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.
This commit is contained in:
Alex Newman
+50
-243
@@ -30,18 +30,8 @@ const WORKER_BASE_URL = `http://${WORKER_HOST}:${WORKER_PORT}`;
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const TOOL_ENDPOINT_MAP: Record<string, string> = {
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'search': '/api/search',
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'timeline': '/api/timeline',
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'decisions': '/api/decisions',
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'changes': '/api/changes',
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'how_it_works': '/api/how-it-works',
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'search_observations': '/api/search/observations',
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'search_sessions': '/api/search/sessions',
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'search_user_prompts': '/api/search/prompts',
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'find_by_concept': '/api/search/by-concept',
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'find_by_file': '/api/search/by-file',
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'find_by_type': '/api/search/by-type',
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'get_recent_context': '/api/context/recent',
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'get_context_timeline': '/api/context/timeline',
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'get_timeline_by_query': '/api/timeline/by-query',
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'progressive_ix': '/api/instructions'
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};
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@@ -192,24 +182,25 @@ async function verifyWorkerConnection(): Promise<boolean> {
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/**
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* Tool definitions with HTTP-based handlers
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* Descriptions removed - use progressive_ix tool for parameter documentation
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*/
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const tools = [
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{
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name: 'search',
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description: 'Search observations, sessions, and prompts',
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inputSchema: z.object({
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query: z.string().optional().describe('Natural language search query for semantic ranking via ChromaDB vector search. Optional - omit for date-filtered queries only (Chroma cannot filter by date, requires direct SQLite).'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED for initial search), "full" for complete details (use only after reviewing index results)'),
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type: z.enum(['observations', 'sessions', 'prompts']).optional().describe('Filter by document type (observations, sessions, or prompts). Omit to search all types.'),
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obs_type: z.string().optional().describe('Filter observations by type (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change). Only applies when type="observations"'),
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concepts: z.string().optional().describe('Filter by concept tags (single value or comma-separated list). Only applies when type="observations"'),
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files: z.string().optional().describe('Filter by file paths (single value or comma-separated list for partial match). Only applies when type="observations"'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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offset: z.number().min(0).default(0).describe('Number of results to skip'),
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orderBy: z.enum(['relevance', 'date_desc', 'date_asc']).default('date_desc').describe('Sort order')
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query: z.string().optional(),
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format: z.enum(['index', 'full']).default('index'),
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type: z.enum(['observations', 'sessions', 'prompts']).optional(),
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obs_type: z.string().optional(),
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concepts: z.string().optional(),
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files: z.string().optional(),
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project: z.string().optional(),
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dateStart: z.union([z.string(), z.number()]).optional(),
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dateEnd: z.union([z.string(), z.number()]).optional(),
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limit: z.number().min(1).max(100).default(20),
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offset: z.number().min(0).default(0),
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orderBy: z.enum(['relevance', 'date_desc', 'date_asc']).default('date_desc')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['search'];
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@@ -220,195 +211,33 @@ const tools = [
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name: 'timeline',
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description: 'Get timeline around observation ID or query',
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inputSchema: z.object({
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query: z.string().optional().describe('Natural language query to find anchor observation (query-based mode). Mutually exclusive with anchor.'),
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anchor: z.number().optional().describe('Observation ID to use as anchor (anchor-based mode). Mutually exclusive with query.'),
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depth_before: z.number().min(0).max(100).default(10).describe('Number of observations to fetch before anchor'),
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depth_after: z.number().min(0).max(100).default(10).describe('Number of observations to fetch after anchor'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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type: z.string().optional().describe('Filter observations by type (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change)'),
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concepts: z.string().optional().describe('Filter by concept tags (single value or comma-separated list)'),
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files: z.string().optional().describe('Filter by file paths (single value or comma-separated list for partial match)'),
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project: z.string().optional().describe('Filter by project name')
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query: z.string().optional(),
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anchor: z.number().optional(),
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depth_before: z.number().min(0).max(100).default(10),
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depth_after: z.number().min(0).max(100).default(10),
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format: z.enum(['index', 'full']).default('index'),
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type: z.string().optional(),
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concepts: z.string().optional(),
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files: z.string().optional(),
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project: z.string().optional()
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['timeline'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'decisions',
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description: 'Find architectural and design decisions',
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inputSchema: z.object({
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query: z.string().describe('Natural language query for finding decisions'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['decisions'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'changes',
