diff --git a/docs/gateway/cli-backends.md b/docs/gateway/cli-backends.md
index 9dc2af073835..a289e0912b32 100644
--- a/docs/gateway/cli-backends.md
+++ b/docs/gateway/cli-backends.md
@@ -376,20 +376,16 @@ For CLIs that emit Claude Code stream-json compatible JSONL, set
 
 Some CLI backends run an agent that compacts its **own** transcript, so OpenClaw must
 not run its safeguard summarizer against them - doing so fights the backend's own
-compaction and can hard-fail the turn. **Codex** (its app-server owns automatic
-compaction) and **Claude Code** (`claude-cli`) both work this way, and both **opt out
-of OpenClaw compaction**:
+compaction and can hard-fail the turn.
 
-- **Codex** routes to its native-harness compaction endpoint (matched by the session's
-  `agentHarnessId`).
-- **`claude-cli`** has no harness endpoint - Claude Code compacts internally - so it
-  declares `ownsNativeCompaction: true`, and OpenClaw returns a no-op from the
-  compaction path.
+`claude-cli` has no harness endpoint - Claude Code compacts internally - so it declares
+`ownsNativeCompaction: true`, and OpenClaw returns a no-op from the compaction path.
+Native-harness sessions such as Codex keep routing to their harness compaction endpoint
+instead.
 
