close to win
This commit is contained in:
Alex Newman
@@ -1,5 +1,5 @@
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#!/usr/bin/env node
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import{Server as Q}from"@modelcontextprotocol/sdk/server/index.js";import{StdioServerTransport as z}from"@modelcontextprotocol/sdk/server/stdio.js";import{Client as Z}from"@modelcontextprotocol/sdk/client/index.js";import{StdioClientTransport as ee}from"@modelcontextprotocol/sdk/client/stdio.js";import{CallToolRequestSchema as se,ListToolsRequestSchema as te}from"@modelcontextprotocol/sdk/types.js";import{z as i}from"zod";import{zodToJsonSchema as re}from"zod-to-json-schema";import{basename as ne}from"path";import K from"better-sqlite3";import{join as g,dirname as W,basename as ue}from"path";import{homedir as j}from"os";import{existsSync as Ee,mkdirSync as q}from"fs";import{fileURLToPath as Y}from"url";function V(){return typeof __dirname<"u"?__dirname:W(Y(import.meta.url))}var fe=V(),b=process.env.CLAUDE_MEM_DATA_DIR||g(j(),".claude-mem"),F=process.env.CLAUDE_CONFIG_DIR||g(j(),".claude"),Te=g(b,"archives"),Se=g(b,"logs"),ge=g(b,"trash"),be=g(b,"backups"),Re=g(b,"settings.json"),I=g(b,"claude-mem.db"),B=g(b,"vector-db"),Oe=g(F,"settings.json"),ye=g(F,"commands"),Ne=g(F,"CLAUDE.md");function x(a){q(a,{recursive:!0})}var C=class{db;constructor(e){e||(x(b),e=I),this.db=new K(e),this.db.pragma("journal_mode = WAL"),this.ensureFTSTables()}ensureFTSTables(){try{if(this.db.prepare("SELECT name FROM sqlite_master WHERE type='table' AND name LIKE '%_fts'").all().some(s=>s.name==="observations_fts"||s.name==="session_summaries_fts"))return;console.error("[SessionSearch] Creating FTS5 tables..."),this.db.exec(`
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import{Server as Q}from"@modelcontextprotocol/sdk/server/index.js";import{StdioServerTransport as z}from"@modelcontextprotocol/sdk/server/stdio.js";import{Client as Z}from"@modelcontextprotocol/sdk/client/index.js";import{StdioClientTransport as ee}from"@modelcontextprotocol/sdk/client/stdio.js";import{CallToolRequestSchema as se,ListToolsRequestSchema as te}from"@modelcontextprotocol/sdk/types.js";import{z as i}from"zod";import{zodToJsonSchema as re}from"zod-to-json-schema";import{basename as ne}from"path";import K from"better-sqlite3";import{join as b,dirname as W,basename as ue}from"path";import{homedir as j}from"os";import{existsSync as Ee,mkdirSync as q}from"fs";import{fileURLToPath as Y}from"url";function V(){return typeof __dirname<"u"?__dirname:W(Y(import.meta.url))}var fe=V(),g=process.env.CLAUDE_MEM_DATA_DIR||b(j(),".claude-mem"),F=process.env.CLAUDE_CONFIG_DIR||b(j(),".claude"),Te=b(g,"archives"),Se=b(g,"logs"),be=b(g,"trash"),ge=b(g,"backups"),Re=b(g,"settings.json"),I=b(g,"claude-mem.db"),B=b(g,"vector-db"),Oe=b(F,"settings.json"),ye=b(F,"commands"),Ne=b(F,"CLAUDE.md");function x(a){q(a,{recursive:!0})}var C=class{db;constructor(e){e||(x(g),e=I),this.db=new K(e),this.db.pragma("journal_mode = WAL"),this.ensureFTSTables()}ensureFTSTables(){try{if(this.db.prepare("SELECT name FROM sqlite_master WHERE type='table' AND name LIKE '%_fts'").all().some(s=>s.name==="observations_fts"||s.name==="session_summaries_fts"))return;console.error("[SessionSearch] Creating FTS5 tables..."),this.db.exec(`
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CREATE VIRTUAL TABLE IF NOT EXISTS observations_fts USING fts5(
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title,
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subtitle,
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@@ -137,7 +137,7 @@ import{Server as Q}from"@modelcontextprotocol/sdk/server/index.js";import{StdioS
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ORDER BY prompt_number ASC
