feat: add project-scoped agent memory system

apps/server/src/routes/app-spec/generate-features-from-spec.ts

@@ -9,7 +9,7 @@ import { query } from '@anthropic-ai/claude-agent-sdk';
 import * as secureFs from '../../lib/secure-fs.js';
 import type { EventEmitter } from '../../lib/events.js';
 import { createLogger } from '@automaker/utils';
-import { DEFAULT_PHASE_MODELS, isCursorModel } from '@automaker/types';
+import { DEFAULT_PHASE_MODELS, isCursorModel, stripProviderPrefix } from '@automaker/types';
 import { resolvePhaseModel } from '@automaker/model-resolver';
 import { createFeatureGenerationOptions } from '../../lib/sdk-options.js';
 import { ProviderFactory } from '../../providers/provider-factory.js';
@@ -124,6 +124,8 @@ IMPORTANT: Do not ask for clarification. The specification is provided above. Ge
     logger.info('[FeatureGeneration] Using Cursor provider');
 
     const provider = ProviderFactory.getProviderForModel(model);
+    // Strip provider prefix - providers expect bare model IDs
+    const bareModel = stripProviderPrefix(model);
 
     // Add explicit instructions for Cursor to return JSON in response
     const cursorPrompt = `${prompt}
@@ -135,7 +137,7 @@ CRITICAL INSTRUCTIONS:
 
     for await (const msg of provider.executeQuery({
       prompt: cursorPrompt,
-      model,
+      model: bareModel,
       cwd: projectPath,
       maxTurns: 250,
       allowedTools: ['Read', 'Glob', 'Grep'],

apps/server/src/routes/app-spec/generate-spec.ts

@@ -16,7 +16,7 @@ import {
   type SpecOutput,
 } from '../../lib/app-spec-format.js';
 import { createLogger } from '@automaker/utils';
-import { DEFAULT_PHASE_MODELS, isCursorModel } from '@automaker/types';
+import { DEFAULT_PHASE_MODELS, isCursorModel, stripProviderPrefix } from '@automaker/types';
 import { resolvePhaseModel } from '@automaker/model-resolver';
 import { createSpecGenerationOptions } from '../../lib/sdk-options.js';
 import { extractJson } from '../../lib/json-extractor.js';
@@ -118,6 +118,8 @@ ${getStructuredSpecPromptInstruction()}`;
     logger.info('[SpecGeneration] Using Cursor provider');
 
     const provider = ProviderFactory.getProviderForModel(model);
+    // Strip provider prefix - providers expect bare model IDs
+    const bareModel = stripProviderPrefix(model);
 
     // For Cursor, include the JSON schema in the prompt with clear instructions
     // to return JSON in the response (not write to a file)
@@ -134,7 +136,7 @@ Your entire response should be valid JSON starting with { and ending with }. No
 
     for await (const msg of provider.executeQuery({
       prompt: cursorPrompt,
-      model,
+      model: bareModel,
       cwd: projectPath,
       maxTurns: 250,
       allowedTools: ['Read', 'Glob', 'Grep'],

apps/server/src/routes/backlog-plan/generate-plan.ts

@@ -7,7 +7,12 @@
 
 import type { EventEmitter } from '../../lib/events.js';
 import type { Feature, BacklogPlanResult, BacklogChange, DependencyUpdate } from '@automaker/types';
-import { DEFAULT_PHASE_MODELS, isCursorModel, type ThinkingLevel } from '@automaker/types';
+import {
+  DEFAULT_PHASE_MODELS,
+  isCursorModel,
+  stripProviderPrefix,
+  type ThinkingLevel,
+} from '@automaker/types';
 import { resolvePhaseModel } from '@automaker/model-resolver';
 import { FeatureLoader } from '../../services/feature-loader.js';
 import { ProviderFactory } from '../../providers/provider-factory.js';
@@ -120,6 +125,8 @@ export async function generateBacklogPlan(
     logger.info('[BacklogPlan] Using model:', effectiveModel);
 
     const provider = ProviderFactory.getProviderForModel(effectiveModel);
+    // Strip provider prefix - providers expect bare model IDs
+    const bareModel = stripProviderPrefix(effectiveModel);
 
