From 0d90b257c347e3663267af1af6283b9a0d4291ba Mon Sep 17 00:00:00 2001
From: CD <variet@variet.net>
Date: Sat, 7 Mar 2026 20:31:58 +0900
Subject: [PATCH] feat: extractFromLogs for AI response text, remove failed
 RPCs, summary fallback

---
 extension/gravity-bridge-0.2.0.vsix | Bin 30739 -> 30170 bytes
 extension/out/extension.js          | 111 ++++++++++++--------------
 extension/out/extension.js.map      |   2 +-
 extension/src/extension.ts          | 116 ++++++++++++----------------
 4 files changed, 97 insertions(+), 132 deletions(-)

diff --git a/extension/gravity-bridge-0.2.0.vsix b/extension/gravity-bridge-0.2.0.vsix
index de5f1eb2d0662300860d3e95f0c75fbce0dfcb4d..44530c8ca6b4cd4594ae163f38bf180fdde050e0 100644
GIT binary patch
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diff --git a/extension/out/extension.js b/extension/out/extension.js
index 634535d..d34ed80 100644
--- a/extension/out/extension.js
+++ b/extension/out/extension.js
@@ -331,81 +331,38 @@ function activate(context) {
                     if (isFirstPoll) {
                         console.log(`Gravity Bridge: [LS] init ${key.substring(0, 8)} at step ${stepIdx} "${summary.substring(0, 30)}"`);
                     }
-                    else if (stepIdx > 0) {
-                        // New conversation with AI response! Try to get actual text
+                    else if (stepIdx > 0 && summary) {
+                        // New conversation with AI response!
                         console.log(`Gravity Bridge: [LS] NEW conversation ${key.substring(0, 8)} at step ${stepIdx} "${summary.substring(0, 40)}"`);
-                        // Try multiple methods to get actual AI response text
-                        const rpcAttempts = [
-                            { m: 'LoadTrajectory', p: { trajectoryId: trajId } },
-                            { m: 'LoadTrajectory', p: { googleAgentId: agentId } },
-                            { m: 'GetCascadeTrajectory', p: { googleAgentId: agentId } },
-                            { m: 'GetCascadeTrajectorySteps', p: { googleAgentId: agentId } },
-                        ];
-                        let gotText = false;
-                        for (const a of rpcAttempts) {
-                            const res = await lsRPC(a.m, a.p);
-                            if (res && !res.code) {
-                                console.log(`Gravity Bridge: [LS] ✅ ${a.m}(${Object.keys(a.p)[0]}) → keys: ${Object.keys(res).join(', ')}`);
-                                console.log(`Gravity Bridge: [LS] sample: ${JSON.stringify(res).substring(0, 1000)}`);
-                                // Try to extract text
-                                const steps = res.steps || res.cortexSteps || [];
-                                if (Array.isArray(steps) && steps.length > 0) {
-                                    extractAndRelaySteps(steps.slice(-3)); // last 3 steps
-                                    gotText = true;
-                                }
-                                break;
-                            }
-                            else {
-                                const err = res?.message || res?.code || 'empty';
-                                console.log(`Gravity Bridge: [LS] ❌ ${a.m}(${Object.keys(a.p)[0]}): ${typeof err === 'string' ? err.substring(0, 60) : err}`);
-                            }
+                        // Try to extract AI text from extensionLogs
+                        const aiText = extractFromLogs(parsed);
+                        if (aiText) {
+                            writeChatSnapshot(aiText);
+                            console.log(`Gravity Bridge: [LS] → relayed AI text (${aiText.length} chars) from logs`);
                         }
-                        // Fallback: relay summary
-                        if (!gotText && summary) {
+                        else {
                             writeChatSnapshot(`**${summary}**\n\n(새 대화, step ${stepIdx})`);
-                            lastStepIndex[key + '_summary'] = summary;
                             console.log(`Gravity Bridge: [LS] → summary fallback to Discord`);
                         }
+                        lastStepIndex[key + '_summary'] = summary;
                     }
                     continue;
                 }
                 if (stepIdx > prev) {
-                    // New steps detected!
+                    // Existing conversation has new steps
                     console.log(`Gravity Bridge: [LS] ${key.substring(0, 8)} steps: ${prev} → ${stepIdx} "${summary.substring(0, 40)}"`);
-                    // Try RPC to get full step text
-                    const attempts = [
-                        { method: 'GetCascadeTrajectorySteps', params: { googleAgentId: agentId, trajectoryId: trajId, startStepIndex: prev } },
-                        { method: 'GetCascadeTrajectory', params: { googleAgentId: agentId, trajectoryId: trajId } },
-                    ];
-                    let stepsResult = null;
-                    for (const attempt of attempts) {
-                        const res = await lsRPC(attempt.method, attempt.params);