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`).all(e)}close(){this.db.close()}};import J from"better-sqlite3";var $=(o=>(o[o.DEBUG=0]="DEBUG",o[o.INFO=1]="INFO",o[o.WARN=2]="WARN",o[o.ERROR=3]="ERROR",o[o.SILENT=4]="SILENT",o))($||{}),U=class{level;useColor;constructor(){let e=process.env.CLAUDE_MEM_LOG_LEVEL?.toUpperCase()||"INFO";this.level=$[e]??1,this.useColor=process.stdout.isTTY??!1}correlationId(e,r){return`obs-${e}-${r}`}sessionId(e){return`session-${e}`}formatData(e){if(e==null)return"";if(typeof e=="string")return e;if(typeof e=="number"||typeof e=="boolean")return e.toString();if(typeof e=="object"){if(e instanceof Error)return this.level===0?`${e.message}
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${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let r=Object.keys(e);return r.length===0?"{}":r.length<=3?JSON.stringify(e):`{${r.length} keys: ${r.slice(0,3).join(", ")}...}`}return String(e)}formatTool(e,r){if(!r)return e;try{let s=typeof r=="string"?JSON.parse(r):r;if(e==="Bash"&&s.command){let t=s.command.length>50?s.command.substring(0,50)+"...":s.command;return`${e}(${t})`}if(e==="Read"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}if(e==="Edit"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}if(e==="Write"&&s.file_path){let t=s.file_path.split("/").pop()||s.file_path;return`${e}(${t})`}return e}catch{return e}}log(e,r,s,t,o){if(e<this.level)return;let n=new Date().toISOString().replace("T"," ").substring(0,23),c=$[e].padEnd(5),d=r.padEnd(6),l="";t?.correlationId?l=`[${t.correlationId}] `:t?.sessionId&&(l=`[session-${t.sessionId}] `);let u="";o!=null&&(this.level===0&&typeof o=="object"?u=`
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`+JSON.stringify(o,null,2):u=" "+this.formatData(o));let p="";if(t){let{sessionId:_,sdkSessionId:E,correlationId:h,...T}=t;Object.keys(T).length>0&&(p=` {${Object.entries(T).map(([O,S])=>`${O}=${S}`).join(", ")}}`)}let m=`[${n}] [${c}] [${d}] ${l}${s}${p}${u}`;e===3?console.error(m):console.log(m)}debug(e,r,s,t){this.log(0,e,r,s,t)}info(e,r,s,t){this.log(1,e,r,s,t)}warn(e,r,s,t){this.log(2,e,r,s,t)}error(e,r,s,t){this.log(3,e,r,s,t)}dataIn(e,r,s,t){this.info(e,`\u2192 ${r}`,s,t)}dataOut(e,r,s,t){this.info(e,`\u2190 ${r}`,s,t)}success(e,r,s,t){this.info(e,`\u2713 ${r}`,s,t)}failure(e,r,s,t){this.error(e,`\u2717 ${r}`,s,t)}timing(e,r,s,t){this.info(e,`\u23F1 ${r}`,t,{duration:`${s}ms`})}},X=new U;var L=class{db;constructor(){x(b),this.db=new J(I),this.db.pragma("journal_mode = WAL"),this.db.pragma("synchronous = NORMAL"),this.db.pragma("foreign_keys = ON"),this.initializeSchema(),this.ensureWorkerPortColumn(),this.ensurePromptTrackingColumns(),this.removeSessionSummariesUniqueConstraint(),this.addObservationHierarchicalFields(),this.makeObservationsTextNullable(),this.createUserPromptsTable()}initializeSchema(){try{this.db.exec(`
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`+JSON.stringify(o,null,2):u=" "+this.formatData(o));let p="";if(t){let{sessionId:_,sdkSessionId:E,correlationId:h,...T}=t;Object.keys(T).length>0&&(p=` {${Object.entries(T).map(([O,S])=>`${O}=${S}`).join(", ")}}`)}let m=`[${n}] [${c}] [${d}] ${l}${s}${p}${u}`;e===3?console.error(m):console.log(m)}debug(e,r,s,t){this.log(0,e,r,s,t)}info(e,r,s,t){this.log(1,e,r,s,t)}warn(e,r,s,t){this.log(2,e,r,s,t)}error(e,r,s,t){this.log(3,e,r,s,t)}dataIn(e,r,s,t){this.info(e,`\u2192 ${r}`,s,t)}dataOut(e,r,s,t){this.info(e,`\u2190 ${r}`,s,t)}success(e,r,s,t){this.info(e,`\u2713 ${r}`,s,t)}failure(e,r,s,t){this.error(e,`\u2717 ${r}`,s,t)}timing(e,r,s,t){this.info(e,`\u23F1 ${r}`,t,{duration:`${s}ms`})}},X=new U;var A=class{db;constructor(){x(g),this.db=new J(I),this.db.pragma("journal_mode = WAL"),this.db.pragma("synchronous = NORMAL"),this.db.pragma("foreign_keys = ON"),this.initializeSchema(),this.ensureWorkerPortColumn(),this.ensurePromptTrackingColumns(),this.removeSessionSummariesUniqueConstraint(),this.addObservationHierarchicalFields(),this.makeObservationsTextNullable(),this.createUserPromptsTable()}initializeSchema(){try{this.db.exec(`
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CREATE TABLE IF NOT EXISTS schema_versions (
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id INTEGER PRIMARY KEY,
