diff --git a/CHANGELOG.md b/CHANGELOG.md
index 23f4f657d58..0a43fa35035 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -38,6 +38,7 @@ Docs: https://docs.openclaw.ai
 - CLI/gateway: keep `gateway status --deep` plugin-aware so configured plugin manifest warnings, including missing channel config metadata, stay visible during install and update smoke checks.
 - Doctor: stop flagging the live compatibility agent directory as orphaned when the configured default agent is not `main`. Fixes #74313. (#74438) Thanks @carlos4s.
 - Auth/Claude CLI: persist fresher managed external CLI OAuth credentials back to `auth-profiles.json`, preventing stale `anthropic:claude-cli` profiles from repeatedly bootstrapping and flooding debug logs. Fixes #80129. Thanks @Caulderein.
+- Context: render `/context map` only from actual run context and persist Codex app-server run reports without counting deferred tool-search schemas as prompt-loaded tool schemas.
 - Codex app-server: report Codex-native tool execution to diagnostics so long-running native `bash`, web, file, and MCP tools no longer look like stale embedded runs to the watchdog. (#80217)
 - Telegram: preserve blank lines between manually indented bullet blocks and following numbered sections in rendered replies. Fixes #76998. Thanks @evgyur.
 - Slack: pass configured agent identity through draft preview sends so partial streaming replies keep custom username/avatar on the initial Slack message. Fixes #38235. (#38237) Thanks @lacymorrow.
diff --git a/extensions/codex/src/app-server/run-attempt.test.ts b/extensions/codex/src/app-server/run-attempt.test.ts
index d5119c06d2e..a7f4f0d846d 100644
--- a/extensions/codex/src/app-server/run-attempt.test.ts
+++ b/extensions/codex/src/app-server/run-attempt.test.ts
@@ -740,6 +740,41 @@ describe("runCodexAppServerAttempt", () => {
     expect(heartbeat?.deferLoading).toBe(true);
   });
 
+  it("returns a run context report without deferred Codex dynamic tool schemas", async () => {
+    __testing.setOpenClawCodingToolsFactoryForTests(() => [
+      createRuntimeDynamicTool("message"),
+      createRuntimeDynamicTool("web_search"),
+    ]);
+    const harness = createStartedThreadHarness();
+    const params = createParams(
+      path.join(tempDir, "session.jsonl"),
+      path.join(tempDir, "workspace"),
+    );
+    params.disableTools = false;
+    params.runtimePlan = createCodexRuntimePlanFixture();
+    params.sourceReplyDeliveryMode = "message_tool_only";
+    params.toolsAllow = ["message", "web_search"];
+
+    const run = runCodexAppServerAttempt(params, {
+      pluginConfig: { appServer: { mode: "yolo" } },
+    });
+    await harness.waitForMethod("turn/start", 120_000);
+    await harness.completeTurn({ threadId: "thread-1", turnId: "turn-1" });
+    const result = await run;
+
+    const report = result.systemPromptReport;
+    expect(report?.source).toBe("run");
+    expect(report?.provider).toBe("codex");
+    expect(report?.model).toBe("gpt-5.4-codex");
+    expect(report?.systemPrompt.chars).toBeGreaterThan(0);
+
+    const message = report?.tools.entries.find((tool) => tool.name === "message");
+    const webSearch = report?.tools.entries.find((tool) => tool.name === "web_search");
+    expect(message?.schemaChars).toBeGreaterThan(0);
+    expect(webSearch?.schemaChars).toBe(0);
+    expect(report?.tools.schemaChars).toBe(message?.schemaChars);
+  });
+
   it("keeps searchable Codex dynamic tools canonical in mirrored transcript snapshots", async () => {
     __testing.setOpenClawCodingToolsFactoryForTests(() => [
       createRuntimeDynamicTool("wiki_status"),
diff --git a/extensions/codex/src/app-server/run-attempt.ts b/extensions/codex/src/app-server/run-attempt.ts
index d069b8293fe..e10ada0d2bd 100644
--- a/extensions/codex/src/app-server/run-attempt.ts
+++ b/extensions/codex/src/app-server/run-attempt.ts
@@ -95,6 +95,7 @@ import {
   type CodexUserInput,
   isJsonObject,
   type CodexServerNotification,
+  type CodexDynamicToolSpec,
   type CodexDynamicToolCallParams,
   type CodexDynamicToolCallResponse,
   type CodexTurnStartResponse,
@@ -158,6 +159,11 @@ type OpenClawCodingToolsOptions = NonNullable<
 >;
 type OpenClawCodingToolsFactory =
   (typeof import("openclaw/plugin-sdk/agent-harness"))["createOpenClawCodingTools"];
+type CodexBootstrapContext = Awaited<ReturnType<typeof resolveBootstrapContextForRun>>;
+type CodexBootstrapFile = CodexBootstrapContext["bootstrapFiles"][number];
+type CodexSystemPromptReport = NonNullable<EmbeddedRunAttemptResult["systemPromptReport"]>;
+type CodexToolReportEntry = CodexSystemPromptReport["tools"]["entries"][number];
+type CodexWorkspaceBootstrapContext = CodexBootstrapContext & { instructions?: string };
 
