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| 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 | /** * Workflow Recommendations Component * * Displays proactive workflow recommendations from the Adaptive Intelligence Mesh. * Shows detected patterns and suggested workflows based on user behavior. */ import React, { useState, useEffect } from 'react'; import { motion, AnimatePresence } from 'framer-motion'; import { useMeshStore } from '../store/meshStore'; import type { WorkflowRecommendation, BehaviorPattern, PatternTypeVariant } from '../lib/intelligence-client'; // === Main Component === export const WorkflowRecommendations: React.FC = () => { const { recommendations, patterns, isLoading, error, analyze, acceptRecommendation, dismissRecommendation, } = useMeshStore(); const [selectedPattern, setSelectedPattern] = useState<string | null>(null); useEffect(() => { // Initial analysis analyze(); }, [analyze]); if (isLoading) { return ( <div className="flex items-center justify-center p-8"> <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-500" /> <span className="ml-3 text-gray-400">Analyzing patterns...</span> </div> ); } if (error) { return ( <div className="p-4 bg-red-500/10 border border-red-500/20 rounded-lg"> <p className="text-red-400 text-sm">{error}</p> </div> ); } return ( <div className="space-y-6"> {/* Recommendations Section */} <section> <h3 className="text-lg font-semibold text-white mb-4 flex items-center gap-2"> <span className="text-2xl">💡</span> Recommended Workflows {recommendations.length > 0 && ( <span className="ml-2 px-2 py-0.5 bg-blue-500/20 text-blue-400 text-xs rounded-full"> {recommendations.length} </span> )} </h3> <AnimatePresence mode="popLayout"> {recommendations.length === 0 ? ( <motion.div initial={{ opacity: 0 }} animate={{ opacity: 1 }} className="p-6 bg-gray-800/30 rounded-lg border border-gray-700/50 text-center" > <p className="text-gray-400">No recommendations available yet.</p> <p className="text-gray-500 text-sm mt-2"> Continue using the app to build up behavior patterns. </p> </motion.div> ) : ( <div className="space-y-3"> {recommendations.map((rec) => ( <RecommendationCard key={rec.id} recommendation={rec} onAccept={() => acceptRecommendation(rec.id)} onDismiss={() => dismissRecommendation(rec.id)} /> ))} </div> )} </AnimatePresence> </section> {/* Detected Patterns Section */} <section> <h3 className="text-lg font-semibold text-white mb-4 flex items-center gap-2"> <span className="text-2xl">📊</span> Detected Patterns {patterns.length > 0 && ( <span className="ml-2 px-2 py-0.5 bg-purple-500/20 text-purple-400 text-xs rounded-full"> {patterns.length} </span> )} </h3> {patterns.length === 0 ? ( <div className="p-6 bg-gray-800/30 rounded-lg border border-gray-700/50 text-center"> <p className="text-gray-400">No patterns detected yet.</p> </div> ) : ( <div className="grid gap-3"> {patterns.map((pattern) => ( <PatternCard key={pattern.id} pattern={pattern} isSelected={selectedPattern === pattern.id} onClick={() => setSelectedPattern( selectedPattern === pattern.id ? null : pattern.id ) } /> ))} </div> )} </section> </div> ); }; // === Sub-Components === interface RecommendationCardProps { recommendation: WorkflowRecommendation; onAccept: () => void; onDismiss: () => void; } const RecommendationCard: React.FC<RecommendationCardProps> = ({ recommendation, onAccept, onDismiss, }) => { const confidencePercent = Math.round(recommendation.confidence * 100); const getConfidenceColor = (confidence: number) => { if (confidence >= 0.8) return 'text-green-400'; if (confidence >= 0.6) return 'text-yellow-400'; return 'text-orange-400'; }; return ( <motion.div layout initial={{ opacity: 0, y: -10 }} animate={{ opacity: 1, y: 0 }} exit={{ opacity: 0, scale: 0.95 }} className="p-4 bg-gray-800/50 rounded-lg border border-gray-700/50 hover:border-blue-500/30 transition-colors" > <div className="flex items-start justify-between gap-4"> <div className="flex-1 min-w-0"> <div className="flex items-center gap-2 mb-2"> <h4 className="text-white font-medium truncate"> {recommendation.pipeline_id} </h4> <span className={`text-xs font-mono ${getConfidenceColor( recommendation.confidence )}`} > {confidencePercent}% </span> </div> <p className="text-gray-400 text-sm mb-3">{recommendation.reason}</p> {/* Suggested Inputs */} {Object.keys(recommendation.suggested_inputs).length > 0 && ( <div className="mb-3"> <p className="text-xs text-gray-500 mb-1">Suggested inputs:</p> <div className="flex flex-wrap gap-1"> {Object.entries(recommendation.suggested_inputs).map( ([key, value]) => ( <span key={key} className="px-2 py-0.5 bg-gray-700/50 text-gray-300 text-xs rounded" > {key}: {String(value).slice(0, 20)} </span> ) )} </div> </div> )} {/* Matched Patterns */} {recommendation.patterns_matched.length > 0 && ( <div className="text-xs text-gray-500"> Based on {recommendation.patterns_matched.length} pattern(s) </div> )} </div> {/* Actions */} <div className="flex gap-2 shrink-0"> <button onClick={onAccept} className="px-3 py-1.5 bg-blue-500 hover:bg-blue-600 text-white text-sm rounded transition-colors" > Accept </button> <button onClick={onDismiss} className="px-3 py-1.5 bg-gray-700 hover:bg-gray-600 text-gray-300 text-sm rounded transition-colors" > Dismiss </button> </div> </div> {/* Confidence Bar */} <div className="mt-3 h-1 bg-gray-700 rounded-full overflow-hidden"> <motion.div initial={{ width: 0 }} animate={{ width: `${confidencePercent}%` }} className={`h-full ${ recommendation.confidence >= 0.8 ? 'bg-green-500' : recommendation.confidence >= 0.6 ? 'bg-yellow-500' : 'bg-orange-500' }`} /> </div> </motion.div> ); }; interface PatternCardProps { pattern: BehaviorPattern; isSelected: boolean; onClick: () => void; } const PatternCard: React.FC<PatternCardProps> = ({ pattern, isSelected, onClick, }) => { const getPatternTypeLabel = (type: PatternTypeVariant | string) => { // Handle object format const typeStr = typeof type === 'string' ? type : type.type; switch (typeStr) { case 'SkillCombination': return { label: 'Skill Combo', icon: '⚡' }; case 'TemporalTrigger': return { label: 'Time Trigger', icon: '⏰' }; case 'TaskPipelineMapping': return { label: 'Task Mapping', icon: '🔄' }; case 'InputPattern': return { label: 'