Commit Graph

33 Commits

Author SHA1 Message Date
Alex Newman
9aec461e14 Update mem-search plugin with new features and improvements 2025-12-17 15:39:03 -05:00
Alex Newman
0fe0705133 chore: bump version to 7.3.5 (#375)
Co-authored-by: Claude <noreply@anthropic.com>
2025-12-17 14:54:13 -05:00
ToxMox
a5bf653a47 fix(windows): solve zombie port problem with wrapper architecture (#372)
On Windows, Bun doesn't properly release socket handles when the worker
process exits, causing "zombie ports" that remain bound even after all
processes are dead. This required a system reboot to clear.

Solution: Introduce a wrapper process (worker-wrapper.cjs) that:
- Spawns the actual worker as a child with IPC channel
- On restart/shutdown, uses `taskkill /T /F` to kill the entire process tree
- Exits itself, allowing hooks to start fresh

The wrapper has no sockets, so Bun's socket cleanup bug doesn't affect it.
When the wrapper kills the inner worker tree and exits, the port is properly
released and can be immediately reused.

Key changes:
- New worker-wrapper.ts for Windows process lifecycle management
- ProcessManager starts wrapper on Windows, worker directly on Unix
- Worker sends IPC messages to wrapper for restart/shutdown
- Health endpoint now includes debug info (build ID, managed status, hasIpc)

Tested: Restart API now properly releases port and new worker binds to same port.

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

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-17 14:45:41 -05:00
Alex Newman
660c523ba4 fix: shorten MCP server name to prevent tool name length errors (#360)
* fix: shorten MCP server name to prevent tool name length errors (#358)

Root cause: Claude Code prefixes MCP tool names with
`mcp__plugin_{plugin-name}_{server-name}__` which was 43 chars
for `mcp__plugin_claude-mem_claude-mem-search__`. Combined with
`progressive_description` (22 chars) this exceeded the 64 char limit.

Changes:
- Shortened MCP server name from 'claude-mem-search' to 'mem-search'
  (saves 8 chars, new prefix is 35 chars)
- Renamed `progressive_description` tool to `help` (saves 18 chars)
- Updated SKILL.md to reference new `help` tool name
- Updated internal Server constructor name for consistency

All tool names now safely under 64 char limit:
- Longest is now `get_batch_observations` at 56 chars total
- `help` is only 39 chars total

Fixes #358

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

* refactor: rename get_batch_observations to get_observations

The plural form naturally implies multiple items can be fetched,
following WordPress conventions. Simpler and clearer naming.

Also saves 6 additional characters for MCP tool name length.

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

* docs: update all references to renamed MCP tools

Updated documentation and code comments to reflect:
- progressive_description → help
- get_batch_observations → get_observations

Files updated:
- docs/public/usage/claude-desktop.mdx
- docs/public/architecture/worker-service.mdx
- src/services/worker/FormattingService.ts

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

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

---------

Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-16 22:06:24 -05:00
Alex Newman
bd7077d65f fix: add PowerShell string escaping for security best practices
Adds proper PowerShell escaping to prevent theoretical command injection
in Start-Process arguments on Windows.

Security Context:
- All paths (bunPath, script, MARKETPLACE_ROOT) are application-controlled
- Not user input - derived from system paths and installation directories
- If attacker could modify these, they already have filesystem access
- This includes direct access to ~/.claude-mem/claude-mem.db
- Nevertheless, proper escaping follows security best practices

Changes:
- Added escapePowerShellString() helper for PowerShell single-quote escaping
- Escapes all path arguments before PowerShell command construction
- Added security context comment explaining threat model

Fixes: Security concern raised in PR #339 review

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Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-16 17:04:20 -05:00
Alex Newman
47cb403889 fix: add pre-restart delay to prevent MCP server failures on plugin updates
Add 2-second delay before worker restart in ensureWorkerVersionMatches() to
give files time to sync. Fixes issue where MCP server would fail after plugin
updates because restart happened too quickly.