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version INTEGER UNIQUE NOT NULL,
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@@ -420,23 +420,23 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let r=Obje
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INSERT INTO sdk_sessions
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(claude_session_id, sdk_session_id, project, started_at, started_at_epoch, status)
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VALUES (?, ?, ?, ?, ?, 'active')
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`).run(e,e,r,o.toISOString(),n),console.error(`[SessionStore] Auto-created session record for session_id: ${e}`)),this.db.prepare(`
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`).run(e,e,r,o.toISOString(),n),console.error(`[SessionStore] Auto-created session record for session_id: ${e}`));let u=this.db.prepare(`
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INSERT INTO observations
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(sdk_session_id, project, type, title, subtitle, facts, narrative, concepts,
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files_read, files_modified, prompt_number, created_at, created_at_epoch)
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VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
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`).run(e,r,s.type,s.title,s.subtitle,JSON.stringify(s.facts),s.narrative,JSON.stringify(s.concepts),JSON.stringify(s.files_read),JSON.stringify(s.files_modified),t||null,o.toISOString(),n)}storeSummary(e,r,s,t){let o=new Date,n=o.getTime();this.db.prepare(`
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`).run(e,r,s.type,s.title,s.subtitle,JSON.stringify(s.facts),s.narrative,JSON.stringify(s.concepts),JSON.stringify(s.files_read),JSON.stringify(s.files_modified),t||null,o.toISOString(),n);return{id:Number(u.lastInsertRowid),createdAtEpoch:n}}storeSummary(e,r,s,t){let o=new Date,n=o.getTime();this.db.prepare(`
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SELECT id FROM sdk_sessions WHERE sdk_session_id = ?
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`).get(e)||(this.db.prepare(`
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INSERT INTO sdk_sessions
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(claude_session_id, sdk_session_id, project, started_at, started_at_epoch, status)
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VALUES (?, ?, ?, ?, ?, 'active')
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`).run(e,e,r,o.toISOString(),n),console.error(`[SessionStore] Auto-created session record for session_id: ${e}`)),this.db.prepare(`
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`).run(e,e,r,o.toISOString(),n),console.error(`[SessionStore] Auto-created session record for session_id: ${e}`));let u=this.db.prepare(`
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INSERT INTO session_summaries
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(sdk_session_id, project, request, investigated, learned, completed,
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next_steps, notes, prompt_number, created_at, created_at_epoch)
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VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
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`).run(e,r,s.request,s.investigated,s.learned,s.completed,s.next_steps,s.notes,t||null,o.toISOString(),n)}markSessionCompleted(e){let r=new Date,s=r.getTime();this.db.prepare(`
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`).run(e,r,s.request,s.investigated,s.learned,s.completed,s.next_steps,s.notes,t||null,o.toISOString(),n);return{id:Number(u.lastInsertRowid),createdAtEpoch:n}}markSessionCompleted(e){let r=new Date,s=r.getTime();this.db.prepare(`
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UPDATE sdk_sessions
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SET status = 'completed', completed_at = ?, completed_at_epoch = ?
