feat: Migrate to Skill-Based Search and enhance context handling
- Implemented a new skill-based search approach, replacing MCP search tools to reduce session start context from ~2,500 tokens to ~250 tokens. - Added 10 new HTTP API endpoints to the worker service for various search functionalities. - Created a new search skill with detailed instructions and examples for users. - Removed MCP search server references and updated documentation to reflect the new skill-based approach. - Enhanced context handling in the context hook to conditionally display the most recent summary based on observations. - Introduced comprehensive documentation for Agent Skills, including creation, management, and best practices.
This commit is contained in:
Alex Newman
@@ -1,7 +1,7 @@
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#!/usr/bin/env node
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import x from"path";import{homedir as se}from"os";import{existsSync as te,readFileSync as re}from"fs";import{stdin as F}from"process";import ee from"better-sqlite3";import{join as b,dirname as J,basename as Te}from"path";import{homedir as j}from"os";import{existsSync as Se,mkdirSync as Q}from"fs";import{fileURLToPath as z}from"url";function Z(){return typeof __dirname<"u"?__dirname:J(z(import.meta.url))}var fe=Z(),N=process.env.CLAUDE_MEM_DATA_DIR||b(j(),".claude-mem"),$=process.env.CLAUDE_CONFIG_DIR||b(j(),".claude"),Ne=b(N,"archives"),Oe=b(N,"logs"),Ie=b(N,"trash"),Le=b(N,"backups"),ye=b(N,"settings.json"),P=b(N,"claude-mem.db"),Ae=b(N,"vector-db"),ve=b($,"settings.json"),Ce=b($,"commands"),De=b($,"CLAUDE.md");function H(c){Q(c,{recursive:!0})}var M=(i=>(i[i.DEBUG=0]="DEBUG",i[i.INFO=1]="INFO",i[i.WARN=2]="WARN",i[i.ERROR=3]="ERROR",i[i.SILENT=4]="SILENT",i))(M||{}),w=class{level;useColor;constructor(){let e=process.env.CLAUDE_MEM_LOG_LEVEL?.toUpperCase()||"INFO";this.level=M[e]??1,this.useColor=process.stdout.isTTY??!1}correlationId(e,s){return`obs-${e}-${s}`}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 s=Object.keys(e);return s.length===0?"{}":s.length<=3?JSON.stringify(e):`{${s.length} keys: ${s.slice(0,3).join(", ")}...}`}return String(e)}formatTool(e,s){if(!s)return e;try{let t=typeof s=="string"?JSON.parse(s):s;if(e==="Bash"&&t.command){let r=t.command.length>50?t.command.substring(0,50)+"...":t.command;return`${e}(${r})`}if(e==="Read"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}if(e==="Edit"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}if(e==="Write"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}return e}catch{return e}}log(e,s,t,r,i){if(e<this.level)return;let d=new Date().toISOString().replace("T"," ").substring(0,23),p=M[e].padEnd(5),_=s.padEnd(6),E="";r?.correlationId?E=`[${r.correlationId}] `:r?.sessionId&&(E=`[session-${r.sessionId}] `);let n="";i!=null&&(this.level===0&&typeof i=="object"?n=`
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`+JSON.stringify(i,null,2):n=" "+this.formatData(i));let O="";if(r){let{sessionId:S,sdkSessionId:R,correlationId:l,...a}=r;Object.keys(a).length>0&&(O=` {${Object.entries(a).map(([T,m])=>`${T}=${m}`).join(", ")}}`)}let L=`[${d}] [${p}] [${_}] ${E}${t}${O}${n}`;e===3?console.error(L):console.log(L)}debug(e,s,t,r){this.log(0,e,s,t,r)}info(e,s,t,r){this.log(1,e,s,t,r)}warn(e,s,t,r){this.log(2,e,s,t,r)}error(e,s,t,r){this.log(3,e,s,t,r)}dataIn(e,s,t,r){this.info(e,`\u2192 ${s}`,t,r)}dataOut(e,s,t,r){this.info(e,`\u2190 ${s}`,t,r)}success(e,s,t,r){this.info(e,`\u2713 ${s}`,t,r)}failure(e,s,t,r){this.error(e,`\u2717 ${s}`,t,r)}timing(e,s,t,r){this.info(e,`\u23F1 ${s}`,r,{duration:`${t}ms`})}},G=new w;var C=class{db;constructor(){H(N),this.db=new ee(P),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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import x from"path";import{homedir as re}from"os";import{existsSync as ne,readFileSync as ie}from"fs";import{stdin as X}from"process";import te from"better-sqlite3";import{join as b,dirname as z,basename as he}from"path";import{homedir as H}from"os";import{existsSync as fe,mkdirSync as Z}from"fs";import{fileURLToPath as ee}from"url";function se(){return typeof __dirname<"u"?__dirname:z(ee(import.meta.url))}var Oe=se(),N=process.env.CLAUDE_MEM_DATA_DIR||b(H(),".claude-mem"),M=process.env.CLAUDE_CONFIG_DIR||b(H(),".claude"),Ie=b(N,"archives"),Le=b(N,"logs"),ye=b(N,"trash"),Ae=b(N,"backups"),ve=b(N,"settings.json"),G=b(N,"claude-mem.db"),Ce=b(N,"vector-db"),De=b(M,"settings.json"),xe=b(M,"commands"),ke=b(M,"CLAUDE.md");function W(c){Z(c,{recursive:!0})}var w=(i=>(i[i.DEBUG=0]="DEBUG",i[i.INFO=1]="INFO",i[i.WARN=2]="WARN",i[i.ERROR=3]="ERROR",i[i.SILENT=4]="SILENT",i))(w||{}),F=class{level;useColor;constructor(){let e=process.env.CLAUDE_MEM_LOG_LEVEL?.toUpperCase()||"INFO";this.level=w[e]??1,this.useColor=process.stdout.isTTY??!1}correlationId(e,s){return`obs-${e}-${s}`}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 s=Object.keys(e);return s.length===0?"{}":s.length<=3?JSON.stringify(e):`{${s.length} keys: ${s.slice(0,3).join(", ")}...}`}return String(e)}formatTool(e,s){if(!s)return e;try{let t=typeof s=="string"?JSON.parse(s):s;if(e==="Bash"&&t.command){let r=t.command.length>50?t.command.substring(0,50)+"...":t.command;return`${e}(${r})`}if(e==="Read"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}if(e==="Edit"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}if(e==="Write"&&t.file_path){let r=t.file_path.split("/").pop()||t.file_path;return`${e}(${r})`}return e}catch{return e}}log(e,s,t,r,i){if(e<this.level)return;let d=new Date().toISOString().replace("T"," ").substring(0,23),p=w[e].padEnd(5),_=s.padEnd(6),E="";r?.correlationId?E=`[${r.correlationId}] `:r?.sessionId&&(E=`[session-${r.sessionId}] `);let n="";i!=null&&(this.level===0&&typeof i=="object"?n=`
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`+JSON.stringify(i,null,2):n=" "+this.formatData(i));let O="";if(r){let{sessionId:S,sdkSessionId:R,correlationId:m,...a}=r;Object.keys(a).length>0&&(O=` {${Object.entries(a).map(([B,u])=>`${B}=${u}`).join(", ")}}`)}let L=`[${d}] [${p}] [${_}] ${E}${t}${O}${n}`;e===3?console.error(L):console.log(L)}debug(e,s,t,r){this.log(0,e,s,t,r)}info(e,s,t,r){this.log(1,e,s,t,r)}warn(e,s,t,r){this.log(2,e,s,t,r)}error(e,s,t,r){this.log(3,e,s,t,r)}dataIn(e,s,t,r){this.info(e,`\u2192 ${s}`,t,r)}dataOut(e,s,t,r){this.info(e,`\u2190 ${s}`,t,r)}success(e,s,t,r){this.info(e,`\u2713 ${s}`,t,r)}failure(e,s,t,r){this.error(e,`\u2717 ${s}`,t,r)}timing(e,s,t,r){this.info(e,`\u23F1 ${s}`,r,{duration:`${t}ms`})}},Y=new F;var C=class{db;constructor(){W(N),this.db=new te(G),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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@@ -299,7 +299,7 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Obje
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UPDATE sdk_sessions
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SET sdk_session_id = ?
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WHERE id = ? AND sdk_session_id IS NULL
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`).run(s,e).changes===0?(G.debug("DB","sdk_session_id already set, skipping update",{sessionId:e,sdkSessionId:s}),!1):!0}setWorkerPort(e,s){this.db.prepare(`
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`).run(s,e).changes===0?(Y.debug("DB","sdk_session_id already set, skipping update",{sessionId:e,sdkSessionId:s}),!1):!0}setWorkerPort(e,s){this.db.prepare(`
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UPDATE sdk_sessions
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SET worker_port = ?
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WHERE id = ?
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@@ -369,7 +369,7 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Obje
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WHERE id >= ? ${d}
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ORDER BY id ASC
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LIMIT ?
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`;try{let l=this.db.prepare(S).all(e,...p,t+1),a=this.db.prepare(R).all(e,...p,r+1);if(l.length===0&&a.length===0)return{observations:[],sessions:[],prompts:[]};_=l.length>0?l[l.length-1].created_at_epoch:s,E=a.length>0?a[a.length-1].created_at_epoch:s}catch(l){return console.error("[SessionStore] Error getting boundary observations:",l.message),{observations:[],sessions:[],prompts:[]}}}else{let S=`
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`;try{let m=this.db.prepare(S).all(e,...p,t+1),a=this.db.prepare(R).all(e,...p,r+1);if(m.length===0&&a.length===0)return{observations:[],sessions:[],prompts:[]};_=m.length>0?m[m.length-1].created_at_epoch:s,E=a.length>0?a[a.length-1].created_at_epoch:s}catch(m){return console.error("[SessionStore] Error getting boundary observations:",m.message),{observations:[],sessions:[],prompts:[]}}}else{let S=`
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SELECT created_at_epoch
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FROM observations
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WHERE created_at_epoch <= ? ${d}
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@@ -381,7 +381,7 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Obje
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WHERE created_at_epoch >= ? ${d}
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ORDER BY created_at_epoch ASC
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LIMIT ?
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`;try{let l=this.db.prepare(S).all(s,...p,t),a=this.db.prepare(R).all(s,...p,r+1);if(l.length===0&&a.length===0)return{observations:[],sessions:[],prompts:[]};_=l.length>0?l[l.length-1].created_at_epoch:s,E=a.length>0?a[a.length-1].created_at_epoch:s}catch(l){return console.error("[SessionStore] Error getting boundary timestamps:",l.message),{observations:[],sessions:[],prompts:[]}}}let n=`
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`;try{let m=this.db.prepare(S).all(s,...p,t),a=this.db.prepare(R).all(s,...p,r+1);if(m.length===0&&a.length===0)return{observations:[],sessions:[],prompts:[]};_=m.length>0?m[m.length-1].created_at_epoch:s,E=a.length>0?a[a.length-1].created_at_epoch:s}catch(m){return console.error("[SessionStore] Error getting boundary timestamps:",m.message),{observations:[],sessions:[],prompts:[]}}}let n=`
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SELECT *
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FROM observations
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WHERE created_at_epoch >= ? AND created_at_epoch <= ? ${d}
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@@ -397,7 +397,7 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Obje
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JOIN sdk_sessions s ON up.claude_session_id = s.claude_session_id
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WHERE up.created_at_epoch >= ? AND up.created_at_epoch <= ? ${d.replace("project","s.project")}
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ORDER BY up.created_at_epoch ASC
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`;try{let S=this.db.prepare(n).all(_,E,...p),R=this.db.prepare(O).all(_,E,...p),l=this.db.prepare(L).all(_,E,...p);return{observations:S,sessions:R.map(a=>({id:a.id,sdk_session_id:a.sdk_session_id,project:a.project,request:a.request,completed:a.completed,next_steps:a.next_steps,created_at:a.created_at,created_at_epoch:a.created_at_epoch})),prompts:l.map(a=>({id:a.id,claude_session_id:a.claude_session_id,project:a.project,prompt:a.prompt_text,created_at:a.created_at,created_at_epoch:a.created_at_epoch}))}}catch(S){return console.error("[SessionStore] Error querying timeline records:",S.message),{observations:[],sessions:[],prompts:[]}}}close(){this.db.close()}};function ne(){try{let c=x.join(se(),".claude","settings.json");if(te(c)){let e=JSON.parse(re(c,"utf-8"));if(e.env?.CLAUDE_MEM_CONTEXT_OBSERVATIONS){let s=parseInt(e.env.CLAUDE_MEM_CONTEXT_OBSERVATIONS,10);if(!isNaN(s)&&s>0)return s}}}catch{}return parseInt(process.env.CLAUDE_MEM_CONTEXT_OBSERVATIONS||"50",10)}var ie=ne(),W=10,oe=4,ae=1,o={reset:"\x1B[0m",bright:"\x1B[1m",dim:"\x1B[2m",cyan:"\x1B[36m",green:"\x1B[32m",yellow:"\x1B[33m",blue:"\x1B[34m",magenta:"\x1B[35m",gray:"\x1B[90m",red:"\x1B[31m"};function de(c){if(!c)return[];try{let e=JSON.parse(c);return Array.isArray(e)?e:[]}catch{return[]}}function ce(c){return new Date(c).toLocaleString("en-US",{month:"short",day:"numeric",hour:"numeric",minute:"2-digit",hour12:!0})}function pe(c){return new Date(c).toLocaleString("en-US",{hour:"numeric",minute:"2-digit",hour12:!0})}function _e(c){return new Date(c).toLocaleString("en-US",{month:"short",day:"numeric",year:"numeric"})}function ue(c){return c?Math.ceil(c.length/oe):0}function le(c,e){return x.isAbsolute(c)?x.relative(e,c):c}function D(c,e,s,t){return e?t?[`${s}${c}:${o.reset} ${e}`,""]:[`**${c}**: ${e}`,""]:[]}async function Y(c,e=!1){let s=c?.cwd??process.cwd(),t=s?x.basename(s):"unknown-project",r=new C,i=r.db.prepare(`
