Merge remote-tracking branch 'origin/bracket-nonsense'
# Conflicts: # plugin/scripts/search-server.cjs
This commit is contained in:
Alex Newman
@@ -127,7 +127,7 @@ Search workflow:
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1. Initial search: Use default (index) format to see titles, dates, and sources
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2. Review results: Identify which items are most relevant to your needs
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3. Deep dive: Only then use format: "full" on specific items of interest
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4. Narrow down: Use filters (type, dateRange, concepts, files) to refine results
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4. Narrow down: Use filters (type, dateStart/dateEnd, concepts, files) to refine results
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Other tips:
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• To search by concept: Use find_by_concept tool
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@@ -378,20 +378,62 @@ function formatUserPromptResult(prompt: UserPromptSearchResult): string {
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}
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/**
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* Common filter schema
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* Helper to normalize query parameters from URL-friendly format
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* Converts comma-separated strings to arrays and flattens date params
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*/
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function normalizeParams(args: any): any {
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const normalized: any = { ...args };
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// Parse comma-separated concepts into array
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if (normalized.concepts && typeof normalized.concepts === 'string') {
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normalized.concepts = normalized.concepts.split(',').map((s: string) => s.trim()).filter(Boolean);
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}
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// Parse comma-separated files into array
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if (normalized.files && typeof normalized.files === 'string') {
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normalized.files = normalized.files.split(',').map((s: string) => s.trim()).filter(Boolean);
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}
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// Parse comma-separated obs_type into array
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if (normalized.obs_type && typeof normalized.obs_type === 'string') {
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normalized.obs_type = normalized.obs_type.split(',').map((s: string) => s.trim()).filter(Boolean);
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}
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// Parse comma-separated type (for filterSchema) into array
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if (normalized.type && typeof normalized.type === 'string' && normalized.type.includes(',')) {
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normalized.type = normalized.type.split(',').map((s: string) => s.trim()).filter(Boolean);
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}
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// Flatten dateStart/dateEnd into dateRange object
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if (normalized.dateStart || normalized.dateEnd) {
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normalized.dateRange = {
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start: normalized.dateStart,
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end: normalized.dateEnd
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};
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delete normalized.dateStart;
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delete normalized.dateEnd;
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}
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return normalized;
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}
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/**
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* Common filter schema (accepts simple strings that get normalized to arrays)
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*/
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const filterSchema = z.object({
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project: z.string().optional().describe('Filter by project name'),
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type: z.union([
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z.enum(['decision', 'bugfix', 'feature', 'refactor', 'discovery', 'change']),
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z.array(z.enum(['decision', 'bugfix', 'feature', 'refactor', 'discovery', 'change']))
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]).optional().describe('Filter by observation type'),
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concepts: z.union([z.string(), z.array(z.string())]).optional().describe('Filter by concept tags'),
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files: z.union([z.string(), z.array(z.string())]).optional().describe('Filter by file paths (partial match)'),
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]).optional().describe('Filter by observation type (single value or comma-separated list)'),
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concepts: z.union([z.string(), z.array(z.string())]).optional().describe('Filter by concept tags (single value or comma-separated list)'),
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files: z.union([z.string(), z.array(z.string())]).optional().describe('Filter by file paths (single value or comma-separated list for partial match)'),
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dateStart: z.union([z.string(), z.number()]).optional().describe('Start date (ISO string or epoch)'),
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dateEnd: z.union([z.string(), z.number()]).optional().describe('End date (ISO string or epoch)'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional().describe('Start date (ISO string or epoch)'),
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end: z.union([z.string(), z.number()]).optional().describe('End date (ISO string or epoch)')
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}).optional().describe('Filter by date range'),
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}).optional().describe('Filter by date range (use dateStart/dateEnd instead for simpler URLs)'),
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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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@@ -406,30 +448,21 @@ const tools = [
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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.union([
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z.enum(['decision', 'bugfix', 'feature', 'refactor', 'discovery', 'change']),
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z.array(z.enum(['decision', 'bugfix', 'feature', 'refactor', 'discovery', 'change']))
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]).optional().describe('Filter observations by type. Only applies when type="observations"'),
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concepts: z.union([
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z.string(),
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z.array(z.string())
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]).optional().describe('Filter by concept tags. Only applies when type="observations"'),
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files: z.union([
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z.string(),
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z.array(z.string())
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]).optional().describe('Filter by file paths (partial match). Only applies when type="observations"'),
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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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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional().describe('Start date (ISO string or epoch)'),
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end: z.union([z.string(), z.number()]).optional().describe('End date (ISO string or epoch)')
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}).optional().describe('Filter by date range'),
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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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}),
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handler: async (args: any) => {
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try {
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const { query, format = 'index', type, obs_type, concepts, files, ...options } = args;
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// Normalize URL-friendly params to internal format
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const normalized = normalizeParams(args);
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const { query, format = 'index', type, obs_type, concepts, files, ...options } = normalized;
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let observations: ObservationSearchResult[] = [];
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let sessions: SessionSummarySearchResult[] = [];
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let prompts: UserPromptSearchResult[] = [];
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@@ -969,17 +1002,16 @@ const tools = [
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query: z.string().optional().describe('Search query to filter decisions semantically'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default), "full" for complete details'),
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project: z.string().optional().describe('Filter by project name'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional(),
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end: z.union([z.string(), z.number()]).optional()
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}).optional().describe('Filter by date range'),
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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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}),
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handler: async (args: any) => {
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try {
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const { query, format = 'index', ...filters } = args;
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const normalized = normalizeParams(args);
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const { query, format = 'index', ...filters } = normalized;
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let results: ObservationSearchResult[] = [];
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// Search for decision-type observations
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@@ -1069,17 +1101,16 @@ const tools = [
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inputSchema: z.object({
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default), "full" for complete details'),
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project: z.string().optional().describe('Filter by project name'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional(),
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end: z.union([z.string(), z.number()]).optional()
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}).optional().describe('Filter by date range'),
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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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}),
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handler: async (args: any) => {
