diff --git a/.agents/skills/openclaw-changelog-update/SKILL.md b/.agents/skills/openclaw-changelog-update/SKILL.md
index d4357353742f..498ff43d0ccc 100644
--- a/.agents/skills/openclaw-changelog-update/SKILL.md
+++ b/.agents/skills/openclaw-changelog-update/SKILL.md
@@ -59,6 +59,10 @@ every human `Thanks @...` attribution.
      --write-ledger
    ```
 
+   Add repeatable `--release-provenance '<40sha> -> #PR[, #PR]'` inputs when
+   release commits cannot carry provenance metadata. These use the same exact
+   marker grammar and current-main validation as commit-body markers.
+
    The verifier automatically reuses public GitHub GraphQL responses from an
    exact base/target SHA snapshot under the worktree's git metadata. Iterative
    rewrites at the same target avoid repeated network discovery. Use
diff --git a/.agents/skills/openclaw-changelog-update/scripts/verify-release-notes.mjs b/.agents/skills/openclaw-changelog-update/scripts/verify-release-notes.mjs
index c529e135340b..da233beac773 100644
--- a/.agents/skills/openclaw-changelog-update/scripts/verify-release-notes.mjs
+++ b/.agents/skills/openclaw-changelog-update/scripts/verify-release-notes.mjs
@@ -96,6 +96,8 @@ Options:
   --main-ref <ref>      Canonical mainline used to replace backport PRs.
   --seed-ref <ref>      Use an existing release section as editorial input.
   --shipped-ref <tag>   Exclude PRs already recorded by this shipped tag; repeatable.
+  --release-provenance <sha -> #PR[, #PR]>
+                        Supply an exact provenance marker; repeatable.
   --write-ledger        Write the verified ledger back into CHANGELOG.md.
   --release-tag <tag>   GitHub release tag to compare; repeatable with --check-github.
   --check-github        Require each supplied GitHub release body to match.
@@ -103,9 +105,10 @@ Options:
   --help                Show this help text.`);
 }
 
-function parseArgs(argv) {
+export function parseArgs(argv) {
   const options = {
     releaseTags: [],
+    releaseProvenance: [],
     checkGithub: false,
     help: false,
     json: false,
@@ -150,6 +153,7 @@ function parseArgs(argv) {
       arg === "--target" ||
       arg === "--version" ||
       arg === "--release-tag" ||
+      arg === "--release-provenance" ||
       arg === "--shipped-ref" ||
       arg === "--github-snapshot" ||
       arg === "--main-ref" ||
@@ -162,6 +166,8 @@ function parseArgs(argv) {
       }
       if (arg === "--release-tag") {
         options.releaseTags.push(value);
+      } else if (arg === "--release-provenance") {
+        options.releaseProvenance.push(value);
       } else if (arg === "--shipped-ref") {
         options.shippedRefs.push(value);
       } else if (arg === "--manifest") {
@@ -851,39 +857,48 @@ function backportPullRequestOrigins(message) {
   ].map((match) => Number(match[1]));
 }
 
-export function releaseProvenanceMarkers(message) {
-  const markers = [];
-  for (const line of message.split("\n")) {
-    if (!/^Release provenance:/i.test(line)) {
-      continue;
-    }
-    const match = line.match(/^Release provenance: ([0-9a-f]{40}) -> (#\d+(?:,\s*#\d+)*)\.?\s*$/i);
-    if (!match) {
-      fail(`invalid release provenance marker: ${line}`);
-    }
-    markers.push({
-      commit: match[1].toLowerCase(),
-      pullRequests: [...match[2].matchAll(/#(\d+)/g)].map((reference) => Number(reference[1])),
-    });
+function releaseProvenanceMarker(line) {
+  const match = line.match(/^Release provenance: ([0-9a-f]{40}) -> (#\d+(?:,\s*#\d+)*)\.?\s*$/i);
+  if (!match) {
+    fail(`invalid release provenance marker: ${line}`);
   }
-  return markers;
+  return {
+    commit: match[1].toLowerCase(),
+    pullRequests: [...match[2].matchAll(/#(\d+)/g)].map((reference) => Number(reference[1])),
+  };
 }
 