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

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-14 23:38:40 -05:00
Alex Newman
61488042d8 Mem-search enhancements: table output, simplified API, Sonnet default, and removed fake URIs (#317)
* feat: Add batch fetching for observations and update documentation

- Implemented a new endpoint for fetching multiple observations by IDs in a single request.
- Updated the DataRoutes to include a POST /api/observations/batch endpoint.
- Enhanced SKILL.md documentation to reflect changes in the search process and batch fetching capabilities.
- Increased the default limit for search results from 5 to 40 for better usability.

* feat!: Fix timeline parameter passing with SearchManager alignment

BREAKING CHANGE: Timeline MCP tools now use standardized parameter names
- anchor_id → anchor
- before → depth_before
- after → depth_after
- obs_type → type (timeline tool only)

Fixes timeline endpoint failures caused by parameter name mismatch between
MCP layer and SearchManager. Adds new SessionStore methods for fetching
prompts and session summaries by ID.

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

* docs: reframe timeline parameter fix as bug fix, not breaking change

The timeline tools were completely broken due to parameter name mismatch.
There's nothing to migrate from since the old parameters never worked.

Co-authored-by: Alex Newman <thedotmack@users.noreply.github.com>

* Refactor mem-search documentation and optimize API tool definitions

- Updated SKILL.md to emphasize batch fetching for observations, clarifying usage and efficiency.
- Removed deprecated tools from mcp-server.ts and streamlined tool definitions for clarity.
- Enhanced formatting in FormattingService.ts for better output readability.
- Adjusted SearchManager.ts to improve result headers and removed unnecessary search tips from combined text.

* Refactor FormattingService and SearchManager for table-based output

- Updated FormattingService to format search results as tables, including methods for formatting observations, sessions, and user prompts.
- Removed JSON format handling from SearchManager and streamlined result formatting to consistently use table format.
- Enhanced readability and consistency in search tips and formatting logic.
- Introduced token estimation for observations and improved time formatting.

* refactor: update documentation and API references for version bump and search functionalities

* Refactor code structure for improved readability and maintainability

* chore: change default model from haiku to sonnet

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

* feat: unify timeline formatting across search and context services

Extract shared timeline formatting utilities into reusable module to align
MCP search output format with context-generator's date/file-grouped format.

Changes:
- Create src/shared/timeline-formatting.ts with reusable utilities
  (parseJsonArray, formatDateTime, formatTime, formatDate, toRelativePath,
  extractFirstFile, groupByDate)
- Refactor context-generator.ts to use shared utilities
- Update SearchManager.search() to use date/file grouping
- Add search-specific row formatters to FormattingService
- Fix timeline methods to extract actual file paths from metadata
  instead of hardcoding 'General'
- Remove Work column from search output (kept in context output)

Result: Consistent date/file-grouped markdown formatting across both
systems while maintaining their different column requirements.

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

* refactor: remove redundant legend from search output

Remove legend from search/timeline results since it's already shown
in SessionStart context. Saves ~30 tokens per search result.

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

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

* Refactor session summary rendering to remove links

- Removed link generation for session summaries in context generation and search manager.
- Updated output formatting to exclude links while maintaining the session summary structure.
- Adjusted related components in TimelineService to ensure consistency across the application.

* fix: move skillPath declaration outside try block to fix scoping bug

The skillPath variable was declared inside the try block but referenced
in the catch block for error logging. Since const is block-scoped, this
would cause a ReferenceError when the error handler executes.

Moved skillPath declaration before the try block so it's accessible in
both try and catch scopes.

