Files
claude-mem/src/services/worker/SDKAgent.ts
Alex Newman 2fc4153bef refactor: decompose monolithic services into modular architecture (#534)
* docs: add monolith refactor report with system breakdown

Comprehensive analysis of codebase identifying:
- 14 files over 500 lines requiring refactoring
- 3 critical monoliths (SessionStore, SearchManager, worker-service)
- 80% code duplication across agent files
- 5-phase refactoring roadmap with domain-based architecture

* fix: prevent memory_session_id from equaling content_session_id

The bug: memory_session_id was initialized to contentSessionId as a
"placeholder for FK purposes". This caused the SDK resume logic to
inject memory agent messages into the USER's Claude Code transcript,
corrupting their conversation history.

Root cause:
- SessionStore.createSDKSession initialized memory_session_id = contentSessionId
- SDKAgent checked memorySessionId !== contentSessionId but this check
  only worked if the session was fetched fresh from DB

The fix:
- SessionStore: Initialize memory_session_id as NULL, not contentSessionId
- SDKAgent: Simple truthy check !!session.memorySessionId (NULL = fresh start)
- Database migration: Ran UPDATE to set memory_session_id = NULL for 1807
  existing sessions that had the bug

Also adds [ALIGNMENT] logging across the session lifecycle to help debug
session continuity issues:
- Hook entry: contentSessionId + promptNumber
- DB lookup: contentSessionId → memorySessionId mapping proof
- Resume decision: shows which memorySessionId will be used for resume
- Capture: logs when memorySessionId is captured from first SDK response

UI: Added "Alignment" quick filter button in LogsModal to show only
alignment logs for debugging session continuity.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* refactor: improve error handling in worker-service.ts

- Fix GENERIC_CATCH anti-patterns by logging full error objects instead of just messages
- Add [ANTI-PATTERN IGNORED] markers for legitimate cases (cleanup, hot paths)
- Simplify error handling comments to be more concise
- Improve httpShutdown() error discrimination for ECONNREFUSED
- Reduce LARGE_TRY_BLOCK issues in initialization code

Part of anti-pattern cleanup plan (132 total issues)

* refactor: improve error logging in SearchManager.ts

- Pass full error objects to logger instead of just error.message
- Fixes PARTIAL_ERROR_LOGGING anti-patterns (10 instances)
- Better debugging visibility when Chroma queries fail

Part of anti-pattern cleanup (133 remaining)

* refactor: improve error logging across SessionStore and mcp-server

- SessionStore.ts: Fix error logging in column rename utility
- mcp-server.ts: Log full error objects instead of just error.message
- Improve error handling in Worker API calls and tool execution

Part of anti-pattern cleanup (133 remaining)

* Refactor hooks to streamline error handling and loading states

- Simplified error handling in useContextPreview by removing try-catch and directly checking response status.
- Refactored usePagination to eliminate try-catch, improving readability and maintaining error handling through response checks.
- Cleaned up useSSE by removing unnecessary try-catch around JSON parsing, ensuring clarity in message handling.
- Enhanced useSettings by streamlining the saving process, removing try-catch, and directly checking the result for success.

* refactor: add error handling back to SearchManager Chroma calls

- Wrap queryChroma calls in try-catch to prevent generator crashes
- Log Chroma errors as warnings and fall back gracefully
- Fixes generator failures when Chroma has issues
- Part of anti-pattern cleanup recovery

* feat: Add generator failure investigation report and observation duplication regression report

- Created a comprehensive investigation report detailing the root cause of generator failures during anti-pattern cleanup, including the impact, investigation process, and implemented fixes.
- Documented the critical regression causing observation duplication due to race conditions in the SDK agent, outlining symptoms, root cause analysis, and proposed fixes.