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WHERE id = ?
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@@ -448,7 +448,7 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let r=Obje
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UPDATE sdk_sessions
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SET status = 'failed', completed_at = ?, completed_at_epoch = ?
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WHERE status = 'active'
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`).run(e.toISOString(),r).changes}close(){this.db.close()}};var R,y,N=null,oe="cm__claude-mem";try{R=new C,y=new L}catch(a){console.error("[search-server] Failed to initialize search:",a.message),process.exit(1)}async function A(a,e,r){if(!N)throw new Error("Chroma client not initialized");let t=(await N.callTool({name:"chroma_query_documents",arguments:{collection_name:oe,query_texts:[a],n_results:e,include:["documents","metadatas","distances"],where:r}})).content[0]?.text||"",o;try{o=JSON.parse(t)}catch(u){return console.error("[search-server] Failed to parse Chroma response as JSON:",u),{ids:[],distances:[],metadatas:[]}}let n=[],c=o.ids?.[0]||[];for(let u of c){let p=u.match(/obs_(\d+)_/);if(p){let m=parseInt(p[1],10);n.includes(m)||n.push(m)}}let d=o.distances?.[0]||[],l=o.metadatas?.[0]||[];return{ids:n,distances:d,metadatas:l}}function v(){return`
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`).run(e.toISOString(),r).changes}close(){this.db.close()}};var R,y,N=null,oe="cm__claude-mem";try{R=new C,y=new A}catch(a){console.error("[search-server] Failed to initialize search:",a.message),process.exit(1)}async function L(a,e,r){if(!N)throw new Error("Chroma client not initialized");let t=(await N.callTool({name:"chroma_query_documents",arguments:{collection_name:oe,query_texts:[a],n_results:e,include:["documents","metadatas","distances"],where:r}})).content[0]?.text||"",o;try{o=JSON.parse(t)}catch(u){return console.error("[search-server] Failed to parse Chroma response as JSON:",u),{ids:[],distances:[],metadatas:[]}}let n=[],c=o.ids?.[0]||[];for(let u of c){let p=u.match(/obs_(\d+)_/);if(p){let m=parseInt(p[1],10);n.includes(m)||n.push(m)}}let d=o.distances?.[0]||[],l=o.metadatas?.[0]||[];return{ids:n,distances:d,metadatas:l}}function v(){return`
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---
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\u{1F4A1} Search Strategy:
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ALWAYS search with index format FIRST to get an overview and identify relevant results.
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@@ -472,7 +472,7 @@ Other tips:
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`)}function ie(a,e){let r=a.prompt_text.length>100?a.prompt_text.substring(0,100)+"...":a.prompt_text,s=new Date(a.created_at_epoch).toLocaleString();return`${e+1}. "${r}"
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Date: ${s} | Prompt #${a.prompt_number}
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Source: claude-mem://user-prompt/${a.id}`}function ae(a,e){let r=[];r.push(`## User Prompt #${a.prompt_number}`),r.push(`*Source: claude-mem://user-prompt/${a.id}*`),r.push(""),r.push(a.prompt_text),r.push(""),r.push("---");let s=new Date(a.created_at_epoch).toLocaleString();return r.push(`Date: ${s}`),r.join(`
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`)}var ce=i.object({project:i.string().optional().describe("Filter by project name"),type:i.union([i.enum(["decision","bugfix","feature","refactor","discovery","change"]),i.array(i.enum(["decision","bugfix","feature","refactor","discovery","change"]))]).optional().describe("Filter by observation type"),concepts:i.union([i.string(),i.array(i.string())]).optional().describe("Filter by concept tags"),files:i.union([i.string(),i.array(i.string())]).optional().describe("Filter by file paths (partial match)"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional().describe("Start date (ISO string or epoch)"),end:i.union([i.string(),i.number()]).optional().describe("End date (ISO string or epoch)")}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum number of results"),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),H=[{name:"search_observations",description:'Search observations using full-text search across titles, narratives, facts, and concepts. 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.',inputSchema:i.object({query:i.string().describe("Search query for FTS5 full-text search"),format:i.