-                        if (res && !res.code && !res.message?.includes('not found')) {
-                            stepsResult = res;
-                            console.log(`Gravity Bridge: [LS] ✅ ${attempt.method} worked!`);
-                            console.log(`Gravity Bridge: [LS] keys: ${Object.keys(res).join(', ')}`);
-                            console.log(`Gravity Bridge: [LS] sample: ${JSON.stringify(res).substring(0, 800)}`);
-                            pollFailCount = 0;
-                            break;
-                        }
+                    // Try to extract AI text from extensionLogs
+                    const aiText = extractFromLogs(parsed);
+                    if (aiText) {
+                        writeChatSnapshot(aiText);
+                        console.log(`Gravity Bridge: [LS] → relayed AI text (${aiText.length} chars)`);
                     }
-                    if (stepsResult) {
-                        const steps = stepsResult.steps || stepsResult.cortexSteps || stepsResult.cortex_steps || [];
-                        if (Array.isArray(steps) && steps.length > 0) {
-                            const newSteps = steps.slice(-(stepIdx - prev));
-                            extractAndRelaySteps(newSteps);
-                        }
-                    }
-                    else {
-                        // Fallback: relay summary text
-                        const summaryKey = key + '_summary';
-                        if (summary && summary !== lastStepIndex[summaryKey]) {
-                            writeChatSnapshot(`[AI 응답 감지]\n\n**${summary}**\n\n(step ${prev} → ${stepIdx})`);
-                            lastStepIndex[summaryKey] = summary;
-                            console.log(`Gravity Bridge: [LS] relayed summary: "${summary.substring(0, 80)}"`);
-                        }
-                        pollFailCount++;
+                    else if (summary && summary !== lastStepIndex[key + '_summary']) {
+                        // Summary changed = new topic
+                        writeChatSnapshot(`**${summary}**\n\n(step ${prev} → ${stepIdx})`);
+                        console.log(`Gravity Bridge: [LS] → summary change relayed`);
                     }
+                    lastStepIndex[key + '_summary'] = summary;
                     lastStepIndex[key] = stepIdx;
                 }
             }
@@ -450,6 +407,34 @@ function activate(context) {
             console.log(`Gravity Bridge: [LS] relayed ${messages.length} response(s) (${combined.length} chars) to Discord`);
         }
     }
+    function extractFromLogs(diagData) {
+        // Try to find AI response text in extension logs
+        const logs = diagData.extensionLogs || diagData.extension_logs || '';
+        if (!logs || typeof logs !== 'string' || logs.length < 10) {
+            return null;
+        }
+        // Look for patterns that indicate AI response text
+        // Pattern 1: notify_user Message content
+        const notifyMatch = logs.match(/notify_user.*?"Message"\s*:\s*"([^"]{20,})"/s);
+        if (notifyMatch) {
+            return notifyMatch[1];
+        }
+        // Pattern 2: "content": "..." blocks from assistant role  
+        const contentMatches = logs.match(/"content"\s*:\s*"([^"]{50,})"/g);
+        if (contentMatches && contentMatches.length > 0) {
+            const lastContent = contentMatches[contentMatches.length - 1];
+            const m = lastContent.match(/"content"\s*:\s*"(.+)"/);
+            if (m) {
+                return m[1].replace(/\\n/g, '\n').replace(/\\"/g, '"');
+            }
+        }
+        // Pattern 3: Look for Korean text blocks (likely user-facing response)
+        const koreanBlocks = logs.match(/[\uAC00-\uD7A3]{10,}[^"]{0,200}/g);
+        if (koreanBlocks && koreanBlocks.length > 0) {
+            return koreanBlocks[koreanBlocks.length - 1].substring(0, 500);
+        }
+        return null;
+    }
     // Start LS bridge after a delay
     setTimeout(async () => {
         const found = await discoverLS();
diff --git a/extension/out/extension.js.map b/extension/out/extension.js.map
index 1736187..3077fc1 100644
--- a/extension/out/extension.js.map
+++ b/extension/out/extension.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/extension/src/extension.ts b/extension/src/extension.ts
index c025546..128561d 100644
--- a/extension/src/extension.ts
+++ b/extension/src/extension.ts
@@ -310,87 +310,39 @@ export function activate(context: vscode.ExtensionContext) {
                     lastStepIndex[key] = stepIdx;
                     if (isFirstPoll) {
                         console.log(`Gravity Bridge: [LS] init ${key.substring(0, 8)} at step ${stepIdx} "${summary.substring(0, 30)}"`);
-                    } else if (stepIdx > 0) {
-                        // New conversation with AI response! Try to get actual text
+                    } else if (stepIdx > 0 && summary) {
+                        // New conversation with AI response!
                         console.log(`Gravity Bridge: [LS] NEW conversation ${key.substring(0, 8)} at step ${stepIdx} "${summary.substring(0, 40)}"`);
 