* fix: address PR #528 review comments - atomic cleanup and detector improvements

This commit addresses critical review feedback from PR #528:

## 1. Atomic Message Cleanup (Fix Race Condition)

**Problem**: SessionRoutes.ts generator error handler had race condition
- Queried messages then marked failed in loop
- If crash during loop → partial marking → inconsistent state

**Solution**:
- Added `markSessionMessagesFailed()` to PendingMessageStore.ts
- Single atomic UPDATE statement replaces loop
- Follows existing pattern from `resetProcessingToPending()`

**Files**:
- src/services/sqlite/PendingMessageStore.ts (new method)
- src/services/worker/http/routes/SessionRoutes.ts (use new method)

## 2. Anti-Pattern Detector Improvements

**Problem**: Detector didn't recognize logger.failure() method
- Lines 212 & 335 already included "failure"
- Lines 112-113 (PARTIAL_ERROR_LOGGING detection) did not

**Solution**: Updated regex patterns to include "failure" for consistency

**Files**:
- scripts/anti-pattern-test/detect-error-handling-antipatterns.ts

## 3. Documentation

**PR Comment**: Added clarification on memory_session_id fix location
- Points to SessionStore.ts:1155
- Explains why NULL initialization prevents message injection bug

## Review Response

Addresses "Must Address Before Merge" items from review:
 Clarified memory_session_id bug fix location (via PR comment)
 Made generator error handler message cleanup atomic
 Deferred comprehensive test suite to follow-up PR (keeps PR focused)

## Testing

- Build passes with no errors
- Anti-pattern detector runs successfully
- Atomic cleanup follows proven pattern from existing methods

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

* fix: FOREIGN KEY constraint and missing failed_at_epoch column

Two critical bugs fixed:

1. Missing failed_at_epoch column in pending_messages table
   - Added migration 20 to create the column
   - Fixes error when trying to mark messages as failed

2. FOREIGN KEY constraint failed when storing observations
   - All three agents (SDK, Gemini, OpenRouter) were passing
     session.contentSessionId instead of session.memorySessionId
   - storeObservationsAndMarkComplete expects memorySessionId
   - Added null check and clear error message

However, observations still not saving - see investigation report.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

* Refactor hook input parsing to improve error handling

- Added a nested try-catch block in new-hook.ts, save-hook.ts, and summary-hook.ts to handle JSON parsing errors more gracefully.
- Replaced direct error throwing with logging of the error details using logger.error.
- Ensured that the process exits cleanly after handling input in all three hooks.

* docs: update monolith report post session-logging merge

- SessionStore grew to 2,011 lines (49 methods) - highest priority
- SearchManager reduced to 1,778 lines (improved)
- Agent files reduced by ~45 lines combined
- Added trend indicators and post-merge observations
- Core refactoring proposal remains valid

* refactor(sqlite): decompose SessionStore into modular architecture

Extract the 2011-line SessionStore.ts monolith into focused, single-responsibility
modules following grep-optimized progressive disclosure pattern:

New module structure:
- sessions/ - Session creation and retrieval (create.ts, get.ts, types.ts)
- observations/ - Observation storage and queries (store.ts, get.ts, recent.ts, files.ts, types.ts)
- summaries/ - Summary storage and queries (store.ts, get.ts, recent.ts, types.ts)
- prompts/ - User prompt management (store.ts, get.ts, types.ts)
- timeline/ - Cross-entity timeline queries (queries.ts)
- import/ - Bulk import operations (bulk.ts)
- migrations/ - Database migrations (runner.ts)

New coordinator files:
- Database.ts - ClaudeMemDatabase class with re-exports
- transactions.ts - Atomic cross-entity transactions
- Named re-export facades (Sessions.ts, Observations.ts, etc.)

Key design decisions:
- All functions take `db: Database` as first parameter (functional style)
- Named re-exports instead of index.ts for grep-friendliness
- SessionStore retained as backward-compatible wrapper
- Target file size: 50-150 lines (60% compliance)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* refactor(agents): extract shared logic into modular architecture

Consolidate duplicate code across SDKAgent, GeminiAgent, and OpenRouterAgent
into focused utility modules. Total reduction: 500 lines (29%).