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description: 'Find code changes and refactorings',
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inputSchema: z.object({
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query: z.string().describe('Natural language query for finding changes'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['changes'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'how_it_works',
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description: 'Understand system architecture',
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inputSchema: z.object({
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query: z.string().describe('Natural language query for understanding how something works'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['how_it_works'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'search_observations',
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description: '[DEPRECATED] Search observations only',
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inputSchema: z.object({
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query: z.string().optional().describe('Full-text search query (FTS5)'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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type: z.string().optional().describe('Filter by observation type (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change)'),
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concepts: z.string().optional().describe('Filter by concept tags (single value or comma-separated list)'),
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files: z.string().optional().describe('Filter by file paths (single value or comma-separated list for partial match)'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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offset: z.number().min(0).default(0).describe('Number of results to skip'),
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orderBy: z.enum(['relevance', 'date_desc', 'date_asc']).default('relevance').describe('Sort order (relevance only when query provided)')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['search_observations'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'search_sessions',
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description: '[DEPRECATED] Search sessions only',
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inputSchema: z.object({
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query: z.string().optional().describe('Full-text search query (FTS5)'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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offset: z.number().min(0).default(0).describe('Number of results to skip'),
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orderBy: z.enum(['relevance', 'date_desc', 'date_asc']).default('relevance').describe('Sort order (relevance only when query provided)')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['search_sessions'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'search_user_prompts',
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description: '[DEPRECATED] Search prompts only',
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inputSchema: z.object({
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query: z.string().optional().describe('Full-text search query (FTS5)'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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offset: z.number().min(0).default(0).describe('Number of results to skip'),
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orderBy: z.enum(['relevance', 'date_desc', 'date_asc']).default('relevance').describe('Sort order (relevance only when query provided)')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['search_user_prompts'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'find_by_concept',
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description: 'Find observations by concept tags',
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inputSchema: z.object({
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concepts: z.string().describe('Concept tag(s) to filter by (single value or comma-separated list)'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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type: z.string().optional().describe('Filter by observation type (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change)'),
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files: z.string().optional().describe('Filter by file paths (single value or comma-separated list for partial match)'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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offset: z.number().min(0).default(0).describe('Number of results to skip'),
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orderBy: z.enum(['date_desc', 'date_asc']).default('date_desc').describe('Sort order')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['find_by_concept'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'find_by_file',
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description: 'Find observations by file paths',
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inputSchema: z.object({
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files: z.string().describe('File path(s) to filter by (single value or comma-separated list for partial match)'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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type: z.string().optional().describe('Filter by observation type (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change)'),
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concepts: z.string().optional().describe('Filter by concept tags (single value or comma-separated list)'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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offset: z.number().min(0).default(0).describe('Number of results to skip'),
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orderBy: z.enum(['date_desc', 'date_asc']).default('date_desc').describe('Sort order')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['find_by_file'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'find_by_type',
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description: 'Find observations by type',
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inputSchema: z.object({
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type: z.string().describe('Observation type(s) to filter by (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change)'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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concepts: z.string().optional().describe('Filter by concept tags (single value or comma-separated list)'),
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files: z.string().optional().describe('Filter by file paths (single value or comma-separated list for partial match)'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)'),
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limit: z.number().min(1).max(100).default(20).describe('Maximum number of results'),
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offset: z.number().min(0).default(0).describe('Number of results to skip'),
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orderBy: z.enum(['date_desc', 'date_asc']).default('date_desc').describe('Sort order')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['find_by_type'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'get_recent_context',
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description: 'Get recent timeline items',
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inputSchema: z.object({
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limit: z.number().min(1).max(100).default(30).describe('Maximum number of timeline items to return'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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type: z.string().optional().describe('Filter by observation type (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change)'),
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concepts: z.string().optional().describe('Filter by concept tags (single value or comma-separated list)'),