 const testClientFactoryStorage = new AsyncLocalStorage<CodexAppServerClientFactory | undefined>();
 const clientFactory = defaultCodexAppServerClientFactory;
@@ -571,13 +577,14 @@ export async function runCodexAppServerAttempt(
   // Build the workspace bootstrap block before finalizing developer
   // instructions so persona files (SOUL.md, IDENTITY.md, ...) reach Codex
   // through the explicit `developerInstructions` field.
-  const workspaceBootstrapInstructions = await buildCodexWorkspaceBootstrapInstructions({
+  const workspaceBootstrapContext = await buildCodexWorkspaceBootstrapContext({
     params,
     resolvedWorkspace,
     effectiveWorkspace,
     sessionKey: sandboxSessionKey,
     sessionAgentId,
   });
+  const workspaceBootstrapInstructions = workspaceBootstrapContext.instructions;
   let promptText = params.prompt;
   let developerInstructions = joinPresentSections(
     baseDeveloperInstructions,
@@ -639,6 +646,14 @@ export async function runCodexAppServerAttempt(
     messages: historyMessages,
     ctx: hookContext,
   });
+  const systemPromptReport = buildCodexSystemPromptReport({
+    attempt: params,
+    sessionKey: sandboxSessionKey,
+    workspaceDir: effectiveWorkspace,
+    developerInstructions: promptBuild.developerInstructions,
+    workspaceBootstrapContext,
+    tools: toolBridge.specs,
+  });
   const trajectoryRecorder = createCodexTrajectoryRecorder({
     attempt: params,
     cwd: effectiveWorkspace,
@@ -1528,6 +1543,7 @@ export async function runCodexAppServerAttempt(
       aborted: finalAborted,
       promptError: finalPromptError,
       promptErrorSource: finalPromptErrorSource,
+      systemPromptReport,
     };
   } finally {
     emitLifecycleTerminal({
@@ -2195,15 +2211,15 @@ async function readMirroredSessionHistoryMessages(
   return messages;
 }
 
-async function buildCodexWorkspaceBootstrapInstructions(params: {
+async function buildCodexWorkspaceBootstrapContext(params: {
   params: EmbeddedRunAttemptParams;
   resolvedWorkspace: string;
   effectiveWorkspace: string;
   sessionKey: string;
   sessionAgentId: string;
-}): Promise<string | undefined> {
+}): Promise<CodexWorkspaceBootstrapContext> {
   try {
-    const { contextFiles } = await resolveBootstrapContextForRun({
+    const bootstrapContext = await resolveBootstrapContextForRun({
       workspaceDir: params.resolvedWorkspace,
       config: params.params.config,
       sessionKey: params.sessionKey,
@@ -2213,21 +2229,158 @@ async function buildCodexWorkspaceBootstrapInstructions(params: {
       contextMode: params.params.bootstrapContextMode,
       runKind: params.params.bootstrapContextRunKind,
     });
-    return renderCodexWorkspaceBootstrapInstructions(
-      contextFiles.map((file) =>
-        remapCodexContextFilePath({
-          file,
-          sourceWorkspaceDir: params.resolvedWorkspace,
-          targetWorkspaceDir: params.effectiveWorkspace,
-        }),
-      ),
+    const contextFiles = bootstrapContext.contextFiles.map((file) =>
+      remapCodexContextFilePath({
+        file,
+        sourceWorkspaceDir: params.resolvedWorkspace,
+        targetWorkspaceDir: params.effectiveWorkspace,
+      }),
     );
+    return {
+      ...bootstrapContext,
+      contextFiles,
+      instructions: renderCodexWorkspaceBootstrapInstructions(contextFiles),
+    };
   } catch (error) {
     embeddedAgentLog.warn("failed to load codex workspace bootstrap instructions", { error });
-    return undefined;
+    return { bootstrapFiles: [], contextFiles: [] };
   }
 }
 