     // Get autoLoadClaudeMd setting
     const autoLoadClaudeMd = await getAutoLoadClaudeMdSetting(
@@ -151,7 +158,7 @@ ${userPrompt}`;
     // Execute the query
     const stream = provider.executeQuery({
       prompt: finalPrompt,
-      model: effectiveModel,
+      model: bareModel,
       cwd: projectPath,
       systemPrompt: finalSystemPrompt,
       maxTurns: 1,

apps/server/src/routes/context/routes/describe-file.ts

@@ -13,7 +13,7 @@
 import type { Request, Response } from 'express';
 import { query } from '@anthropic-ai/claude-agent-sdk';
 import { createLogger } from '@automaker/utils';
-import { DEFAULT_PHASE_MODELS, isCursorModel } from '@automaker/types';
+import { DEFAULT_PHASE_MODELS, isCursorModel, stripProviderPrefix } from '@automaker/types';
 import { PathNotAllowedError } from '@automaker/platform';
 import { resolvePhaseModel } from '@automaker/model-resolver';
 import { createCustomOptions } from '../../../lib/sdk-options.js';
@@ -198,14 +198,16 @@ File: ${fileName}${truncated ? ' (truncated)' : ''}`;
         logger.info(`Using Cursor provider for model: ${model}`);
 
         const provider = ProviderFactory.getProviderForModel(model);
+        // Strip provider prefix - providers expect bare model IDs
+        const bareModel = stripProviderPrefix(model);
 
         // Build a simple text prompt for Cursor (no multi-part content blocks)
         const cursorPrompt = `${instructionText}\n\n--- FILE CONTENT ---\n${contentToAnalyze}`;
 
         let responseText = '';
         for await (const msg of provider.executeQuery({
           prompt: cursorPrompt,
-          model,
+          model: bareModel,
           cwd,
           maxTurns: 1,
           allowedTools: [],

apps/server/src/routes/context/routes/describe-image.ts

@@ -14,7 +14,7 @@
 import type { Request, Response } from 'express';
 import { query } from '@anthropic-ai/claude-agent-sdk';
 import { createLogger, readImageAsBase64 } from '@automaker/utils';
-import { DEFAULT_PHASE_MODELS, isCursorModel } from '@automaker/types';
+import { DEFAULT_PHASE_MODELS, isCursorModel, stripProviderPrefix } from '@automaker/types';
 import { resolvePhaseModel } from '@automaker/model-resolver';
 import { createCustomOptions } from '../../../lib/sdk-options.js';
 import { ProviderFactory } from '../../../providers/provider-factory.js';
@@ -357,6 +357,8 @@ export function createDescribeImageHandler(
         logger.info(`[${requestId}] Using Cursor provider for model: ${model}`);
 
         const provider = ProviderFactory.getProviderForModel(model);
+        // Strip provider prefix - providers expect bare model IDs
+        const bareModel = stripProviderPrefix(model);
 
         // Build prompt with image reference for Cursor
         // Note: Cursor CLI may not support base64 image blocks directly,
@@ -367,7 +369,7 @@ export function createDescribeImageHandler(
         const queryStart = Date.now();
         for await (const msg of provider.executeQuery({
           prompt: cursorPrompt,
-          model,
+          model: bareModel,
           cwd,
           maxTurns: 1,
           allowedTools: ['Read'], // Allow Read tool so Cursor can read the image if needed

apps/server/src/routes/enhance-prompt/routes/enhance.ts

@@ -12,6 +12,7 @@ import { resolveModelString } from '@automaker/model-resolver';
 import {
   CLAUDE_MODEL_MAP,
   isCursorModel,
+  stripProviderPrefix,
   ThinkingLevel,
   getThinkingTokenBudget,
 } from '@automaker/types';
@@ -98,12 +99,14 @@ async function extractTextFromStream(
  */
 async function executeWithCursor(prompt: string, model: string): Promise<string> {
   const provider = ProviderFactory.getProviderForModel(model);
+  // Strip provider prefix - providers expect bare model IDs
+  const bareModel = stripProviderPrefix(model);
 