-                        // Try multiple methods to get actual AI response text
-                        const rpcAttempts = [
-                            { m: 'LoadTrajectory', p: { trajectoryId: trajId } },
-                            { m: 'LoadTrajectory', p: { googleAgentId: agentId } },
-                            { m: 'GetCascadeTrajectory', p: { googleAgentId: agentId } },
-                            { m: 'GetCascadeTrajectorySteps', p: { googleAgentId: agentId } },
-                        ];
-
-                        let gotText = false;
-                        for (const a of rpcAttempts) {
-                            const res = await lsRPC(a.m, a.p);
-                            if (res && !res.code) {
-                                console.log(`Gravity Bridge: [LS] ✅ ${a.m}(${Object.keys(a.p)[0]}) → keys: ${Object.keys(res).join(', ')}`);
-                                console.log(`Gravity Bridge: [LS] sample: ${JSON.stringify(res).substring(0, 1000)}`);
-                                // Try to extract text
-                                const steps = res.steps || res.cortexSteps || [];
-                                if (Array.isArray(steps) && steps.length > 0) {
-                                    extractAndRelaySteps(steps.slice(-3)); // last 3 steps
-                                    gotText = true;
-                                }
-                                break;
-                            } else {
-                                const err = res?.message || res?.code || 'empty';
-                                console.log(`Gravity Bridge: [LS] ❌ ${a.m}(${Object.keys(a.p)[0]}): ${typeof err === 'string' ? err.substring(0, 60) : err}`);
-                            }
-                        }
-
-                        // Fallback: relay summary
-                        if (!gotText && summary) {
+                        // Try to extract AI text from extensionLogs
+                        const aiText = extractFromLogs(parsed);
+                        if (aiText) {
+                            writeChatSnapshot(aiText);
+                            console.log(`Gravity Bridge: [LS] → relayed AI text (${aiText.length} chars) from logs`);
+                        } else {
                             writeChatSnapshot(`**${summary}**\n\n(새 대화, step ${stepIdx})`);
-                            lastStepIndex[key + '_summary'] = summary;
                             console.log(`Gravity Bridge: [LS] → summary fallback to Discord`);
                         }
+                        lastStepIndex[key + '_summary'] = summary;
                     }
                     continue;
                 }
 
                 if (stepIdx > prev) {
-                    // New steps detected!
+                    // Existing conversation has new steps
                     console.log(`Gravity Bridge: [LS] ${key.substring(0, 8)} steps: ${prev} → ${stepIdx} "${summary.substring(0, 40)}"`);
 
