluster/run-production-acceptance.sh
+++ b/scripts/cluster/run-production-acceptance.sh
@@ -12,6 +12,9 @@ Usage:
   scripts/cluster/run-production-acceptance.sh \
     --execute dist/releases/<SHA>.json \
     --local-report dist/acceptance/local/<run-id>/acceptance-report.json
+  scripts/cluster/run-production-acceptance.sh \
+    --execute dist/releases/<SHA>.json \
+    --skip-local-acceptance
   scripts/cluster/run-production-acceptance.sh \
     --promote dist/releases/<SHA>.json --run-id <production-run-id>
 
@@ -22,6 +25,9 @@ access to the selected production candidates. A failed run deliberately keeps
 traffic in validation mode and restores only the last stable capacity profile.
 Successful execute runs also remain in validation. Only the separate --promote
 action performs the final CAS switch to live after manual confirmation.
+The explicit --skip-local-acceptance form records both local stages as skipped
+with a user-directed waiver. It never records them as passed and preserves all
+online simulation, real canary, resource, consistency, and release CAS gates.
 
 Required private environment values:
   AI_GATEWAY_ACCEPTANCE_ADMIN_TOKEN
@@ -44,21 +50,28 @@ if [[ ${1:-} == --promote ]]; then
   exec "$script_dir/promote-production-acceptance.sh" "$@"
 fi
 
-[[ ${1:-} == --execute && ${3:-} == --local-report && $# -eq 4 ]] || {
+skip_local_acceptance=false
+local_acceptance_report=
+if [[ ${1:-} == --execute && ${3:-} == --local-report && $# -eq 4 ]]; then
+  release_manifest=$2
+  local_acceptance_report=$4
+elif [[ ${1:-} == --execute && ${3:-} == --skip-local-acceptance && $# -eq 3 ]]; then
+  release_manifest=$2
+  skip_local_acceptance=true
+else
   usage >&2
   exit 64
-}
-
-release_manifest=$2
-local_acceptance_report=$4
+fi
 [[ -f $release_manifest && ! -L $release_manifest ]] || {
   echo 'release manifest must be a regular file' >&2
   exit 1
 }
-[[ -f $local_acceptance_report && ! -L $local_acceptance_report ]] || {
-  echo 'local acceptance report must be a regular file' >&2
-  exit 1
-}
+if [[ $skip_local_acceptance != true ]]; then
+  [[ -f $local_acceptance_report && ! -L $local_acceptance_report ]] || {
+    echo 'local acceptance report must be a regular file' >&2
+    exit 1
+  }
+fi
 
 load_cluster_env
 require_commands curl git go jq node openssl sed
@@ -136,17 +149,19 @@ api_image=$(node "$cluster_root/scripts/release-manifest.mjs" get "$release_mani
 }
 api_digest=${api_image##*@}
 worker_digest=$api_digest
-node "$cluster_root/scripts/acceptance/report.mjs" validate \
-  --input "$local_acceptance_report" >/dev/null
-[[ $(jq -r '.release.sourceSha' "$local_acceptance_report") == "$release_sha" &&
-   $(jq -r '.release.apiImageDigest' "$local_acceptance_report") == "$api_digest" &&
-   $(jq -r '.stages.localNative.status' "$local_acceptance_report") == passed &&
-   $(jq -r '.stages.amd64Artifact.status' "$local_acceptance_report") == passed &&
-   $(jq -r '.stages.onlineSimulation.status' "$local_acceptance_report") == not-run &&
-   $(jq -r '.promotion.ready' "$local_acceptance_report") == false ]] || {
-  echo 'local acceptance report does not match this release or has invalid stage state' >&2
-  exit 1
-}
+if [[ $skip_local_acceptance != true ]]; then
+  node "$cluster_root/scripts/acceptance/report.mjs" validate \
+    --input "$local_acceptance_report" >/dev/null
+  [[ $(jq -r '.release.sourceSha' "$local_acceptance_report") == "$release_sha" &&
+     $(jq -r '.release.apiImageDigest' "$local_acceptance_report") == "$api_digest" &&
+     $(jq -r '.stages.localNative.status' "$local_acceptance_report") == passed &&
+     $(jq -r '.stages.amd64Artifact.status' "$local_acceptance_report") == passed &&
+     $(jq -r '.stages.onlineSimulation.status' "$local_acceptance_report") == not-run &&
+     $(jq -r '.promotion.ready' "$local_acceptance_report") == false ]] || {
+    echo 'local acceptance report does not match this release or has invalid stage state' >&2
+    exit 1
+  }
+fi
 [[ $(git -C "$cluster_root" rev-parse HEAD) == "$release_sha" ]] || {
   echo 'working copy HEAD must equal the release SHA' >&2
   exit 1
@@ -185,8 +200,12 @@ AI_GATEWAY_ACCEPTANCE_API_KEYS=$AI_GATEWAY_ACCEPTANCE_API_KEY
 acceptance_load_binary=$temporary_root/easyai-ai-gateway-acceptance-load
 acceptance_snapshot_binary=$temporary_root/easyai-ai-gateway-acceptance-snapshot
 current_production_snapshot=$temporary_root/current-production-snapshot.json
-local_snapshot_config_hash=$(jq -r '.snapshot.configHash' "$local_acceptance_report")
-local_snapshot_sha256=$(jq -r '.snapshot.sha256' "$local_acceptance_report")
+local_snapshot_config_hash=
+local_snapshot_sha256=
+if [[ $skip_local_acceptance != true ]]; then
+  local_snapshot_config_hash=$(jq -r '.snapshot.configHash' "$local_acceptance_report")
+  local_snapshot_sha256=$(jq -r '.snapshot.sha256' "$local_acceptance_report")
+fi
 active_load_pid=
 active_pressure_pid=
 capacity_profiles_payload=
@@ -232,10 +251,22 @@ AI_GATEWAY_DATABASE_URL="$AI_GATEWAY_ACCEPTANCE_SNAPSHOT_DATABASE_URL" \
   "$acceptance_snapshot_binary" export \
     --release-sha "$release_sha" \
     --output "$current_production_snapshot" >/dev/null
-[[ $(jq -r '.source.configHash' "$current_production_snapshot") == "$local_snapshot_config_hash" ]] || {
-  echo 'production candidate configuration changed after the local snapshot; rerun local acceptance' >&2
-  exit 1
-}
+if [[ $skip_local_acceptance == true ]]; then
+  local_acceptance_report=$temporary_root/online-waiver-base.json
+  node "$cluster_root/scripts/acceptance/report.mjs" build-online-waiver \
+    --release-sha "$release_sha" \
+    --api-digest "$api_digest" \
+    --snapshot "$current_production_snapshot" \
+    --waiver-reason user_directed_online_only_acceptance \
+    --output "$local_acceptance_report" >/dev/null
+  local_snapshot_config_hash=$(jq -r '.snapshot.configHash' "$local_acceptance_report")
+  local_snapshot_sha256=$(jq -r '.snapshot.sha256' "$local_acceptance_report")
+else
+  [[ $(jq -r '.source.configHash' "$current_production_snapshot") == "$local_snapshot_config_hash" ]] || {
+    echo 'production candidate configuration changed after the local snapshot; rerun local acceptance' >&2
+    exit 1
+  }
+fi
 
