Add 260+ Claude Code skills from skills.sh
Complete collection of AI agent skills including: - Frontend Development (Vue, React, Next.js, Three.js) - Backend Development (NestJS, FastAPI, Node.js) - Mobile Development (React Native, Expo) - Testing (E2E, frontend, webapp) - DevOps (GitHub Actions, CI/CD) - Marketing (SEO, copywriting, analytics) - Security (binary analysis, vulnerability scanning) - And many more... Synchronized from: https://skills.sh/ Co-Authored-By: Claude <noreply@anthropic.com>
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admin
384
brainstorming/.agent/workspace/intent-analyzer.cjs
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384
brainstorming/.agent/workspace/intent-analyzer.cjs
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/**
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* Enhanced Intent Analyzer
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* Analyzes user input to determine intent and select appropriate tools
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* Inspired by ReAct pattern and agent intent analysis
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*/
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class IntentAnalyzer {
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constructor(config = {}) {
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this.tools = config.tools || [];
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this.history = config.history || [];
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this.patterns = this.loadPatterns();
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this.context = {
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previousCommands: [],
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currentDirectory: process.cwd(),
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preferences: {}
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};
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}
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/**
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* Load command patterns for intent detection
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*/
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loadPatterns() {
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return {
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// Shell command patterns
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shell: [
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/^(ls|ll|la|dir)\b/,
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/^(cd|pwd)\b/,
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/^(cat|less|more|head|tail)\b/,
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/^(echo|printf)\b/,
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/^(grep|rg|ag|ack)\b/,
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/^(find|locate)\b/,
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/^(npm|yarn|pnpm|pip|pip3|cargo|go)\b/,
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/^(git|gh)\b/,
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/^(curl|wget)\b/,
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/^(ssh|scp|rsync)\b/,
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/^(docker|podman)\b/,
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/^(node|python|python3|ruby|bash|sh|zsh)\s/,
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/^(make|cmake|ninja)\b/,
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/^(test|npm test|pytest)\b/,
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/^(build|npm build|webpack|vite)\b/
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],
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// File operation patterns
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file: [
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/^(read|open|view|show)\s+(?:file\s+)?['"]?[\w\-./]/,
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/^(write|create|save)\s+(?:file\s+)?['"]?[\w\-./]/,
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/^(delete|remove|rm)\s+(?:file\s+)?['"]?[\w\-./]/,
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/^(copy|cp|move|mv)\s+(?:file\s+)?['"]?[\w\-./]/,
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/^(list|ls|dir)\s+(?:files?\s+)?(?:in\s+)?['"]?[\w\-./]/,
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/\.(txt|md|js|ts|py|html|css|json|yaml|yml|xml)$/,
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/^edit\s+['"]?[\w\-./]/
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],
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// Code execution patterns
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code: [
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/^run\s+(?:code|script|python|node)\b/,
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/^execute\s+(?:code|python|javascript)\b/,
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/^eval\b/,
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/^(python|python3|node)\s+-c/,
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/^(python|python3|node)\s+\S+\.py$/
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],
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// Web search patterns
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web: [
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/^(search|google|bing)\b/,
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/^(lookup|find)\s+(?:on\s+(?:web|google|internet))/,
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/^what\s+is\b/,
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/^how\s+to\b/,
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/^explain\b/
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]
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};
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}
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/**
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* Register available tools
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*/
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setTools(tools) {
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this.tools = tools;
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return this;
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}
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/**
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* Update context
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*/
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updateContext(updates) {
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Object.assign(this.context, updates);
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return this;
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}
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/**
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* Analyze input and determine intent
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*
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* @param {string} input - User input
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* @returns {IntentResult} Analysis result
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*/
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analyze(input) {
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const trimmed = input.trim();
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// Check for empty input
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if (!trimmed) {
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return {
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intent: 'unknown',
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confidence: 0,
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tool: null,
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parameters: {},
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reasoning: 'Empty input'
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};
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}
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// Analyze patterns
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const patternResult = this.analyzePatterns(trimmed);
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if (patternResult.confidence > 0.7) {
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return patternResult;
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}
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// Analyze keywords
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const keywordResult = this.analyzeKeywords(trimmed);
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if (keywordResult.confidence > 0.5) {
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return keywordResult;
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}
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// Use context/history
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const contextResult = this.analyzeContext(trimmed);
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if (contextResult.confidence > 0.4) {
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return contextResult;
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}
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// Default to shell command
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return {
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intent: 'shell',
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confidence: 0.3,
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tool: 'shell',
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parameters: { command: trimmed },
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reasoning: 'Default to shell execution'
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};
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}
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/**
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* Analyze based on known patterns
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*/
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analyzePatterns(input) {
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const lower = input.toLowerCase();
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for (const [intent, patterns] of Object.entries(this.patterns)) {
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for (const pattern of patterns) {
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if (pattern.test(input)) {
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return this.buildIntentResult(intent, input, 0.9, 'Pattern match');
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}
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}
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}
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return { confidence: 0 };
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}
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/**
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* Analyze based on keywords
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*/
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analyzeKeywords(input) {
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const keywords = {
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shell: ['execute', 'run', 'command', 'terminal', 'shell', 'bash'],
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file: ['file', 'folder', 'directory', 'read', 'write', 'create'],
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code: ['code', 'script', 'function', 'class'],
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web: ['search', 'find', 'google', 'lookup', 'internet', 'web']
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};
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const lower = input.toLowerCase();
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let bestMatch = { intent: null, score: 0 };
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for (const [intent, kwList] of Object.entries(keywords)) {
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const score = kwList.reduce((acc, kw) => {
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return acc + (lower.includes(kw) ? 1 : 0);
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}, 0);
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if (score > bestMatch.score) {
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bestMatch = { intent, score };
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}
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}
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if (bestMatch.score > 0) {
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const confidence = Math.min(0.6, bestMatch.score * 0.2);
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return this.buildIntentResult(bestMatch.intent, input, confidence, 'Keyword match');