-export function collectReleaseProvenanceOverrides(activeCommits) {
+export function releaseProvenanceMarkers(message) {
+  return message
+    .split("\n")
+    .filter((line) => /^Release provenance:/i.test(line))
+    .map(releaseProvenanceMarker);
+}
+
+export function collectReleaseProvenanceOverrides(activeCommits, releaseProvenance = []) {
   const activeCommitHashes = new Set(activeCommits.map((commit) => commit.hash));
   const overrides = new Map();
+  const addMarker = (marker) => {
+    if (!activeCommitHashes.has(marker.commit)) {
+      fail(`release provenance marker targets commit outside the active range: ${marker.commit}`);
+    }
+    const existing = overrides.get(marker.commit);
+    if (existing && existing.join(",") !== marker.pullRequests.join(",")) {
+      fail(`conflicting release provenance markers for ${marker.commit}`);
+    }
+    overrides.set(marker.commit, marker.pullRequests);
+  };
   for (const commit of activeCommits) {
     for (const marker of releaseProvenanceMarkers(commit.body)) {
-      if (!activeCommitHashes.has(marker.commit)) {
-        fail(`release provenance marker targets commit outside the active range: ${marker.commit}`);
-      }
-      const existing = overrides.get(marker.commit);
-      if (existing && existing.join(",") !== marker.pullRequests.join(",")) {
-        fail(`conflicting release provenance markers for ${marker.commit}`);
-      }
-      overrides.set(marker.commit, marker.pullRequests);
+      addMarker(marker);
     }
   }
+  for (const value of releaseProvenance) {
+    if (/[\r\n]/u.test(value)) {
+      fail(`invalid release provenance marker: Release provenance: ${value}`);
+    }
+    addMarker(releaseProvenanceMarker(`Release provenance: ${value}`));
+  }
   return overrides;
 }
 
@@ -1017,7 +1032,7 @@ function canonicalMainCommits(base, mainRef) {
   return commits;
 }
 
-function sourceCommits(base, target, mainRef) {
+function sourceCommits(base, target, mainRef, releaseProvenance = []) {
   const targetCommit = git(["rev-parse", `${target}^{commit}`]);
   if (!gitIsAncestor(base, targetCommit)) {
     fail(`release range base ${base} must be an ancestor of target ${target}`);
@@ -1193,7 +1208,7 @@ function sourceCommits(base, target, mainRef) {
     activeCommits.map((commit) => commit.hash),
     targetTimestamp,
   );
-  const provenanceOverrides = collectReleaseProvenanceOverrides(activeCommits);
+  const provenanceOverrides = collectReleaseProvenanceOverrides(activeCommits, releaseProvenance);
   const mainCommits = canonicalMainCommits(base, mainRef);
   const mainCommit = provenanceOverrides.size > 0 ? gitCommit(mainRef, true) : undefined;
   const mainCommitsByHash = new Map(mainCommits.map((commit) => [commit.hash, commit]));
@@ -2412,7 +2427,12 @@ function main() {
   githubSnapshotState = initializeGithubSnapshot(options);
   const changelog = readFileSync("CHANGELOG.md", "utf8");
   const section = sectionFor(changelog, options.version);
-  const source = sourceCommits(options.base, options.target, options.mainRef ?? "origin/main");
+  const source = sourceCommits(
+    options.base,
+    options.target,
+    options.mainRef ?? "origin/main",
+    options.releaseProvenance,
+  );
   const committedSection = optionalSectionFor(
     git(["show", `${source.target}:CHANGELOG.md`]),
     options.version,
diff --git a/test/external-script-modules.d.ts b/test/external-script-modules.d.ts
index ef47a9bac998..a73b4881283b 100644
--- a/test/external-script-modules.d.ts
+++ b/test/external-script-modules.d.ts
@@ -143,7 +143,12 @@ declare module "*openclaw-changelog-update/scripts/verify-release-notes.mjs" {
   ): Array<{ commit: string; pullRequests: number[] }>;
   export function collectReleaseProvenanceOverrides(
     activeCommits: Array<{ body: string; hash: string }>,
+    releaseProvenance?: string[],
   ): Map<string, number[]>;
+  export function parseArgs(argv: string[]): {
+    releaseProvenance: string[];
+    [key: string]: unknown;
+  };
   export function resolvedReleasePullRequests(
     currentPullRequests: number[],
     mainPullRequests: number[],
diff --git a/test/scripts/verify-release-notes.test.ts b/test/scripts/verify-release-notes.test.ts
index f824c33d0fcd..312e2ff9a745 100644
--- a/test/scripts/verify-release-notes.test.ts
+++ b/test/scripts/verify-release-notes.test.ts
@@ -16,6 +16,7 @@ import {
   githubApiWithSnapshot,
   highlightCountError,
   isEligibleHandle,
+  parseArgs,
   persistGithubSnapshot,
   pullRequestTitleFromCommitSubject,
   releaseNoteReferences,
@@ -275,6 +276,74 @@ describe("release-note verification", () => {
     ).toThrow(`conflicting release provenance markers for ${releaseCommit}`);
   });
 