+function buildCodexSystemPromptReport(params: {
+  attempt: EmbeddedRunAttemptParams;
+  sessionKey: string;
+  workspaceDir: string;
+  developerInstructions: string;
+  workspaceBootstrapContext: CodexWorkspaceBootstrapContext;
+  tools: CodexDynamicToolSpec[];
+}): CodexSystemPromptReport {
+  const toolEntries = params.tools.map(buildCodexToolReportEntry);
+  const schemaChars = toolEntries.reduce((sum, tool) => sum + tool.schemaChars, 0);
+  const projectContextChars = params.workspaceBootstrapContext.instructions?.length ?? 0;
+  const bootstrapMaxChars = readPositiveNumber(
+    params.attempt.config?.agents?.defaults?.bootstrapMaxChars,
+  );
+  const bootstrapTotalMaxChars = readPositiveNumber(
+    params.attempt.config?.agents?.defaults?.bootstrapTotalMaxChars,
+  );
+  return {
+    source: "run",
+    generatedAt: Date.now(),
+    sessionId: params.attempt.sessionId,
+    sessionKey: params.sessionKey,
+    provider: params.attempt.provider,
+    model: params.attempt.modelId,
+    workspaceDir: params.workspaceDir,
+    ...(bootstrapMaxChars ? { bootstrapMaxChars } : {}),
+    ...(bootstrapTotalMaxChars ? { bootstrapTotalMaxChars } : {}),
+    systemPrompt: {
+      chars: params.developerInstructions.length,
+      projectContextChars,
+      nonProjectContextChars: Math.max(
+        0,
+        params.developerInstructions.length - projectContextChars,
+      ),
+    },
+    injectedWorkspaceFiles: buildCodexBootstrapInjectionStats({
+      bootstrapFiles: params.workspaceBootstrapContext.bootstrapFiles,
+      injectedFiles: params.workspaceBootstrapContext.contextFiles,
+    }),
+    skills: {
+      promptChars: 0,
+      entries: [],
+    },
+    tools: {
+      listChars: 0,
+      schemaChars,
+      entries: toolEntries,
+    },
+  };
+}
+
+function buildCodexToolReportEntry(tool: CodexDynamicToolSpec): CodexToolReportEntry {
+  const summary = tool.description.trim();
+  if (tool.deferLoading === true) {
+    return {
+      name: tool.name,
+      summaryChars: summary.length,
+      schemaChars: 0,
+      propertiesCount: null,
+    };
+  }
+  return {
+    name: tool.name,
+    summaryChars: summary.length,
+    ...buildCodexToolSchemaStats(tool.inputSchema),
+  };
+}
+
+function buildCodexToolSchemaStats(
+  schema: JsonValue,
+): Pick<CodexToolReportEntry, "schemaChars" | "propertiesCount"> {
+  const schemaChars = (() => {
+    try {
+      return JSON.stringify(schema).length;
+    } catch {
+      return 0;
+    }
+  })();
+  const properties =
+    isJsonObject(schema) && isJsonObject(schema.properties) ? schema.properties : null;
+  return {
+    schemaChars,
+    propertiesCount: properties ? Object.keys(properties).length : null,
+  };
+}
+
+function buildCodexBootstrapInjectionStats(params: {
+  bootstrapFiles: CodexBootstrapFile[];
+  injectedFiles: EmbeddedContextFile[];
+}): CodexSystemPromptReport["injectedWorkspaceFiles"] {
+  const injectedByPath = new Map<string, string>();
+  const injectedByBaseName = new Map<string, string>();
+  for (const file of params.injectedFiles) {
+    const pathValue = readNonEmptyString(file.path);
+    if (!pathValue) {
+      continue;
+    }
+    if (!injectedByPath.has(pathValue)) {
+      injectedByPath.set(pathValue, file.content);
+    }
+    const baseName = path.posix.basename(pathValue.replaceAll("\\", "/"));
+    if (!injectedByBaseName.has(baseName)) {
+      injectedByBaseName.set(baseName, file.content);
+    }
+  }
+  return params.bootstrapFiles.map((file) => {
+    const pathValue = readNonEmptyString(file.path) ?? file.name;
+    const rawChars = file.missing ? 0 : (file.content ?? "").trimEnd().length;
+    const injected =
+      injectedByPath.get(pathValue) ??
+      injectedByPath.get(file.name) ??
+      injectedByBaseName.get(file.name);
+    const injectedChars = injected?.length ?? 0;
+    return {
+      name: file.name,
+      path: pathValue,
+      missing: file.missing,
+      rawChars,
+      injectedChars,
+      truncated: !file.missing && injectedChars < rawChars,
+    };
+  });
+}
+
+function readPositiveNumber(value: unknown): number | undefined {
+  return typeof value === "number" && Number.isFinite(value) && value > 0
+    ? Math.floor(value)
+    : undefined;
+}
+
+function readNonEmptyString(value: unknown): string | undefined {
+  return typeof value === "string" && value.trim().length > 0 ? value : undefined;
+}
+
 function renderCodexWorkspaceBootstrapInstructions(
   contextFiles: EmbeddedContextFile[],
 ): string | undefined {
diff --git a/src/auto-reply/reply/commands-context-report.test.ts b/src/auto-reply/reply/commands-context-report.test.ts
index 0df2c9709b1..92c1ed1952f 100644
--- a/src/auto-reply/reply/commands-context-report.test.ts
+++ b/src/auto-reply/reply/commands-context-report.test.ts
@@ -182,4 +182,26 @@ describe("buildContextReply", () => {
       await unlink(result.mediaUrl);
     }
   });
+
+  it("does not render context map from an estimated report", async () => {
+    const params = makeParams("/context map", false);
+    const report = params.sessionEntry?.systemPromptReport;
+    if (!report) {
+      throw new Error("missing context report");
+    }
+    params.sessionEntry = {
+      ...params.sessionEntry,
+      systemPromptReport: {
+        ...report,
+        source: "estimate",
+      },
+    } as SessionEntry;
+
+    const result = await buildContextReply(params);
+
+    expect(result.text).toContain("Context treemap unavailable.");
+    expect(result.text).toContain("No actual run context is cached for this session yet.");
+    expect(result.text).not.toContain("Source: estimate");
+    expect(result.mediaUrl).toBeUndefined();
+  });
 });
diff --git a/src/auto-reply/reply/commands-context-report.ts b/src/auto-reply/reply/commands-context-report.ts
index 3b770fb3ec6..2c3dc882b0a 100644
--- a/src/auto-reply/reply/commands-context-report.ts
+++ b/src/auto-reply/reply/commands-context-report.ts
@@ -43,15 +43,21 @@ function formatListTop(
   return { lines, omitted };
 }
 