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)'),...ce.shape}),handler:async a=>{try{let{query:e,format:r="index",...s}=a,t=[];if(N)try{console.error("[search-server] Using hybrid semantic search (Chroma + SQLite)");let n=await A(e,100);if(console.error(`[search-server] Chroma returned ${n.ids.length} semantic matches`),n.ids.length>0){let c=Math.floor(Date.now()/1e3)-7776e3,d=n.ids.filter((l,u)=>{let p=n.metadatas[u];return p&&p.created_at_epoch>c});if(console.error(`[search-server] ${d.length} results within 90-day window`),d.length>0){let l=s.limit||20;t=y.getObservationsByIds(d,{orderBy:"date_desc",limit:l}),console.error(`[search-server] Hydrated ${t.length} observations from SQLite`)}}}catch(n){console.error("[search-server] Chroma query failed, falling back to FTS5:",n.message)}if(t.length===0&&(console.error("[search-server] Using FTS5 keyword search"),t=R.searchObservations(e,s)),t.length===0)return{content:[{type:"text",text:`No observations found matching "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} observation(s) matching "${e}":
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`)}var ce=i.object({project:i.string().optional().describe("Filter by project name"),type:i.union([i.enum(["decision","bugfix","feature","refactor","discovery","change"]),i.array(i.enum(["decision","bugfix","feature","refactor","discovery","change"]))]).optional().describe("Filter by observation type"),concepts:i.union([i.string(),i.array(i.string())]).optional().describe("Filter by concept tags"),files:i.union([i.string(),i.array(i.string())]).optional().describe("Filter by file paths (partial match)"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional().describe("Start date (ISO string or epoch)"),end:i.union([i.string(),i.number()]).optional().describe("End date (ISO string or epoch)")}).optional().describe("Filter by date range"),limit:i.number().min(1).max(100).default(20).describe("Maximum number of results"),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),H=[{name:"search_observations",description:'Search observations using full-text search across titles, narratives, facts, and concepts. 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.',inputSchema:i.object({query:i.string().describe("Search query for FTS5 full-text search"),format:i.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)'),...ce.shape}),handler:async a=>{try{let{query:e,format:r="index",...s}=a,t=[];if(N)try{console.error("[search-server] Using hybrid semantic search (Chroma + SQLite)");let n=await L(e,100);if(console.error(`[search-server] Chroma returned ${n.ids.length} semantic matches`),n.ids.length>0){let c=Math.floor(Date.now()/1e3)-7776e3,d=n.ids.filter((l,u)=>{let p=n.metadatas[u];return p&&p.created_at_epoch>c});if(console.error(`[search-server] ${d.length} results within 90-day window`),d.length>0){let l=s.limit||20;t=y.getObservationsByIds(d,{orderBy:"date_desc",limit:l}),console.error(`[search-server] Hydrated ${t.length} observations from SQLite`)}}}catch(n){console.error("[search-server] Chroma query failed, falling back to FTS5:",n.message)}if(t.length===0&&(console.error("[search-server] Using FTS5 keyword search"),t=R.searchObservations(e,s)),t.length===0)return{content:[{type:"text",text:`No observations found matching "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} observation(s) matching "${e}":
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`,c=t.map((d,l)=>D(d,l));o=n+c.join(`
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@@ -488,7 +488,7 @@ Other tips:
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---
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`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_concept",description:'Find observations tagged with a specific concept. 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.',inputSchema:i.object({concept:i.string().describe("Concept tag to search for"),format:i.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)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.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."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{concept:e,format:r="index",...s}=a,t=[];if(N)try{console.error("[search-server] Using metadata-first + semantic ranking for concept search");let n=R.findByConcept(e,s);if(console.error(`[search-server] Found ${n.length} observations with concept "${e}"`),n.length>0){let c=n.map(u=>u.id),d=await A(e,Math.min(c.length,100)),l=[];for(let u of d.ids)c.includes(u)&&!l.includes(u)&&l.push(u);console.error(`[search-server] Chroma ranked ${l.length} results by semantic relevance`),l.length>0&&(t=y.getObservationsByIds(l,{limit:s.limit||20}),t.sort((u,p)=>l.indexOf(u.id)-l.indexOf(p.id)))}}catch(n){console.error("[search-server] Chroma ranking failed, using SQLite order:",n.message)}if(t.length===0&&(console.error("[search-server] Using SQLite-only concept search"),t=R.findByConcept(e,s)),t.length===0)return{content:[{type:"text",text:`No observations found with concept "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} observation(s) with concept "${e}":