+  it("accepts repeatable CLI provenance without metadata commits", () => {
+    const mappings: Array<[string, number]> = [
+      ["bdde3d1c6dd7cc415588a72cf27ebe27f83bfe47", 120085],
+      ["5090cae6d0cc3f2ec272b2448970c6238f525610", 120479],
+      ["8ff1724067c1dcfb9a63574e6f3771261033ffae", 120479],
+      ["0cd3075adf7cd201e17d25c95cbe190991f8aab1", 120538],
+    ];
+    const payloads = mappings.map(([commit, pullRequest]) => `${commit} -> #${pullRequest}`);
+    const options = parseArgs([
+      "--base",
+      "base",
+      "--target",
+      "target",
+      "--version",
+      "2026.8.1",
+      ...payloads.flatMap((payload) => ["--release-provenance", payload]),
+    ]);
+
+    expect(options.releaseProvenance).toEqual(payloads);
+    expect(
+      collectReleaseProvenanceOverrides(
+        mappings.map(([hash]) => ({ body: "", hash })),
+        options.releaseProvenance,
+      ),
+    ).toEqual(new Map(mappings.map(([commit, pullRequest]) => [commit, [pullRequest]])));
+  });
+
+  it("validates CLI provenance through the exact marker merge path", () => {
+    const activeCommit = "a".repeat(40);
+
+    expect(() =>
+      collectReleaseProvenanceOverrides([{ body: "", hash: activeCommit }], ["short -> #1"]),
+    ).toThrow("invalid release provenance marker");
+    expect(() =>
+      collectReleaseProvenanceOverrides(
+        [{ body: "", hash: activeCommit }],
+        [`${activeCommit} -> #1 trailing`],
+      ),
+    ).toThrow("invalid release provenance marker");
+    expect(() =>
+      collectReleaseProvenanceOverrides(
+        [{ body: "", hash: activeCommit }],
+        [`${activeCommit} -> #1\nRelease provenance: ${activeCommit} -> #2`],
+      ),
+    ).toThrow("invalid release provenance marker");
+    for (const payload of [
+      `${activeCommit} -> #1\n`,
+      `${activeCommit} -> #1,\n#2`,
+      `${activeCommit} -> #1\r\n`,
+    ]) {
+      expect(() =>
+        collectReleaseProvenanceOverrides([{ body: "", hash: activeCommit }], [payload]),
+      ).toThrow("invalid release provenance marker");
+    }
+    expect(() =>
+      collectReleaseProvenanceOverrides(
+        [{ body: "", hash: activeCommit }],
+        [`${"b".repeat(40)} -> #1`],
+      ),
+    ).toThrow("release provenance marker targets commit outside the active range");
+    expect(() =>
+      collectReleaseProvenanceOverrides(
+        [{ body: `Release provenance: ${activeCommit} -> #1`, hash: activeCommit }],
+        [`${activeCommit} -> #2`],
+      ),
+    ).toThrow(`conflicting release provenance markers for ${activeCommit}`);
+  });
+
   it("requires release provenance PRs to be merged into current main", () => {
     const releaseCommit = "a".repeat(40);
     const mainCommit = "b".repeat(40);