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try {
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const { format = 'index', ...filters } = args;
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const normalized = normalizeParams(args);
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const { format = 'index', ...filters } = normalized;
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let results: ObservationSearchResult[] = [];
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// Search for change-type observations and change-related concepts
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@@ -1177,17 +1208,16 @@ const tools = [
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inputSchema: z.object({
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for titles/dates only (default), "full" for complete details'),
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project: z.string().optional().describe('Filter by project name'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional(),
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end: z.union([z.string(), z.number()]).optional()
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}).optional().describe('Filter by date range'),
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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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}),
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handler: async (args: any) => {
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try {
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const { format = 'index', ...filters } = args;
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const normalized = normalizeParams(args);
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const { format = 'index', ...filters } = normalized;
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let results: ObservationSearchResult[] = [];
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// Search for how-it-works concept observations
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@@ -1267,7 +1297,8 @@ const tools = [
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}),
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handler: async (args: any) => {
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try {
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const { query, format = 'index', ...options } = args;
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const normalized = normalizeParams(args);
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const { query, format = 'index', ...options } = normalized;
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let results: ObservationSearchResult[] = [];
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// Vector-first search via ChromaDB
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@@ -1345,17 +1376,16 @@ const tools = [
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query: z.string().describe('Natural language search query for semantic ranking via ChromaDB vector search'),
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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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project: z.string().optional().describe('Filter by project name'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional(),
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end: z.union([z.string(), z.number()]).optional()
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}).optional().describe('Filter by date range'),
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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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}),
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handler: async (args: any) => {
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try {
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const { query, format = 'index', ...options } = args;
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const normalized = normalizeParams(args);
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const { query, format = 'index', ...options } = normalized;
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let results: SessionSummarySearchResult[] = [];
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// Vector-first search via ChromaDB
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@@ -1433,17 +1463,16 @@ const tools = [
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concept: z.string().describe('Concept tag to search for. Available: discovery, problem-solution, what-changed, how-it-works, pattern, gotcha, change'),
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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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project: z.string().optional().describe('Filter by project name'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional(),
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end: z.union([z.string(), z.number()]).optional()
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}).optional().describe('Filter by date range'),
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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 results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode.'),
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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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}),
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handler: async (args: any) => {
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try {
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const { concept, format = 'index', ...filters } = args;
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const normalized = normalizeParams(args);
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const { concept, format = 'index', ...filters } = normalized;
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let results: ObservationSearchResult[] = [];
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// Metadata-first, semantic-enhanced search
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@@ -1533,17 +1562,16 @@ const tools = [
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filePath: z.string().describe('File path to search for (supports partial matching)'),
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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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project: z.string().optional().describe('Filter by project name'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional(),
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end: z.union([z.string(), z.number()]).optional()
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}).optional().describe('Filter by date range'),
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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 results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode.'),
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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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}),
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handler: async (args: any) => {
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try {
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const { filePath, format = 'index', ...filters } = args;
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const normalized = normalizeParams(args);
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const { filePath, format = 'index', ...filters } = normalized;
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let observations: ObservationSearchResult[] = [];
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let sessions: SessionSummarySearchResult[] = [];
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@@ -1660,23 +1688,19 @@ const tools = [
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name: 'find_by_type',
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description: 'Find observations of a specific type (decision, bugfix, feature, refactor, discovery, change). IMPORTANT: Always use index format first (default) to get an overview with minimal token usage, then use format: "full" only for specific items of interest.',
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inputSchema: z.object({
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type: z.union([
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z.enum(['decision', 'bugfix', 'feature', 'refactor', 'discovery', 'change']),
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z.array(z.enum(['decision', 'bugfix', 'feature', 'refactor', 'discovery', 'change']))
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]).describe('Observation type(s) to filter by'),
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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 for initial search), "full" for complete details (use only after reviewing index results)'),
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project: z.string().optional().describe('Filter by project name'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional(),
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end: z.union([z.string(), z.number()]).optional()
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}).optional().describe('Filter by date range'),
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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 results. IMPORTANT: Start with 3-5 to avoid exceeding MCP token limits, even in index mode.'),
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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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}),
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handler: async (args: any) => {
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try {
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const { type, format = 'index', ...filters } = args;
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const normalized = normalizeParams(args);
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const { type, format = 'index', ...filters } = normalized;
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const typeStr = Array.isArray(type) ? type.join(', ') : type;
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let results: ObservationSearchResult[] = [];
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@@ -1905,17 +1929,16 @@ const tools = [
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query: z.string().describe('Natural language search query for semantic ranking via ChromaDB vector search'),
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format: z.enum(['index', 'full']).default('index').describe('Output format: "index" for truncated prompts/dates (default, RECOMMENDED for initial search), "full" for complete prompt text (use only after reviewing index results)'),
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project: z.string().optional().describe('Filter by project name'),
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dateRange: z.object({
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start: z.union([z.string(), z.number()]).optional(),
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end: z.union([z.string(), z.number()]).optional()
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}).optional().describe('Filter by date range'),
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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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}),
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handler: async (args: any) => {
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try {
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const { query, format = 'index', ...options } = args;
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const normalized = normalizeParams(args);
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const { query, format = 'index', ...options } = normalized;
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let results: UserPromptSearchResult[] = [];
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// Vector-first search via ChromaDB
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Block a user