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files: z.string().optional().describe('Filter by file paths (single value or comma-separated list for partial match)'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)')
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limit: z.number().min(1).max(100).default(30),
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format: z.enum(['index', 'full']).default('index'),
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type: z.string().optional(),
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concepts: z.string().optional(),
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files: z.string().optional(),
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project: z.string().optional(),
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dateStart: z.union([z.string(), z.number()]).optional(),
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dateEnd: z.union([z.string(), z.number()]).optional()
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['get_recent_context'];
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@@ -419,47 +248,25 @@ const tools = [
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name: 'get_context_timeline',
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description: 'Get timeline around specific observation',
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inputSchema: z.object({
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anchor: z.number().describe('Observation ID to use as anchor point'),
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depth_before: z.number().min(0).max(100).default(10).describe('Number of observations to fetch before anchor'),
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depth_after: z.number().min(0).max(100).default(10).describe('Number of observations to fetch after anchor'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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type: z.string().optional().describe('Filter by observation type (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change)'),
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concepts: z.string().optional().describe('Filter by concept tags (single value or comma-separated list)'),
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files: z.string().optional().describe('Filter by file paths (single value or comma-separated list for partial match)'),
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project: z.string().optional().describe('Filter by project name')
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anchor: z.number(),
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depth_before: z.number().min(0).max(100).default(10),
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depth_after: z.number().min(0).max(100).default(10),
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format: z.enum(['index', 'full']).default('index'),
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type: z.string().optional(),
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concepts: z.string().optional(),
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files: z.string().optional(),
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project: z.string().optional()
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['get_context_timeline'];
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return await callWorkerAPI(endpoint, args);
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}
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},
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{
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name: 'get_timeline_by_query',
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description: 'Search and get timeline in one call',
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inputSchema: z.object({
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query: z.string().describe('Natural language query to find anchor observation'),
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depth_before: z.number().min(0).max(100).default(10).describe('Number of observations to fetch before anchor'),
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depth_after: z.number().min(0).max(100).default(10).describe('Number of observations to fetch after anchor'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default, RECOMMENDED), "full" for complete details'),
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type: z.string().optional().describe('Filter by observation type (single value or comma-separated list: decision,bugfix,feature,refactor,discovery,change)'),
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concepts: z.string().optional().describe('Filter by concept tags (single value or comma-separated list)'),
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files: z.string().optional().describe('Filter by file paths (single value or comma-separated list for partial match)'),
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project: z.string().optional().describe('Filter by project name'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date for filtering (ISO string or epoch timestamp)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date for filtering (ISO string or epoch timestamp)')
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}),
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handler: async (args: any) => {
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const endpoint = TOOL_ENDPOINT_MAP['get_timeline_by_query'];
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return await callWorkerAPI(endpoint, args);
|
||||
}
|
||||
},
|
||||
{
|
||||
name: 'progressive_ix',
|
||||
description: 'Load detailed instructions for mem-search tools',
|
||||
description: 'Load parameter docs and usage instructions',
|
||||
inputSchema: z.object({
|
||||
topic: z.enum(['workflow', 'search_params', 'examples', 'all'])
|
||||
.default('all')
|
||||
.describe('Which instruction section to load: workflow (4-step process), search_params (parameters reference), examples (usage examples), all (complete guide)')
|
||||
topic: z.enum(['workflow', 'search_params', 'examples', 'all']).default('all')
|
||||
}),
|
||||
handler: async (args: any) => {
|
||||
const endpoint = TOOL_ENDPOINT_MAP['progressive_ix'];
|
||||
@@ -468,9 +275,9 @@ const tools = [
|
||||
},
|
||||
{
|
||||
name: 'get_observation',
|
||||
description: 'Get full details for a single observation by ID',
|
||||
description: 'Get observation by ID',
|
||||
inputSchema: z.object({
|
||||
id: z.number().describe('Observation ID from search/timeline results')
|
||||
id: z.number()
|
||||
}),
|
||||
handler: async (args: any) => {
|
||||
return await callWorkerAPIWithPath('/api/observation', args.id);
|
||||
@@ -478,12 +285,12 @@ const tools = [
|
||||
},
|
||||
{
|
||||
name: 'get_batch_observations',
|
||||
description: 'Get full details for multiple observations by IDs in one request',
|
||||
description: 'Get multiple observations by IDs',
|
||||
inputSchema: z.object({
|
||||
ids: z.array(z.number()).describe('Array of observation IDs to fetch'),
|
||||
orderBy: z.enum(['date_desc', 'date_asc']).optional().describe('Sort order for results'),
|
||||
limit: z.number().optional().describe('Maximum number of results to return'),
|
||||
project: z.string().optional().describe('Filter by project name')
|
||||
ids: z.array(z.number()),
|
||||
orderBy: z.enum(['date_desc', 'date_asc']).optional(),
|
||||
limit: z.number().optional(),
|
||||
project: z.string().optional()
|
||||
}),
|
||||
handler: async (args: any) => {
|
||||
return await callWorkerAPIPost('/api/observations/batch', args);
|
||||
@@ -491,9 +298,9 @@ const tools = [
|
||||
},
|
||||
{
|
||||
name: 'get_session',
|
||||
description: 'Get full session summary by ID',
|
||||
description: 'Get session summary by ID',
|
||||
inputSchema: z.object({
|
||||
id: z.number().describe('Session ID (just the number from S1234)')
|
||||
id: z.number()
|
||||
}),
|
||||
handler: async (args: any) => {
|
||||
return await callWorkerAPIWithPath('/api/session', args.id);
|
||||
@@ -503,7 +310,7 @@ const tools = [
|
||||
name: 'get_prompt',
|
||||
description: 'Get user prompt by ID',
|
||||
inputSchema: z.object({
|
||||
id: z.number().describe('Prompt ID from search results')
|
||||
id: z.number()
|
||||
}),
|
||||
handler: async (args: any) => {
|
||||
return await callWorkerAPIWithPath('/api/prompt', args.id);
|
||||
|
||||
Reference in New Issue
Block a user