New modules in src/services/worker/agents/:
- ResponseProcessor.ts: Atomic DB transactions, Chroma sync, SSE broadcast
- ObservationBroadcaster.ts: SSE event formatting and dispatch
- SessionCleanupHelper.ts: Session state cleanup and stuck message reset
- FallbackErrorHandler.ts: Provider error detection for fallback logic
- types.ts: Shared interfaces (WorkerRef, SSE payloads, StorageResult)

Bug fix: SDKAgent was incorrectly using obs.files instead of obs.files_read
and hardcoding files_modified to empty array.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* refactor(search): extract search strategies into modular architecture

Decompose SearchManager into focused strategy pattern with:
- SearchOrchestrator: Coordinates strategy selection and fallback
- ChromaSearchStrategy: Vector semantic search via ChromaDB
- SQLiteSearchStrategy: Filter-only queries for date/project/type
- HybridSearchStrategy: Metadata filtering + semantic ranking
- ResultFormatter: Markdown table formatting for results
- TimelineBuilder: Chronological timeline construction
- Filter modules: DateFilter, ProjectFilter, TypeFilter

SearchManager now delegates to new infrastructure while maintaining
full backward compatibility with existing public API.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* refactor(context): decompose context-generator into modular architecture

Extract 660-line monolith into focused components:
- ContextBuilder: Main orchestrator (~160 lines)
- ContextConfigLoader: Configuration loading
- TokenCalculator: Token budget calculations
- ObservationCompiler: Data retrieval and query building
- MarkdownFormatter/ColorFormatter: Output formatting
- Section renderers: Header, Timeline, Summary, Footer

Maintains full backward compatibility - context-generator.ts now
delegates to new ContextBuilder while preserving public API.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* refactor(worker): decompose worker-service into modular infrastructure

Split 2000+ line monolith into focused modules:

Infrastructure:
- ProcessManager: PID files, signal handlers, child process cleanup
- HealthMonitor: Port checks, health polling, version matching
- GracefulShutdown: Coordinated cleanup on exit

Server:
- Server: Express app setup, core routes, route registration
- Middleware: Re-exports from existing middleware
- ErrorHandler: Centralized error handling with AppError class

Integrations:
- CursorHooksInstaller: Full Cursor IDE integration (registry, hooks, MCP)

WorkerService now acts as thin coordinator wiring all components together.
Maintains full backward compatibility with existing public API.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Refactor session queue processing and database interactions

- Implement claim-and-delete pattern in SessionQueueProcessor to simplify message handling and eliminate duplicate processing.
- Update PendingMessageStore to support atomic claim-and-delete operations, removing the need for intermediate processing states.
- Introduce storeObservations method in SessionStore for simplified observation and summary storage without message tracking.
- Remove deprecated methods and clean up session state management in worker agents.
- Adjust response processing to accommodate new storage patterns, ensuring atomic transactions for observations and summaries.
- Remove unnecessary reset logic for stuck messages due to the new queue handling approach.

* Add duplicate observation cleanup script

Script to clean up duplicate observations created by the batching bug
where observations were stored once per message ID instead of once per
observation. Includes safety checks to always keep at least one copy.

Usage:
  bun scripts/cleanup-duplicates.ts           # Dry run
  bun scripts/cleanup-duplicates.ts --execute # Delete duplicates
  bun scripts/cleanup-duplicates.ts --aggressive # Ignore time window

