diff --git a/docs/user-visible-errors.csv b/docs/user-visible-errors.csv
index a1c3536f39..f4934b80b5 100644
--- a/docs/user-visible-errors.csv
+++ b/docs/user-visible-errors.csv
@@ -1,10 +1,10 @@
 harm_rank,location,trigger,current_copy,user_risk,proposed_replacement,implementation_status,verification_result
 1,src/domain/errors.ts:AnalysisCapabilityUnavailableError,Requested analysis unavailable,"Provider {providerId} cannot execute {operation}: {reason}",Exposes provider and internal operation/reason,"This analysis is unavailable for the current target. Choose another analysis or target.",implemented,focused assertions passed; full `npm run check` passed
-2,src/domain/errors.ts:ProviderAdapterError,Provider adapter fails,"Provider {providerId} adapter failed during {operation}",Exposes provider and implementation boundary,"Analysis could not complete. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
-3,src/domain/errors.ts:HopperRemoteError,Remote analysis request fails,"Hopper request failed ({code}): {safeMessage}",Exposes provider name code and upstream text,"Analysis could not complete. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
-4,src/domain/errors.ts:HopperProtocolError,Malformed provider protocol result,Raw constructor message,Can expose provider protocol and implementation details,"Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
-5,src/domain/errors.ts:AnalysisOutputError,Analysis output fails parsing,"Invalid analysis output for {operation}: {reason}",Exposes internal operation and parser reason,"Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
-6,src/domain/errors.ts:AnalysisProtocolError,Application protocol fails,Raw constructor message,Can expose protocol internals,"Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
+2,src/domain/errors.ts:ProviderAdapterError,Provider adapter fails,"Provider {providerId} adapter failed during {operation}",Exposes provider and implementation boundary,"Analysis could not complete. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
+3,src/domain/errors.ts:HopperRemoteError,Remote analysis request fails,"Hopper request failed ({code}): {safeMessage}",Exposes provider name code and upstream text,"Analysis could not complete. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
+4,src/domain/errors.ts:HopperProtocolError,Malformed provider protocol result,Raw constructor message,Can expose provider protocol and implementation details,"Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
+5,src/domain/errors.ts:AnalysisOutputError,Analysis output fails parsing,"Invalid analysis output for {operation}: {reason}",Exposes internal operation and parser reason,"Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
+6,src/domain/errors.ts:AnalysisProtocolError,Application protocol fails,Raw constructor message,Can expose protocol internals,"Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
 7,src/domain/errors.ts:HopperProcessError,Analysis subprocess stops,"Hopper bridge stopped unexpectedly with code {exitCode}",Exposes provider bridge and process code,"Analysis could not start or stopped unexpectedly. Run `rea doctor`, then try again.",implemented,focused assertions passed; full `npm run check` passed
 8,src/domain/errors.ts:HopperStartError,Analysis subprocess cannot start,Hopper application bridge could not be started,Exposes provider and bridge implementation,"Analysis could not start or stopped unexpectedly. Run `rea doctor`, then try again.",implemented,focused assertions passed; full `npm run check` passed
 9,src/domain/errors.ts:BinaryTargetError,Target cannot open,"Cannot open artifact: {reason}",May expose raw reason and lacks checks,"Preserve the target admission reason; directories name analyze_javascript_application and rea analyze as available alternatives.",implemented,focused assertions passed; full `npm run check` passed
@@ -21,7 +21,7 @@ harm_rank,location,trigger,current_copy,user_risk,proposed_replacement,implement
 21,src/domain/errors.ts:AnalysisCancelledError,Caller cancels analysis,"Analysis operation was cancelled: {operation}",Exposes operation identifier,"Analysis was cancelled. Start it again when ready.",implemented,focused assertions passed; full `npm run check` passed
 22,src/domain/errors.ts:HopperCancelledError,Caller cancels provider request,Hopper operation was cancelled,Exposes provider name,"Analysis was cancelled. Start it again when ready.",implemented,focused assertions passed; full `npm run check` passed
 23,src/domain/errors.ts:NoBinaryOpenError,Analysis requested without target,"No app is open. Ask the user which app to investigate, then call open_binary with its local path.",Low risk; already supplies agent recovery,Keep current copy,implemented,focused assertions passed; full `npm run check` passed
-24,src/server/toolResult.ts:successResult,Successful value violates public output schema,AnalysisOutputError: Analysis output does not match the tool contract,Exposes internal error tag and contract implementation,"Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
+24,src/server/toolResult.ts:successResult,Successful value violates public output schema,AnalysisOutputError: Analysis output does not match the tool contract,Exposes internal error tag and contract implementation,"Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
 24.5,src/server/registerOfficialTools.ts:capability unknown,Approved unknown tracking records an unavailable analysis,"TOOL_NAME is unavailable: PROVIDER_REASON",Exposes an internal tool identifier and provider diagnostic in persistent user-visible evidence,"The requested analysis is unavailable for the current target.",implemented,verified by focused MCP integration test
 24.6,src/application/ReferenceSourceImportEntries.ts:failed entry,A partial reference import contains an unreadable entry,Low-level reader diagnostic stored in entry limitations,Can persist filesystem or reader implementation details,"Code- and entry-specific safe guidance with a retry, limit, exclusion, or platform recovery step.",implemented,verified by exhaustive focused projection test
 24.7,src/server/registerSessionTools.ts:process residual,Capture records a residual unknown linked to capture Evidence,SCOPE: RAW_REASON,Persists adapter diagnostic and implementation wording,"Was SCOPE behavior fully observed during capture?",implemented,verified by focused session MCP test
diff --git a/src/domain/analysisErrorPresentation.ts b/src/domain/analysisErrorPresentation.ts
index 07b2269476..b0e81e54ee 100644
--- a/src/domain/analysisErrorPresentation.ts
+++ b/src/domain/analysisErrorPresentation.ts
@@ -66,7 +66,7 @@ export const analysisErrorRemediationAction = (
   if (error instanceof HopperRemoteError)
     return error.diagnosticType === "invalid_request"
       ? "Correct the reported address, document, or arguments and retry."