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

* fix: address PR #317 code review feedback

**Critical Fixes:**
- Replace happy_path_error__with_fallback debug calls with proper logger methods in mcp-server.ts
- All HTTP API calls now use logger.debug/error for consistent logging

**Code Quality Improvements:**
- Extract 90-day recency window magic numbers to named constants
- Added RECENCY_WINDOW_DAYS and RECENCY_WINDOW_MS constants in SearchManager

**Documentation:**
- Document model cost implications of Haiku → Sonnet upgrade in CHANGELOG
- Provide clear migration path for users who want to revert to Haiku

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

* refactor: simplify CHANGELOG - remove cost documentation

Removed model cost comparison documentation per user feedback.
Kept only the technical code quality improvements.

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

---------

Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>
Co-authored-by: Alex Newman <thedotmack@users.noreply.github.com>
2025-12-14 21:58:11 -05:00
Alex Newman
7fdf5e75ab refactor: replace happy_path_error__with_fallback with logger.happyPathError (#313)
- Removed all instances of happy_path_error__with_fallback from various hooks, services, and utilities.
- Introduced logger.happyPathError for consistent logging of unexpected nulls and fallback values.
- Updated the logger utility to include a new happyPathError method with enhanced context and stack trace.
- Deprecated silent-debug utility as all logging functionality has been migrated to the logger.
2025-12-14 16:56:31 -05:00
Alex Newman
830f16df46 fix: update worker restart instructions in error messages
- Added a new line after the command to run for restarting the worker in the error message.
- Included an additional instruction to restart Claude Code after running the worker restart command.
2025-12-14 14:51:42 -05:00
Alex Newman
dffde51f55 refactor: improve logging functionality and format in worker-cli.js 2025-12-13 23:37:34 -05:00
Copilot
6a63a8d69c refactor: simplify hook execution - use Node directly instead of Bun (#290)
Removes bun-wrapper indirection. Hooks are compiled JavaScript that work perfectly with Node. Worker still uses Bun where performance matters. Fixes #264
2025-12-13 20:58:38 -05:00
Alex Newman
bb0508d639 Refactor error handling to use platform-specific worker restart instructions
- Updated multiple hooks (context-hook, new-hook, save-hook, summary-hook, user-message-hook) to throw errors using `getWorkerRestartInstructions` for improved user guidance on worker connection issues.
- Enhanced `handleWorkerError` function to utilize the new error message generator for consistent error reporting.
- Modified `ensureWorkerRunning` function to provide detailed instructions based on the worker's state, including port information.
- Introduced `getWorkerRestartInstructions` utility in `error-messages.ts` to generate platform-aware error messages for worker failures.
2025-12-13 17:06:45 -05:00
Justin Kowarsch
3d4baefac2 fix: Use getWorkerHost() instead of hardcoded localhost in MCP server (#276)
On Windows systems, `localhost` resolves to IPv6 (::1) while the worker
binds to IPv4 (127.0.0.1), causing MCP tool connections to fail.

This change uses the existing getWorkerHost() function which correctly
returns the configured host address (defaulting to 127.0.0.1).

Fixes connection failures on Windows where localhost prefers IPv6.

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Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-13 15:54:03 -05:00
Alex Newman
5cd68f4a96 build: sync plugin build artifacts for v7.1.2
Updated built plugin files with latest changes including localhost
binding security improvements and enhanced runtime detection.

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

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-12 23:03:27 -05:00
Alex Newman
490ba182d5 feat: automatic worker restart on version updates
Critical improvement for seamless upgrades across all versions.

Changes:
1. Added /api/version endpoint to worker service
   - Returns current worker version from package.json

2. Added version checking in worker-utils.ts
   - getPluginVersion() - reads plugin's package.json version
   - getWorkerVersion() - fetches version from worker API
   - ensureWorkerVersionMatches() - compares and restarts if needed

3. Modified ensureWorkerRunning()
   - Now calls ensureWorkerVersionMatches() after health check
   - Automatically restarts worker when version mismatch detected
   - Logs version mismatch for debugging