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`;try{let S=this.db.prepare(n).all(_,E,...p),R=this.db.prepare(O).all(_,E,...p),m=this.db.prepare(L).all(_,E,...p);return{observations:S,sessions:R.map(a=>({id:a.id,sdk_session_id:a.sdk_session_id,project:a.project,request:a.request,completed:a.completed,next_steps:a.next_steps,created_at:a.created_at,created_at_epoch:a.created_at_epoch})),prompts:m.map(a=>({id:a.id,claude_session_id:a.claude_session_id,project:a.project,prompt:a.prompt_text,created_at:a.created_at,created_at_epoch:a.created_at_epoch}))}}catch(S){return console.error("[SessionStore] Error querying timeline records:",S.message),{observations:[],sessions:[],prompts:[]}}}close(){this.db.close()}};function oe(){try{let c=x.join(re(),".claude","settings.json");if(ne(c)){let e=JSON.parse(ie(c,"utf-8"));if(e.env?.CLAUDE_MEM_CONTEXT_OBSERVATIONS){let s=parseInt(e.env.CLAUDE_MEM_CONTEXT_OBSERVATIONS,10);if(!isNaN(s)&&s>0)return s}}}catch{}return parseInt(process.env.CLAUDE_MEM_CONTEXT_OBSERVATIONS||"50",10)}var ae=oe(),V=10,de=4,ce=1,o={reset:"\x1B[0m",bright:"\x1B[1m",dim:"\x1B[2m",cyan:"\x1B[36m",green:"\x1B[32m",yellow:"\x1B[33m",blue:"\x1B[34m",magenta:"\x1B[35m",gray:"\x1B[90m",red:"\x1B[31m"};function pe(c){if(!c)return[];try{let e=JSON.parse(c);return Array.isArray(e)?e:[]}catch{return[]}}function _e(c){return new Date(c).toLocaleString("en-US",{month:"short",day:"numeric",hour:"numeric",minute:"2-digit",hour12:!0})}function ue(c){return new Date(c).toLocaleString("en-US",{hour:"numeric",minute:"2-digit",hour12:!0})}function me(c){return new Date(c).toLocaleString("en-US",{month:"short",day:"numeric",year:"numeric"})}function le(c){return c?Math.ceil(c.length/de):0}function Ee(c,e){return x.isAbsolute(c)?x.relative(e,c):c}function D(c,e,s,t){return e?t?[`${s}${c}:${o.reset} ${e}`,""]:[`**${c}**: ${e}`,""]:[]}async function q(c,e=!1){let s=c?.cwd??process.cwd(),t=s?x.basename(s):"unknown-project",r=new C,i=r.db.prepare(`
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SELECT
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id, sdk_session_id, type, title, subtitle, narrative,
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facts, concepts, files_read, files_modified,
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@@ -406,18 +406,18 @@ ${e.stack}`:e.message;if(Array.isArray(e))return`[${e.length} items]`;let s=Obje
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WHERE project = ?
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ORDER BY created_at_epoch DESC
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LIMIT ?
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`).all(t,ie),d=r.db.prepare(`
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`).all(t,ae),d=r.db.prepare(`
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SELECT id, sdk_session_id, request, investigated, learned, completed, next_steps, created_at, created_at_epoch
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FROM session_summaries
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WHERE project = ?
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ORDER BY created_at_epoch DESC
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LIMIT ?
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`).all(t,W+ae);if(i.length===0&&d.length===0)return r.close(),e?`
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`).all(t,V+ce);if(i.length===0&&d.length===0)return r.close(),e?`
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${o.bright}${o.cyan}\u{1F4DD} [${t}] recent context${o.reset}
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${o.gray}${"\u2500".repeat(60)}${o.reset}
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${o.dim}No previous sessions found for this project yet.${o.reset}
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`:`# [${t}] recent context
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|
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|
||||
|
||||
Reference in New Issue
Block a user