-Either way OpenClaw **defers and never compacts these sessions.** Because the backend
-owns compaction, the old stopgap of setting `contextTokens: 1_000_000` purely to keep
-OpenClaw's safeguard from firing on a claude-cli session is **no longer needed** - the
-opt-out replaces it.
+Because the backend owns compaction, the old stopgap of setting
+`contextTokens: 1_000_000` purely to keep OpenClaw's safeguard from firing on a
+claude-cli session is **no longer needed** - the opt-out replaces it.
 
 ```typescript
 api.registerCliBackend({ id: "my-cli", ownsNativeCompaction: true /* ... */ });
@@ -398,8 +394,7 @@ api.registerCliBackend({ id: "my-cli", ownsNativeCompaction: true /* ... */ });
 Only declare `ownsNativeCompaction` for a backend that genuinely owns its compaction: it
 must reliably bound its own transcript as it nears its context window and persist a
 resumable session (e.g. `--resume` / `--session-id`); otherwise a deferred session can
-stay over budget. (A session whose `agentHarnessId` matches the provider still routes to
-the harness endpoint - the no-op applies only when there is no harness endpoint.)
+stay over budget. Matching `agentHarnessId` sessions still route to the harness endpoint.
 
 ## Bundle MCP overlays
 
diff --git a/docs/plugins/cli-backend-plugins.md b/docs/plugins/cli-backend-plugins.md
index 5b3fb7b07293..4819703477fb 100644
--- a/docs/plugins/cli-backend-plugins.md
+++ b/docs/plugins/cli-backend-plugins.md
@@ -217,10 +217,9 @@ backend hook can express the behavior.
 
 If your backend runs an agent that compacts its **own** transcript, set
 `ownsNativeCompaction: true` so OpenClaw's safeguard summarizer never runs against its
-sessions - the CLI compaction lifecycle returns a no-op and the turn proceeds. This is
-the **same opt-out Codex uses** (its app-server owns automatic compaction); `claude-cli`
-declares it because Claude Code compacts internally with no harness endpoint. It also
-removes any need to inflate `contextTokens` just to keep the safeguard from firing.
+sessions - the CLI compaction lifecycle returns a no-op and the turn proceeds. `claude-cli`
+declares it because Claude Code compacts internally with no harness endpoint. Native-harness
+sessions such as Codex keep routing to their harness compaction endpoint instead.
 
 **Only declare it when all of the following hold**, or a deferred over-budget session can
 stay over budget / go stale (OpenClaw no longer rescues it):
@@ -228,9 +227,8 @@ stay over budget / go stale (OpenClaw no longer rescues it):
 - the backend reliably compacts or bounds its own transcript as it nears its window;
 - it persists a resumable session so the compacted state survives turns
   (e.g. `--resume` / `--session-id`);
-- it is **not** a native-harness compaction session - a session whose `agentHarnessId`
-  matches the provider routes to the harness endpoint instead; this no-op applies only
-  when there is no harness endpoint.
+- it is not a native-harness compaction session - matching `agentHarnessId` sessions
+  route to the harness endpoint instead.
 
 ## MCP tool bridge
 
diff --git a/src/agents/command/cli-compaction.test.ts b/src/agents/command/cli-compaction.test.ts
index d00a29ae5af7..d086e45a5aba 100644
--- a/src/agents/command/cli-compaction.test.ts
+++ b/src/agents/command/cli-compaction.test.ts
@@ -76,12 +76,6 @@ describe("runCliTurnCompactionLifecycle", () => {
 
   beforeEach(async () => {
     tmpDir = await fs.mkdtemp(path.join(os.tmpdir(), "openclaw-cli-compaction-"));
-    // Default backends to non-owning so the context-engine compaction-path tests
-    // exercise that path. On current main resolveCliBackendConfig("claude-cli")
-    // resolves the (now ownsNativeCompaction) backend even in unit tests, which
-    // would otherwise route every claude-cli compaction test through the #88315
-    // defer no-op. The ownsNativeCompaction-specific tests override this with an
-    // owning backend to exercise the defer.
     setCliCompactionTestDeps({ resolveCliBackendConfig: () => null });
   });
 
diff --git a/src/agents/command/cli-compaction.ts b/src/agents/command/cli-compaction.ts
index ce5cbce0d50e..e9031f3f6266 100644
--- a/src/agents/command/cli-compaction.ts
+++ b/src/agents/command/cli-compaction.ts
@@ -13,6 +13,7 @@ import {
   applyAgentAutoCompactionGuard as applyAgentAutoCompactionGuardImpl,
   resolveEffectiveCompactionMode,
 } from "../agent-settings.js";
+import { resolveCliBackendConfig as resolveCliBackendConfigImpl } from "../cli-backends.js";
 import { classifyCompactionReason } from "../embedded-agent-runner/compact-reasons.js";
 import { buildEmbeddedCompactionRuntimeContext } from "../embedded-agent-runner/compaction-runtime-context.js";
 import {
@@ -29,7 +30,6 @@ import { ensureSelectedAgentHarnessPlugin as ensureSelectedAgentHarnessPluginImp
 import { maybeCompactAgentHarnessSession as maybeCompactAgentHarnessSessionImpl } from "../harness/selection.js";
 import type { AgentMessage } from "../runtime/index.js";
 import { SessionManager } from "../sessions/session-manager.js";
-import { resolveCliBackendConfig as resolveCliBackendConfigImpl } from "../cli-backends.js";
 import {
   clearCliSessionInStore as clearCliSessionInStoreImpl,
   recordCliCompactionInStore as recordCliCompactionInStoreImpl,
@@ -529,18 +529,12 @@ export async function runCliTurnCompactionLifecycle(params: {
     return params.sessionEntry;
   }
 
-  // When the backend declares native compaction ownership but has no harness
-  // compaction endpoint (e.g. claude-cli — Claude Code compacts its own
-  // transcript internally), skip both native-harness and context-engine
-  // compaction. The backend will handle it; OpenClaw returns a no-op.
   const resolvedBackend = cliCompactionDeps.resolveCliBackendConfig(params.provider, params.cfg);
   if (
     resolvedBackend?.ownsNativeCompaction &&
     !isNativeHarnessCompactionSession(params.sessionEntry, params.provider)
   ) {
-    log.info(
-      `CLI backend "${params.provider}" owns native compaction — deferring to backend`,
-    );
+    log.info(`CLI backend "${params.provider}" owns native compaction — deferring to backend`);
     return params.sessionEntry;
   }
 
diff --git a/src/plugins/cli-backend.types.ts b/src/plugins/cli-backend.types.ts
index 7e4c691747fc..e154d0b67125 100644
--- a/src/plugins/cli-backend.types.ts
+++ b/src/plugins/cli-backend.types.ts
@@ -83,21 +83,8 @@ export type CliBackendPlugin = {
    */
   contextEngineHostCapabilities?: readonly ContextEngineHostCapability[];
   /**
-   * When true, the backend manages its own transcript compaction lifecycle
-   * (e.g. Claude Code's internal auto-compaction). OpenClaw skips its safeguard
-   * summarizer and returns a no-op from the CLI compaction path instead of
-   * fighting the backend's own compaction or hard-failing the turn.
-   *
-   * Safety contract - only declare this when ALL of the following hold, or an
-   * over-budget session can stay over budget / go stale (OpenClaw no longer
-   * rescues it):
-   *  - the backend reliably compacts or bounds its own transcript as it nears
-   *    its context window;
-   *  - it persists a resumable session so the compacted state survives across
-   *    turns (e.g. `--resume` / `--session-id`);
-   *  - it is NOT a native-harness compaction session - a session whose
-   *    `agentHarnessId` matches the provider still routes to the harness
-   *    endpoint, so this no-op applies only when there is no harness endpoint.
+   * Backend-owned compaction for non-harness CLI sessions.
+   * Set only when the backend bounds its own transcript and persists resumable state.
    */
   ownsNativeCompaction?: boolean;
   /**