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-01-03 21:22:27 -05:00

363 lines
14 KiB
TypeScript

/**
* SDKAgent: SDK query loop handler
*
* Responsibility:
* - Spawn Claude subprocess via Agent SDK
* - Run event-driven query loop (no polling)
* - Process SDK responses (observations, summaries)
* - Sync to database and Chroma
*/
import { execSync } from 'child_process';
import { homedir } from 'os';
import path from 'path';
import { DatabaseManager } from './DatabaseManager.js';
import { SessionManager } from './SessionManager.js';
import { logger } from '../../utils/logger.js';
import { buildInitPrompt, buildObservationPrompt, buildSummaryPrompt, buildContinuationPrompt } from '../../sdk/prompts.js';
import { SettingsDefaultsManager } from '../../shared/SettingsDefaultsManager.js';
import { USER_SETTINGS_PATH } from '../../shared/paths.js';
import type { ActiveSession, SDKUserMessage } from '../worker-types.js';
import { ModeManager } from '../domain/ModeManager.js';
import { processAgentResponse, type WorkerRef } from './agents/index.js';
// Import Agent SDK (assumes it's installed)
// @ts-ignore - Agent SDK types may not be available
import { query } from '@anthropic-ai/claude-agent-sdk';
export class SDKAgent {
private dbManager: DatabaseManager;
private sessionManager: SessionManager;
constructor(dbManager: DatabaseManager, sessionManager: SessionManager) {
this.dbManager = dbManager;
this.sessionManager = sessionManager;
}
/**
* Start SDK agent for a session (event-driven, no polling)
* @param worker WorkerService reference for spinner control (optional)
*/
async startSession(session: ActiveSession, worker?: WorkerRef): Promise<void> {
// Find Claude executable
const claudePath = this.findClaudeExecutable();
// Get model ID and disallowed tools
const modelId = this.getModelId();
// Memory agent is OBSERVER ONLY - no tools allowed
const disallowedTools = [
'Bash', // Prevent infinite loops
'Read', // No file reading
'Write', // No file writing
'Edit', // No file editing
'Grep', // No code searching
'Glob', // No file pattern matching
'WebFetch', // No web fetching
'WebSearch', // No web searching
'Task', // No spawning sub-agents
'NotebookEdit', // No notebook editing
'AskUserQuestion',// No asking questions
'TodoWrite' // No todo management
];
// Create message generator (event-driven)
const messageGenerator = this.createMessageGenerator(session);
// CRITICAL: Only resume if memorySessionId exists (was captured from a previous SDK response).
// memorySessionId starts as NULL and is captured on first SDK message.
// NEVER use contentSessionId for resume - that would inject messages into the user's transcript!
const hasRealMemorySessionId = !!session.memorySessionId;
logger.info('SDK', 'Starting SDK query', {
sessionDbId: session.sessionDbId,
contentSessionId: session.contentSessionId,
memorySessionId: session.memorySessionId,
hasRealMemorySessionId,
resume_parameter: hasRealMemorySessionId ? session.memorySessionId : '(none - fresh start)',
lastPromptNumber: session.lastPromptNumber
});
// SESSION ALIGNMENT LOG: Resume decision proof - show if we're resuming with correct memorySessionId
if (session.lastPromptNumber > 1) {
logger.info('SDK', `[ALIGNMENT] Resume Decision | contentSessionId=${session.contentSessionId} | memorySessionId=${session.memorySessionId} | prompt#=${session.lastPromptNumber} | hasRealMemorySessionId=${hasRealMemorySessionId} | resumeWith=${hasRealMemorySessionId ? session.memorySessionId : 'NONE (fresh SDK session)'}`);
} else {
logger.info('SDK', `[ALIGNMENT] First Prompt | contentSessionId=${session.contentSessionId} | prompt#=${session.lastPromptNumber} | Will capture memorySessionId from first SDK response`);
}
// Run Agent SDK query loop
// Only resume if we have a captured memory session ID
const queryResult = query({
prompt: messageGenerator,
options: {
model: modelId,
// Resume with captured memorySessionId (null on first prompt, real ID on subsequent)
...(hasRealMemorySessionId && { resume: session.memorySessionId }),
disallowedTools,
abortController: session.abortController,
pathToClaudeCodeExecutable: claudePath
}
});
// Process SDK messages
for await (const message of queryResult) {
// Capture memory session ID from first SDK message (any type has session_id)