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_concept",description:'Find observations tagged with a specific concept. 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.',inputSchema:i.object({concept:i.string().describe("Concept tag to search for"),format:i.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)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.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."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{concept:e,format:r="index",...s}=a,t=[];if(N)try{console.error("[search-server] Using metadata-first + semantic ranking for concept search");let n=R.findByConcept(e,s);if(console.error(`[search-server] Found ${n.length} observations with concept "${e}"`),n.length>0){let c=n.map(u=>u.id),d=await L(e,Math.min(c.length,100)),l=[];for(let u of d.ids)c.includes(u)&&!l.includes(u)&&l.push(u);console.error(`[search-server] Chroma ranked ${l.length} results by semantic relevance`),l.length>0&&(t=y.getObservationsByIds(l,{limit:s.limit||20}),t.sort((u,p)=>l.indexOf(u.id)-l.indexOf(p.id)))}}catch(n){console.error("[search-server] Chroma ranking failed, using SQLite order:",n.message)}if(t.length===0&&(console.error("[search-server] Using SQLite-only concept search"),t=R.findByConcept(e,s)),t.length===0)return{content:[{type:"text",text:`No observations found with concept "${e}"`}]};let o;if(r==="index"){let n=`Found ${t.length} observation(s) with concept "${e}":
|
||||
|
||||
`,c=t.map((d,l)=>D(d,l));o=n+c.join(`
|
||||
|
||||
@@ -496,7 +496,7 @@ Other tips:
|
||||
|
||||
---
|
||||
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_file",description:'Find observations and sessions that reference a specific file path. 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.',inputSchema:i.object({filePath:i.string().describe("File path to search for (supports partial matching)"),format:i.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)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.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."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{filePath:e,format:r="index",...s}=a,t=[],o=[];if(N)try{console.error("[search-server] Using metadata-first + semantic ranking for file search");let d=R.findByFile(e,s);if(console.error(`[search-server] Found ${d.observations.length} observations, ${d.sessions.length} sessions for file "${e}"`),o=d.sessions,d.observations.length>0){let l=d.observations.map(m=>m.id),u=await A(e,Math.min(l.length,100)),p=[];for(let m of u.ids)l.includes(m)&&!p.includes(m)&&p.push(m);console.error(`[search-server] Chroma ranked ${p.length} observations by semantic relevance`),p.length>0&&(t=y.getObservationsByIds(p,{limit:s.limit||20}),t.sort((m,_)=>p.indexOf(m.id)-p.indexOf(_.id)))}}catch(d){console.error("[search-server] Chroma ranking failed, using SQLite order:",d.message)}if(t.length===0&&o.length===0){console.error("[search-server] Using SQLite-only file search");let d=R.findByFile(e,s);t=d.observations,o=d.sessions}let n=t.length+o.length;if(n===0)return{content:[{type:"text",text:`No results found for file "${e}"`}]};let c;if(r==="index"){let d=`Found ${n} result(s) for file "${e}":
|
||||
`);return{content:[{type:"text",text:o}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_file",description:'Find observations and sessions that reference a specific file path. 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.',inputSchema:i.object({filePath:i.string().describe("File path to search for (supports partial matching)"),format:i.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)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.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."