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}
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return { confidence: 0 };
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}
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/**
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* Analyze based on context and history
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*/
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analyzeContext(input) {
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// Check if this is a continuation
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const lastCommand = this.context.previousCommands[
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this.context.previousCommands.length - 1
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];
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if (lastCommand) {
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// Continuation of previous command
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if (input.startsWith('&&') || input.startsWith('||') || input.startsWith('|')) {
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return {
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intent: 'shell',
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confidence: 0.8,
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tool: 'shell',
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parameters: { command: `${lastCommand.command} ${input}` },
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reasoning: 'Command continuation'
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};
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}
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// Repeat previous command
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if (input === '!!' || input === 'again') {
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return {
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intent: lastCommand.intent,
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confidence: 0.7,
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tool: lastCommand.tool,
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parameters: lastCommand.parameters,
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reasoning: 'Repeat previous command'
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};
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}
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// Reference to previous output
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if (input.includes('previous') || input.includes('last')) {
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return {
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intent: lastCommand.intent,
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confidence: 0.6,
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tool: lastCommand.tool,
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parameters: lastCommand.parameters,
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reasoning: 'Reference to previous command'
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};
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}
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}
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return { confidence: 0 };
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}
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/**
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* Build intent result based on detected intent
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*/
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buildIntentResult(intent, input, confidence, reasoning) {
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const toolMap = {
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shell: 'shell',
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file: 'file',
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code: 'shell', // Code execution uses shell
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web: 'web_search' // Hypothetical web tool
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};
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const parameters = this.extractParameters(intent, input);
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return {
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intent,
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confidence,
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tool: toolMap[intent] || 'shell',
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parameters,
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reasoning
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};
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}
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/**
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* Extract parameters based on intent
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*/
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extractParameters(intent, input) {
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switch (intent) {
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case 'shell':
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return { command: input };
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case 'file':
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return this.extractFileParameters(input);
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case 'code':
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return { command: input };
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case 'web':
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return { query: input.replace(/^(search|google|bing)\s+/i, '') };
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default:
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return { command: input };
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}
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}
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/**
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* Extract file operation parameters
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*/
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extractFileParameters(input) {
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const lower = input.toLowerCase();
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// Detect operation
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let operation = 'read';
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if (lower.startsWith('write') || lower.startsWith('create') || lower.startsWith('save')) {
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operation = 'write';
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} else if (lower.startsWith('delete') || lower.startsWith('remove')) {
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operation = 'delete';
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} else if (lower.startsWith('copy') || lower.startsWith('cp')) {
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operation = 'copy';
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} else if (lower.startsWith('move') || lower.startsWith('mv')) {
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operation = 'move';
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} else if (lower.startsWith('list') || lower.startsWith('ls')) {
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operation = 'list';
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}
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// Extract path
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const pathMatch = input.match(/['"]?([\w\-./\\]+)['"]?/);
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const path = pathMatch ? pathMatch[1] : '';
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return { operation, path };
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}
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/**
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* Get suggestions based on context
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*/
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getSuggestions(input) {
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const suggestions = [];
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// Command history suggestions
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if (input.length > 0) {
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const matching = this.context.previousCommands
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.filter(cmd => cmd.command && cmd.command.startsWith(input))
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.slice(0, 5)
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.map(cmd => cmd.command);
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suggestions.push(...matching);
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}
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// Common commands
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if (!input) {
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suggestions.push(
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'ls -la',
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'pwd',
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'git status',
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'npm install',
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'npm test'
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);
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}
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return suggestions;
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}
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/**
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* Learn from executed commands
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*/
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learn(command, result) {
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this.context.previousCommands.push({
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command,
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result,
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timestamp: Date.now()
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});
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// Keep only last 100 commands
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if (this.context.previousCommands.length > 100) {
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this.context.previousCommands.shift();
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}
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return this;
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}
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}
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/**
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* Intent Result Structure
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*/
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class IntentResult {
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constructor(result) {
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this.intent = result.intent || 'unknown';
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this.confidence = result.confidence || 0;
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this.tool = result.tool || null;
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this.parameters = result.parameters || {};
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this.reasoning = result.reasoning || '';
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}
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isValid() {
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return this.confidence > 0.3 && this.tool;
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}
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toJSON() {
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return {
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intent: this.intent,
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confidence: this.confidence,
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tool: this.tool,
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parameters: this.parameters,
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reasoning: this.reasoning
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};
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}
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}
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module.exports = {
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IntentAnalyzer,
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IntentResult
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};
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