Impact:
- Users no longer need to manually restart worker after upgrades
- Eliminates connection errors from running old worker code
- Critical for v7.1.1 (Bun auto-install) and all future releases
- Fixes the issue where PR #236 changes weren't applied until manual restart

Testing:
- Version endpoint working: returns {"version":"7.1.0"}
- Worker health check: passing
- Auto-restart logic: triggers on version mismatch

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

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-12 22:39:24 -05:00
Alex Newman
1cd545c36c Merge main into feature/localhost-only-binding - rebuild plugin files 2025-12-12 22:17:19 -05:00
Alex Newman
1491123706 feat(ProcessManager): add Bun availability check and improve PID file validation
- Implemented a method to check if Bun is available in the system PATH.
- Updated the startWithBun method to return an error if Bun is not found.
- Enhanced PID file parsing to validate required fields and their types.
- Cleaned up stale PID files if the process is no longer alive.

fix(SettingsRoutes): clear port cache after updating settings

- Added a call to clearPortCache after writing updated settings to ensure the application uses the latest configuration.
2025-12-12 17:48:41 -05:00
Alex Newman
807d1d6100 feat: migrate scripts to Bun runtime
- Updated shebangs in user-message-hook.js, worker-cli.js, and worker-service.cjs to use Bun instead of Node.
- Modified build-hooks.js to generate Bun-compatible shebangs in built scripts.
- Enhanced sync-marketplace.cjs to trigger a worker restart after syncing files via an HTTP request.
- Improved worker-cli.ts to exit with appropriate status codes after executing commands.
- Added build-worker-binary.js to create a Windows executable for the worker service using Bun's compile feature.
2025-12-11 14:59:44 -05:00
Alex Newman
ded9671a82 Refactor worker port handling and improve logging
- Replaced hardcoded migration port with dynamic port retrieval using `getWorkerPort()` in worker-cli.ts.
- Updated context generator to clarify error handling comments.
- Introduced timeout constants in ProcessManager for better maintainability.
- Configured SQLite settings using constants for mmap size and cache size in DatabaseManager.
- Added timeout constants for Git and NPM commands in BranchManager.
- Enhanced error logging in FormattingService and SearchManager to provide more context on failures.
- Removed deprecated silentDebug function and replaced its usage with logger.debug.
- Updated tests to use dynamic worker port retrieval instead of hardcoded values.
2025-12-11 14:49:47 -05:00
7Sageer
b8a9f366e7 feat(security): default worker to localhost-only binding
BREAKING: Worker now binds to 127.0.0.1 by default.
Set CLAUDE_MEM_WORKER_HOST=0.0.0.0 for remote access.
2025-12-11 22:01:31 +08:00
Alex Newman
83b0f9551b feat: add admin endpoints for process management and improve error handling
- Introduced `/api/admin/restart` and `/api/admin/shutdown` endpoints in WorkerService for restarting and shutting down the service.
- Updated error message in hook-error-handler to provide clearer instructions for restarting the worker.
- Refactored worker-utils to remove PM2 dependency and implement ProcessManager for starting the worker service.
- Cleaned up legacy PM2 references and provided new manual start instructions.
2025-12-10 23:46:17 -05:00
Alex Newman
eaba21329c Refactor hooks codebase: reduce complexity and improve maintainability (#204)
* refactor: Clean up hook-response and new-hook files

- Removed 'PreCompact' hook type and associated logic from hook-response.ts for improved type safety.
- Deleted extensive architecture comments in new-hook.ts to streamline code readability.
- Simplified debug logging in new-hook.ts to reduce verbosity.
- Enhanced ensureWorkerRunning function in worker-utils.ts with a final health check before throwing errors.
- Added a new documentation file outlining the hooks cleanup process and future improvements.

* Refactor cleanup and user message hooks

- Updated cleanup-hook.js to improve error handling and remove unnecessary input checks.
- Simplified user-message-hook.js by removing time-sensitive announcements and streamlining output.
- Enhanced logging functionality in both hooks for better debugging and clarity.