-                    // Try RPC to get full step text
-                    const attempts = [
-                        { method: 'GetCascadeTrajectorySteps', params: { googleAgentId: agentId, trajectoryId: trajId, startStepIndex: prev } },
-                        { method: 'GetCascadeTrajectory', params: { googleAgentId: agentId, trajectoryId: trajId } },
-                    ];
-
-                    let stepsResult: any = null;
-                    for (const attempt of attempts) {
-                        const res = await lsRPC(attempt.method, attempt.params);
-                        if (res && !res.code && !res.message?.includes('not found')) {
-                            stepsResult = res;
-                            console.log(`Gravity Bridge: [LS] ✅ ${attempt.method} worked!`);
-                            console.log(`Gravity Bridge: [LS] keys: ${Object.keys(res).join(', ')}`);
-                            console.log(`Gravity Bridge: [LS] sample: ${JSON.stringify(res).substring(0, 800)}`);
-                            pollFailCount = 0;
-                            break;
-                        }
+                    // Try to extract AI text from extensionLogs
+                    const aiText = extractFromLogs(parsed);
+                    if (aiText) {
+                        writeChatSnapshot(aiText);
+                        console.log(`Gravity Bridge: [LS] → relayed AI text (${aiText.length} chars)`);
+                    } else if (summary && summary !== lastStepIndex[key + '_summary']) {
+                        // Summary changed = new topic
+                        writeChatSnapshot(`**${summary}**\n\n(step ${prev} → ${stepIdx})`);
+                        console.log(`Gravity Bridge: [LS] → summary change relayed`);
                     }
-
-                    if (stepsResult) {
-                        const steps = stepsResult.steps || stepsResult.cortexSteps || stepsResult.cortex_steps || [];
-                        if (Array.isArray(steps) && steps.length > 0) {
-                            const newSteps = steps.slice(-(stepIdx - prev));
-                            extractAndRelaySteps(newSteps);
-                        }
-                    } else {
-                        // Fallback: relay summary text
-                        const summaryKey = key + '_summary';
-                        if (summary && summary !== lastStepIndex[summaryKey]) {
-                            writeChatSnapshot(`[AI 응답 감지]\n\n**${summary}**\n\n(step ${prev} → ${stepIdx})`);
-                            lastStepIndex[summaryKey] = summary;
-                            console.log(`Gravity Bridge: [LS] relayed summary: "${summary.substring(0, 80)}"`);
-                        }
-                        pollFailCount++;
-                    }
-
+                    lastStepIndex[key + '_summary'] = summary;
                     lastStepIndex[key] = stepIdx;
                 }
             }
@@ -447,6 +399,34 @@ export function activate(context: vscode.ExtensionContext) {
         }
     }
 
+    function extractFromLogs(diagData: any): string | null {
+        // Try to find AI response text in extension logs
+        const logs = diagData.extensionLogs || diagData.extension_logs || '';
+        if (!logs || typeof logs !== 'string' || logs.length < 10) { return null; }
+
+        // Look for patterns that indicate AI response text
+        // Pattern 1: notify_user Message content
+        const notifyMatch = logs.match(/notify_user.*?"Message"\s*:\s*"([^"]{20,})"/s);
+        if (notifyMatch) { return notifyMatch[1]; }
+
+        // Pattern 2: "content": "..." blocks from assistant role  
+        const contentMatches = logs.match(/"content"\s*:\s*"([^"]{50,})"/g);
+        if (contentMatches && contentMatches.length > 0) {
+            const lastContent = contentMatches[contentMatches.length - 1];
+            const m = lastContent.match(/"content"\s*:\s*"(.+)"/);
+            if (m) { return m[1].replace(/\\n/g, '\n').replace(/\\"/g, '"'); }
+        }
+
+        // Pattern 3: Look for Korean text blocks (likely user-facing response)
+        const koreanBlocks = logs.match(/[\uAC00-\uD7A3]{10,}[^"]{0,200}/g);
+        if (koreanBlocks && koreanBlocks.length > 0) {
+            return koreanBlocks[koreanBlocks.length - 1].substring(0, 500);
+        }
+
+        return null;
+    }
+
+
 
     // Start LS bridge after a delay
     setTimeout(async () => {