   let responseText = '';
 
   for await (const msg of provider.executeQuery({
     prompt,
-    model,
+    model: bareModel,
     cwd: process.cwd(), // Enhancement doesn't need a specific working directory
     readOnly: true, // Prompt enhancement only generates text, doesn't write files
   })) {

apps/server/src/routes/github/routes/validate-issue.ts

@@ -18,7 +18,7 @@ import type {
   LinkedPRInfo,
   ThinkingLevel,
 } from '@automaker/types';
-import { isCursorModel, DEFAULT_PHASE_MODELS } from '@automaker/types';
+import { isCursorModel, DEFAULT_PHASE_MODELS, stripProviderPrefix } from '@automaker/types';
 import { resolvePhaseModel } from '@automaker/model-resolver';
 import { createSuggestionsOptions } from '../../../lib/sdk-options.js';
 import { extractJson } from '../../../lib/json-extractor.js';
@@ -120,6 +120,8 @@ async function runValidation(
       logger.info(`Using Cursor provider for validation with model: ${model}`);
 
       const provider = ProviderFactory.getProviderForModel(model);
+      // Strip provider prefix - providers expect bare model IDs
+      const bareModel = stripProviderPrefix(model);
 
       // For Cursor, include the system prompt and schema in the user prompt
       const cursorPrompt = `${ISSUE_VALIDATION_SYSTEM_PROMPT}
@@ -137,7 +139,7 @@ ${prompt}`;
 
       for await (const msg of provider.executeQuery({
         prompt: cursorPrompt,
-        model,
+        model: bareModel,
         cwd: projectPath,
         readOnly: true, // Issue validation only reads code, doesn't write
       })) {

apps/server/src/routes/suggestions/generate-suggestions.ts

@@ -8,7 +8,12 @@
 import { query } from '@anthropic-ai/claude-agent-sdk';
 import type { EventEmitter } from '../../lib/events.js';
 import { createLogger } from '@automaker/utils';
-import { DEFAULT_PHASE_MODELS, isCursorModel, type ThinkingLevel } from '@automaker/types';
+import {
+  DEFAULT_PHASE_MODELS,
+  isCursorModel,
+  stripProviderPrefix,
+  type ThinkingLevel,
+} from '@automaker/types';
 import { resolvePhaseModel } from '@automaker/model-resolver';
 import { createSuggestionsOptions } from '../../lib/sdk-options.js';
 import { extractJsonWithArray } from '../../lib/json-extractor.js';
@@ -207,6 +212,8 @@ The response will be automatically formatted as structured JSON.`;
     logger.info('[Suggestions] Using Cursor provider');
 
     const provider = ProviderFactory.getProviderForModel(model);
+    // Strip provider prefix - providers expect bare model IDs
+    const bareModel = stripProviderPrefix(model);
 
     // For Cursor, include the JSON schema in the prompt with clear instructions
     const cursorPrompt = `${prompt}
@@ -222,7 +229,7 @@ Your entire response should be valid JSON starting with { and ending with }. No
 
     for await (const msg of provider.executeQuery({
       prompt: cursorPrompt,
-      model,
+      model: bareModel,
       cwd: projectPath,
       maxTurns: 250,
       allowedTools: ['Read', 'Glob', 'Grep'],

apps/server/src/services/agent-service.ts

@@ -274,10 +274,15 @@ export class AgentService {
           ? await getCustomSubagents(this.settingsService, effectiveWorkDir)
           : undefined;
 
-      // Load project context files (CLAUDE.md, CODE_QUALITY.md, etc.)
+      // Load project context files (CLAUDE.md, CODE_QUALITY.md, etc.) and memory files
+      // Use the user's message as task context for smart memory selection
       const contextResult = await loadContextFiles({
         projectPath: effectiveWorkDir,
         fsModule: secureFs as Parameters<typeof loadContextFiles>[0]['fsModule'],
+        taskContext: {
+          title: message.substring(0, 200), // Use first 200 chars as title
+          description: message,
+        },
       });
 
       // When autoLoadClaudeMd is enabled, filter out CLAUDE.md to avoid duplication