* Refactor error handling in hooks to use centralized error handler

- Introduced `handleWorkerError` function in `src/shared/hook-error-handler.ts` to manage worker-related errors.
- Updated `context-hook.ts`, `new-hook.ts`, `save-hook.ts`, and `summary-hook.ts` to utilize the new error handler, simplifying error management and improving code readability.
- Removed repetitive error handling logic from individual hooks, ensuring consistent user-friendly messages for connection issues.

* Refactor user-message and summary hooks to utilize shared transcript parser; introduce hook exit codes

- Moved user message extraction logic to a new shared module `transcript-parser.ts` for better code reuse.
- Updated `summary-hook.ts` to use the new `extractLastMessage` function for retrieving user and assistant messages.
- Replaced direct exit code usage in `user-message-hook.ts` with constants from `hook-constants.ts` for improved readability and maintainability.
- Added `HOOK_EXIT_CODES` to `hook-constants.ts` to standardize exit codes across hooks.

* Refactor hook input interfaces to enforce required fields

- Updated `SessionStartInput`, `UserPromptSubmitInput`, `PostToolUseInput`, and `StopInput` interfaces to require `session_id`, `transcript_path`, and `cwd` fields, ensuring better type safety and clarity in hook inputs.
- Removed optional index signatures from these interfaces to prevent unintended properties and improve code maintainability.
- Adjusted related hook implementations to align with the new interface definitions.

* Refactor save-hook to remove tool skipping logic; enhance summary-hook to handle spinner stopping with error logging; update SessionRoutes to load skip tools from settings; add CLAUDE_MEM_SKIP_TOOLS to SettingsDefaultsManager for configurable tool exclusion.

* Document CLAUDE_MEM_SKIP_TOOLS setting in public docs

Added documentation for the new CLAUDE_MEM_SKIP_TOOLS configuration
setting in response to PR review feedback. Users can now discover and
customize which tools are excluded from observations.

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

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

---------

Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-09 22:45:22 -05:00
Alex Newman
f992251c32 Refactor user-message-hook.js and worker-utils.ts for improved logging and Windows compatibility
- Enhanced logging functionality in user-message-hook.js to include better formatting and error handling.
- Updated worker-utils.ts to escape single quotes in PowerShell commands and added checks for global PM2 installation.
- Improved readability and maintainability of the code by restructuring and clarifying variable names.
2025-12-09 16:21:29 -05:00
Alex Newman
c2015c4dfc Fix circular dependency crash in worker service
**Problem:**
Worker service crashed on startup with:
  TypeError: Cannot read properties of undefined (reading 'get')
  at new Wd (.../worker-service.cjs:52:131469)

**Root Cause:**
Circular dependency between SettingsDefaultsManager and logger:
  1. SettingsDefaultsManager imports logger
  2. logger imports SettingsDefaultsManager
  3. logger constructor calls SettingsDefaultsManager.get() at init time
  4. When CommonJS resolves the cycle, SettingsDefaultsManager is undefined

**Solution:**
Break the circular dependency by making logger lazy-load its configuration:
  - Change logger.level from initialized in constructor to lazy-loaded
  - Add getLevel() method that loads on first access
  - Update all level checks to use getLevel()

This allows SettingsDefaultsManager to import logger without triggering
the circular dependency, since logger no longer accesses SettingsDefaultsManager
during module initialization.