 remote_kubectl() {
   local command_text
@@ -1073,6 +1104,7 @@ mark_run_failed() {
       }
     }')
   jq -n \
+    --arg runId "$run_id" \
     --arg releaseSha "$release_sha" \
     --arg apiImageDigest "$api_digest" \
     --arg snapshotConfigHash "$local_snapshot_config_hash" \
@@ -1082,6 +1114,7 @@ mark_run_failed() {
     --arg reason "$reason" \
     --argjson artifacts "$artifact_names" \
     '{
+      runId:$runId,
       releaseSha:$releaseSha,
       apiImageDigest:$apiImageDigest,
       snapshotConfigHash:$snapshotConfigHash,
diff --git a/tests/acceptance/report-test.mjs b/tests/acceptance/report-test.mjs
index c67dc38..0f8bc1e 100644
--- a/tests/acceptance/report-test.mjs
+++ b/tests/acceptance/report-test.mjs
@@ -22,6 +22,7 @@ const output = join(temporary, 'acceptance-report.json');
 const partialOutput = join(temporary, 'acceptance-report.partial.json');
 const productionPartial = join(temporary, 'production-summary.partial.json');
 const mergedPartialOutput = join(temporary, 'acceptance-report.production-partial.json');
+const waivedOutput = join(temporary, 'acceptance-report.waived.json');
 writeJSON(runtime, {
   schemaVersion: 'acceptance-runtime/v1',
   runId: runID,
@@ -108,6 +109,7 @@ assert.equal(readFileSync(partialOutput, 'utf8').includes('must-not-be-copied'),
 execFileSync('node', [join(root, 'scripts/acceptance/report.mjs'), 'validate', '--input', partialOutput]);
 
 writeJSON(productionPartial, {
+  runId: runID,
   releaseSha,
   apiImageDigest: digest,
   snapshotConfigHash: configHash,
@@ -132,8 +134,25 @@ execFileSync('node', [
 ]);
 const mergedPartial = JSON.parse(readFileSync(mergedPartialOutput, 'utf8'));
 assert.equal(mergedPartial.stages.onlineSimulation.status, 'failed');
+assert.equal(mergedPartial.runId, runID);
 assert.equal(mergedPartial.stages.realCanary.status, 'failed');
 assert.equal(mergedPartial.promotion.ready, false);
 assert.equal(mergedPartial.promotion.trafficMode, 'validation');
 assert.equal(mergedPartial.gates.at(-1).id, 'workflow_interrupted');
 execFileSync('node', [join(root, 'scripts/acceptance/report.mjs'), 'validate', '--input', mergedPartialOutput]);
+
+execFileSync('node', [
+  join(root, 'scripts/acceptance/report.mjs'),
+  'build-online-waiver',
+  '--release-sha', releaseSha,
+  '--api-digest', digest,
+  '--snapshot', snapshot,
+  '--waiver-reason', 'user_directed_online_only_acceptance',
+  '--output', waivedOutput
+]);
+const waived = JSON.parse(readFileSync(waivedOutput, 'utf8'));
+assert.equal(waived.stages.localNative.status, 'skipped');
+assert.equal(waived.stages.amd64Artifact.status, 'skipped');
+assert.equal(waived.gates[0].id, 'local_acceptance_explicitly_waived');
+assert.equal(waived.promotion.ready, false);
+execFileSync('node', [join(root, 'scripts/acceptance/report.mjs'), 'validate', '--input', waivedOutput]);