-      : "Review the Hopper diagnostic details; correct the request or retry if the failure was transient.";
+      : "Review the Hopper diagnostic details and correct the request or target; run `rea doctor` if the provider itself is failing. Repeating the unchanged request is not expected to succeed.";
   if (error instanceof EvidenceReferenceError)
     return "Use an exact Evidence reference retained by this session, supply the complete inline Evidence, re-run its producer, or import its Evidence bundle. close_binary clears retained records.";
   if (
@@ -282,7 +282,7 @@ const hopperProcessMessage = (error: HopperProcessError): string => {
 
 const standardErrorMessage = (tag: AnalysisErrorTag): string | undefined => {
   if (UNREADABLE_OUTPUT_TAGS.has(tag))
-    return "Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.";
+    return "Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.";
   if (UNSUPPORTED_PROVIDER_TAGS.has(tag))
     return "This analysis is unavailable for the current target. Choose another analysis or target.";
   if (CANCELLED_TAGS.has(tag))
@@ -290,7 +290,7 @@ const standardErrorMessage = (tag: AnalysisErrorTag): string | undefined => {
   if (TIMEOUT_TAGS.has(tag))
     return "Analysis took too long. Try a smaller request, then run `rea doctor` if it continues.";
   if (ADAPTER_FAILURE_TAGS.has(tag))
-    return "Analysis could not complete. Retry once; if it continues, run `rea doctor`.";
+    return "Analysis could not complete. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.";
   if (START_FAILURE_TAGS.has(tag))
     return "Analysis could not start or stopped unexpectedly. Run `rea doctor`, then try again.";
   return undefined;
diff --git a/src/domain/analysisErrorProjection.test.ts b/src/domain/analysisErrorProjection.test.ts
index 66fa069140..635d5c0219 100644
--- a/src/domain/analysisErrorProjection.test.ts
+++ b/src/domain/analysisErrorProjection.test.ts
@@ -384,6 +384,38 @@ describe("analysis error projection: provider failures", () => {
   });
 });
 
+describe("analysis error projection: retry guidance", () => {
+  it.each([
+    [
+      "unreadable output",
+      new AnalysisOutputError("inspect_firmware_regions", "report missing"),
+      "unreadable_output",
+    ],
+    [
+      "adapter failure",
+      new ProviderAdapterError("firmware", "inspect_firmware_regions"),
+      "execution_failure",
+    ],
+    [
+      "Hopper remote failure",
+      new HopperRemoteError(7, "Hopper analysis failed", {
+        diagnosticType: "bridge_exception",
+        operation: "trace_feature",
+      }),
+      "execution_failure",
+    ],
+  ])(
+    "does not recommend an unchanged retry for non-retryable %s",
+    (_name, error, code) => {
+      const projected = projectAnalysisError(error);
+
+      expect(projected).toMatchObject({ code, retryable: false });
+      for (const text of [projected.message, projected.remediation.action])
+        expect(text).not.toMatch(/\bretry\b/iu);
+    },
+  );
+});
+
 describe("analysis error projection: caller contract", () => {
   it("preserves the reported output constraint without exposing its internal cause", () => {
     const projected = projectAnalysisError(
diff --git a/tests/boundary/mcp/enhancedTools.03-returns-typed-graph-failures-and.test.ts b/tests/boundary/mcp/enhancedTools.03-returns-typed-graph-failures-and.test.ts
index 035689b58c..511dec47c1 100644
--- a/tests/boundary/mcp/enhancedTools.03-returns-typed-graph-failures-and.test.ts
+++ b/tests/boundary/mcp/enhancedTools.03-returns-typed-graph-failures-and.test.ts
@@ -44,7 +44,7 @@ describe("enhanced MCP tools", () => {
             error: {
               category: "execution_failure",
               message:
-                "Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",
+                "Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",
             },
           },
         ],
diff --git a/tests/boundary/mcp/enhancedTools.callPathsAndBatches.test.ts b/tests/boundary/mcp/enhancedTools.callPathsAndBatches.test.ts
index 1792221acc..5ed8e9c529 100644
--- a/tests/boundary/mcp/enhancedTools.callPathsAndBatches.test.ts
+++ b/tests/boundary/mcp/enhancedTools.callPathsAndBatches.test.ts
@@ -96,11 +96,11 @@ describe("enhanced MCP tools", () => {
               category: "execution_failure",
               details: { operation: "decompile", reason: "failed" },
               message:
-                "Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",
+                "Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",
               retryable: false,
               remediation: {
                 action:
-                  "Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",
+                  "Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",
               },
             },
           },