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

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-09 16:13:10 -05:00
Alex Newman
005a80c540 Refactor SettingsDefaultsManager: Move to shared directory and update imports
- Moved SettingsDefaultsManager from worker/settings to shared directory.
- Updated all import paths across the codebase to reflect the new location.
- Removed early-settings.ts as its functionality is now handled by SettingsDefaultsManager.
- Adjusted logger and paths to utilize SettingsDefaultsManager for configuration values.
2025-12-09 15:29:17 -05:00
Alex Newman
c3761a2204 Refactor silent debugging to happy path error handling
- Replaced instances of silentDebug with happy_path_error__with_fallback across multiple files to improve error logging and handling.
- Updated the utility function to provide clearer semantics for error handling when expected values are missing.
- Introduced a script to find potential silent failures in the codebase that may need to be addressed with the new error handling approach.
2025-12-09 15:09:44 -05:00
Alex Newman
1fb8df42b6 Refactor hook timeout settings to use centralized constants
- Introduced a new module `hook-constants.ts` to define timeout constants for various hooks.
- Updated `cleanup-hook.ts`, `context-hook.ts`, `save-hook.ts`, and `summary-hook.ts` to utilize the new `HOOK_TIMEOUTS.DEFAULT` for fetch timeouts instead of hardcoded values.
- Adjusted worker utility timeouts in `worker-utils.ts` to use constants from `hook-constants.ts`, improving maintainability and consistency across the codebase.
2025-12-09 14:25:53 -05:00
Alex Newman
7cab32151e Enhance error handling and logging in early-settings and worker-utils
- Added silent debugging for settings file loading failures in early-settings.ts.
- Improved error logging in worker-utils.ts for health check and worker startup failures, including detailed error information and context.
2025-12-09 14:04:32 -05:00
Alex Newman
fc5c2d5e07 Refactor settings management to use ~/.claude-mem/settings.json
- Updated paths in troubleshooting documentation to reflect new settings file location.
- Modified diagnostics and reference files to read from ~/.claude-mem/settings.json.
- Introduced getWorkerPort utility for cleaner worker port retrieval.
- Enhanced ChromaSync and SDKAgent to load Python version and Claude path from settings.
- Updated SettingsRoutes to validate new settings: CLAUDE_MEM_LOG_LEVEL and CLAUDE_MEM_PYTHON_VERSION.
- Added early-settings module to load settings for logger and other early-stage modules.
- Adjusted logger to use early-loaded log level setting.
- Refactored paths to utilize early-loaded data directory setting.
2025-12-09 12:23:33 -05:00
Alex Newman
4321add69c refactor: rename search-server to mcp-server throughout codebase
- Updated all documentation references from search-server to mcp-server
- Removed legacy search-server.cjs file
- Updated debug log messages to use [mcp-server] prefix
- Updated build output references in docs

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Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-09 01:06:43 -05:00
Alex Newman
922f04e66a refactor: improve type safety by removing 'as any' casts
Created database.ts with proper database result types and replaced 38+ 'as any' casts throughout the codebase with proper type annotations.

Changes:
- Created src/types/database.ts with TableColumnInfo, IndexInfo, and database record types
- Fixed all type casts in SessionStore.ts (migrations, query results)
- Fixed type casts in SessionSearch.ts, SettingsManager.ts, SettingsRoutes.ts
- Improved MCP server JSON schema typing

All builds pass and worker service runs successfully.

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Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-07 21:41:40 -05:00
Alex Newman
0a34786df9 fix: enhance null safety and improve logging in SearchManager
- Added optional chaining and nullish coalescing to handle potential undefined values in Chroma results and timeline items.
- Updated logging statements to provide clearer information when no results are found.
- Refactored destructuring of parameters in findByConcept and findByFile methods for consistency.
2025-12-07 20:56:19 -05:00
Alex Newman
c415ff5120 feat(timeline): implement TimelineService for building and formatting timeline items
- Extracted timeline-related functionality from mcp-server.ts to a dedicated TimelineService class.
- Added methods to build, filter, and format timeline items based on observations, sessions, and prompts.
- Introduced interfaces for TimelineItem and TimelineData to standardize data structures.
- Implemented sorting and grouping of timeline items by date, with markdown formatting for output.
- Included utility methods for date and time formatting, as well as token estimation.
2025-12-07 19:14:18 -05:00