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{filePath:e,format:r="index",...s}=a,t=[],o=[];if(N)try{console.error("[search-server] Using metadata-first + semantic ranking for file search");let d=R.findByFile(e,s);if(console.error(`[search-server] Found ${d.observations.length} observations, ${d.sessions.length} sessions for file "${e}"`),o=d.sessions,d.observations.length>0){let l=d.observations.map(m=>m.id),u=await L(e,Math.min(l.length,100)),p=[];for(let m of u.ids)l.includes(m)&&!p.includes(m)&&p.push(m);console.error(`[search-server] Chroma ranked ${p.length} observations by semantic relevance`),p.length>0&&(t=y.getObservationsByIds(p,{limit:s.limit||20}),t.sort((m,_)=>p.indexOf(m.id)-p.indexOf(_.id)))}}catch(d){console.error("[search-server] Chroma ranking failed, using SQLite order:",d.message)}if(t.length===0&&o.length===0){console.error("[search-server] Using SQLite-only file search");let d=R.findByFile(e,s);t=d.observations,o=d.sessions}let n=t.length+o.length;if(n===0)return{content:[{type:"text",text:`No results found for file "${e}"`}]};let c;if(r==="index"){let d=`Found ${n} result(s) for file "${e}":
|
||||
|
||||
`,l=[];t.forEach((u,p)=>{l.push(D(u,p))}),o.forEach((u,p)=>{l.push(P(u,p+t.length))}),c=d+l.join(`
|
||||
|
||||
@@ -504,7 +504,7 @@ Other tips:
|
||||
|
||||
---
|
||||
|
||||
`)}return{content:[{type:"text",text:c}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_type",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.',inputSchema:i.object({type:i.union([i.enum(["decision","bugfix","feature","refactor","discovery","change"]),i.array(i.enum(["decision","bugfix","feature","refactor","discovery","change"]))]).describe("Observation type(s) to filter by"),format:i.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)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.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."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{type:e,format:r="index",...s}=a,t=Array.isArray(e)?e.join(", "):e,o=[];if(N)try{console.error("[search-server] Using metadata-first + semantic ranking for type search");let c=R.findByType(e,s);if(console.error(`[search-server] Found ${c.length} observations with type "${t}"`),c.length>0){let d=c.map(p=>p.id),l=await A(t,Math.min(d.length,100)),u=[];for(let p of l.ids)d.includes(p)&&!u.includes(p)&&u.push(p);console.error(`[search-server] Chroma ranked ${u.length} results by semantic relevance`),u.length>0&&(o=y.getObservationsByIds(u,{limit:s.limit||20}),o.sort((p,m)=>u.indexOf(p.id)-u.indexOf(m.id)))}}catch(c){console.error("[search-server] Chroma ranking failed, using SQLite order:",c.message)}if(o.length===0&&(console.error("[search-server] Using SQLite-only type search"),o=R.findByType(e,s)),o.length===0)return{content:[{type:"text",text:`No observations found with type "${t}"`}]};let n;if(r==="index"){let c=`Found ${o.length} observation(s) with type "${t}":
|
||||
`)}return{content:[{type:"text",text:c}]}}catch(e){return{content:[{type:"text",text:`Search failed: ${e.message}`}],isError:!0}}}},{name:"find_by_type",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.',inputSchema:i.object({type:i.union([i.enum(["decision","bugfix","feature","refactor","discovery","change"]),i.array(i.enum(["decision","bugfix","feature","refactor","discovery","change"]))]).describe("Observation type(s) to filter by"),format:i.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)'),project:i.string().optional().describe("Filter by project name"),dateRange:i.object({start:i.union([i.string(),i.number()]).optional(),end:i.union([i.string(),i.number()]).optional()}).optional().describe("Filter by date range"),limit:i.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."),offset:i.number().min(0).default(0).describe("Number of results to skip"),orderBy:i.enum(["relevance","date_desc","date_asc"]).default("date_desc").describe("Sort order")}),handler:async a=>{try{let{type:e,format:r="index",...s}=a,t=Array.isArray(e)?e.join(", "):e,o=[];if(N)try{console.error("[search-server] Using metadata-first + semantic ranking for type search");let c=R.findByType(e,s);if(console.error(`[search-server] Found ${c.length} observations with type "${t}"`),c.length>0){let d=c.map(p=>p.id),l=await L(t,Math.min(d.length,100)),u=[];for(let p of l.ids)d.includes(p)&&!u.includes(p)&&u.push(p);console.error(`[search-server] Chroma ranked ${u.length} results by semantic relevance`),u.length>0&&(o=y.getObservationsByIds(u,{limit:s.limit||20}),o.sort((p,m)=>u.indexOf(p.id)-u.indexOf(m.id)))}}catch(c){console.error("[search-server] Chroma ranking failed, using SQLite order:",c.message)}if(o.length===0&&(console.error("[search-server] Using SQLite-only type search"),o=R.findByType(e,s)),o.length===0)return{content:[{type:"text",text:`No observations found with type "${t}"`}]};let n;if(r==="index"){let c=`Found ${o.length} observation(s) with type "${t}":
|
||||
|
||||
`,d=o.map((l,u)=>D(l,u));n=c+d.join(`
|
||||
|
||||
|
||||
Reference in New Issue
Block a user