// This enables resume for subsequent generator starts within the same user session
if (!session.memorySessionId && message.session_id) {
session.memorySessionId = message.session_id;
// Persist to database for cross-restart recovery
this.dbManager.getSessionStore().updateMemorySessionId(
session.sessionDbId,
message.session_id
);
logger.info('SDK', 'Captured memory session ID', {
sessionDbId: session.sessionDbId,
memorySessionId: message.session_id
});
// SESSION ALIGNMENT LOG: Memory session ID captured - now contentSessionId→memorySessionId mapping is complete
logger.info('SDK', `[ALIGNMENT] Captured | contentSessionId=${session.contentSessionId} → memorySessionId=${message.session_id} | Future prompts will resume with this ID`);
}
// Handle assistant messages
if (message.type === 'assistant') {
const content = message.message.content;
const textContent = Array.isArray(content)
? content.filter((c: any) => c.type === 'text').map((c: any) => c.text).join('\n')
: typeof content === 'string' ? content : '';
const responseSize = textContent.length;
// Capture token state BEFORE updating (for delta calculation)
const tokensBeforeResponse = session.cumulativeInputTokens + session.cumulativeOutputTokens;
// Extract and track token usage
const usage = message.message.usage;
if (usage) {
session.cumulativeInputTokens += usage.input_tokens || 0;
session.cumulativeOutputTokens += usage.output_tokens || 0;
// Cache creation counts as discovery, cache read doesn't
if (usage.cache_creation_input_tokens) {
session.cumulativeInputTokens += usage.cache_creation_input_tokens;
}
logger.debug('SDK', 'Token usage captured', {
sessionId: session.sessionDbId,
inputTokens: usage.input_tokens,
outputTokens: usage.output_tokens,
cacheCreation: usage.cache_creation_input_tokens || 0,
cacheRead: usage.cache_read_input_tokens || 0,
cumulativeInput: session.cumulativeInputTokens,
cumulativeOutput: session.cumulativeOutputTokens
});
}
// Calculate discovery tokens (delta for this response only)
const discoveryTokens = (session.cumulativeInputTokens + session.cumulativeOutputTokens) - tokensBeforeResponse;
// Process response (empty or not) and mark messages as processed
// Capture earliest timestamp BEFORE processing (will be cleared after)
const originalTimestamp = session.earliestPendingTimestamp;
if (responseSize > 0) {
const truncatedResponse = responseSize > 100
? textContent.substring(0, 100) + '...'
: textContent;
logger.dataOut('SDK', `Response received (${responseSize} chars)`, {
sessionId: session.sessionDbId,
promptNumber: session.lastPromptNumber
}, truncatedResponse);
}
// Parse and process response using shared ResponseProcessor
await processAgentResponse(
textContent,
session,
this.dbManager,
this.sessionManager,
worker,
discoveryTokens,
originalTimestamp,
'SDK'
);
}
// Log result messages
if (message.type === 'result' && message.subtype === 'success') {
// Usage telemetry is captured at SDK level
}
}
// Mark session complete
const sessionDuration = Date.now() - session.startTime;
logger.success('SDK', 'Agent completed', {
sessionId: session.sessionDbId,
duration: `${(sessionDuration / 1000).toFixed(1)}s`
});
}
/**
* Create event-driven message generator (yields messages from SessionManager)
*
* CRITICAL: CONTINUATION PROMPT LOGIC
* ====================================
* This is where NEW hook's dual-purpose nature comes together:
*
* - Prompt #1 (lastPromptNumber === 1): buildInitPrompt
* - Full initialization prompt with instructions
* - Sets up the SDK agent's context
*
* - Prompt #2+ (lastPromptNumber > 1): buildContinuationPrompt
* - Continuation prompt for same session
* - Includes session context and prompt number
*
* BOTH prompts receive session.contentSessionId:
* - This comes from the hook's session_id (see new-hook.ts)
* - Same session_id used by SAVE hook to store observations
* - This is how everything stays connected in one unified session
*
* NO SESSION EXISTENCE CHECKS NEEDED:
* - SessionManager.initializeSession already fetched this from database
* - Database row was created by new-hook's createSDKSession call
* - We just use the session_id we're given - simple and reliable
*
* SHARED CONVERSATION HISTORY:
* - Each user message is added to session.conversationHistory
* - This allows provider switching (Claude→Gemini) with full context