+function resolveRunContextReport(params: HandleCommandsParams): SessionSystemPromptReport | null {
+  const targetSessionEntry = params.sessionStore?.[params.sessionKey] ?? params.sessionEntry;
+  const existing = targetSessionEntry?.systemPromptReport;
+  return existing?.source === "run" ? existing : null;
+}
+
 async function resolveContextReport(
   params: HandleCommandsParams,
 ): Promise<SessionSystemPromptReport> {
-  const targetSessionEntry = params.sessionStore?.[params.sessionKey] ?? params.sessionEntry;
-  const existing = targetSessionEntry?.systemPromptReport;
-  if (existing && existing.source === "run") {
-    return existing;
+  const runReport = resolveRunContextReport(params);
+  if (runReport) {
+    return runReport;
   }
 
+  const targetSessionEntry = params.sessionStore?.[params.sessionKey] ?? params.sessionEntry;
   const bootstrapMaxChars = resolveBootstrapMaxChars(params.cfg);
   const bootstrapTotalMaxChars = resolveBootstrapTotalMaxChars(params.cfg);
   const { resolveCommandsSystemPromptBundle } = await import("./commands-system-prompt.js");
@@ -100,7 +106,6 @@ export async function buildContextReply(params: HandleCommandsParams): Promise<R
     };
   }
 
-  const report = await resolveContextReport(params);
   const cachedContextUsageTokens = resolveFreshSessionTotalTokens(targetSessionEntry);
   const session = {
     totalTokens: targetSessionEntry?.totalTokens ?? null,
@@ -110,11 +115,17 @@ export async function buildContextReply(params: HandleCommandsParams): Promise<R
     contextTokens: params.contextTokens ?? null,
   } as const;
 
-  if (sub === "json") {
-    return { text: JSON.stringify({ report, session }, null, 2) };
-  }
-
   if (sub === "map") {
+    const report = resolveRunContextReport(params);
+    if (!report) {
+      return {
+        text: [
+          "Context treemap unavailable.",
+          "No actual run context is cached for this session yet.",
+          "Send a normal message, then run /context map again.",
+        ].join("\n"),
+      };
+    }
     const treemap = await renderContextTreemapPng({
       report,
       session: {
@@ -130,6 +141,12 @@ export async function buildContextReply(params: HandleCommandsParams): Promise<R
     };
   }
 
+  const report = await resolveContextReport(params);
+
+  if (sub === "json") {
+    return { text: JSON.stringify({ report, session }, null, 2) };
+  }
+
   if (sub !== "list" && sub !== "show" && sub !== "detail" && sub !== "deep") {
     return {
       text: [