* - SDK manages its own internal state, but we mirror it for interop
*/
private async *createMessageGenerator(session: ActiveSession): AsyncIterableIterator<SDKUserMessage> {
// Load active mode
const mode = ModeManager.getInstance().getActiveMode();
// Build initial prompt
const isInitPrompt = session.lastPromptNumber === 1;
logger.info('SDK', 'Creating message generator', {
sessionDbId: session.sessionDbId,
contentSessionId: session.contentSessionId,
lastPromptNumber: session.lastPromptNumber,
isInitPrompt,
promptType: isInitPrompt ? 'INIT' : 'CONTINUATION'
});
const initPrompt = isInitPrompt
? buildInitPrompt(session.project, session.contentSessionId, session.userPrompt, mode)
: buildContinuationPrompt(session.userPrompt, session.lastPromptNumber, session.contentSessionId, mode);
// Add to shared conversation history for provider interop
session.conversationHistory.push({ role: 'user', content: initPrompt });
// Yield initial user prompt with context (or continuation if prompt #2+)
// CRITICAL: Both paths use session.contentSessionId from the hook
yield {
type: 'user',
message: {
role: 'user',
content: initPrompt
},
session_id: session.contentSessionId,
parent_tool_use_id: null,
isSynthetic: true
};
// Consume pending messages from SessionManager (event-driven, no polling)
for await (const message of this.sessionManager.getMessageIterator(session.sessionDbId)) {
if (message.type === 'observation') {
// Update last prompt number
if (message.prompt_number !== undefined) {
session.lastPromptNumber = message.prompt_number;
}
const obsPrompt = buildObservationPrompt({
id: 0, // Not used in prompt
tool_name: message.tool_name!,
tool_input: JSON.stringify(message.tool_input),
tool_output: JSON.stringify(message.tool_response),
created_at_epoch: Date.now(),
cwd: message.cwd
});
// Add to shared conversation history for provider interop
session.conversationHistory.push({ role: 'user', content: obsPrompt });
yield {
type: 'user',
message: {
role: 'user',
content: obsPrompt
},
session_id: session.contentSessionId,
parent_tool_use_id: null,
isSynthetic: true
};
} else if (message.type === 'summarize') {
const summaryPrompt = buildSummaryPrompt({
id: session.sessionDbId,
memory_session_id: session.memorySessionId,
project: session.project,
user_prompt: session.userPrompt,
last_assistant_message: message.last_assistant_message || ''
}, mode);
// Add to shared conversation history for provider interop
session.conversationHistory.push({ role: 'user', content: summaryPrompt });
yield {
type: 'user',
message: {
role: 'user',
content: summaryPrompt
},
session_id: session.contentSessionId,
parent_tool_use_id: null,
isSynthetic: true
};
}
}
}
// ============================================================================
// Configuration Helpers
// ============================================================================
/**
* Find Claude executable (inline, called once per session)
*/
private findClaudeExecutable(): string {
const settings = SettingsDefaultsManager.loadFromFile(USER_SETTINGS_PATH);
// 1. Check configured path
if (settings.CLAUDE_CODE_PATH) {
// Lazy load fs to keep startup fast
const { existsSync } = require('fs');
if (!existsSync(settings.CLAUDE_CODE_PATH)) {
throw new Error(`CLAUDE_CODE_PATH is set to "${settings.CLAUDE_CODE_PATH}" but the file does not exist.`);
}
return settings.CLAUDE_CODE_PATH;
}
// 2. Try auto-detection
try {
const claudePath = execSync(
process.platform === 'win32' ? 'where claude' : 'which claude',
{ encoding: 'utf8', windowsHide: true, stdio: ['ignore', 'pipe', 'ignore'] }
).trim().split('\n')[0].trim();
if (claudePath) return claudePath;
} catch (error) {
// [ANTI-PATTERN IGNORED]: Fallback behavior - which/where failed, continue to throw clear error
logger.debug('SDK', 'Claude executable auto-detection failed', {}, error as Error);
}
throw new Error('Claude executable not found. Please either:\n1. Add "claude" to your system PATH, or\n2. Set CLAUDE_CODE_PATH in ~/.claude-mem/settings.json');
}
/**
* Get model ID from settings or environment
*/
private getModelId(): string {
const settingsPath = path.join(homedir(), '.claude-mem', 'settings.json');
const settings = SettingsDefaultsManager.loadFromFile(settingsPath);
return settings.CLAUDE_MEM_MODEL;
}
}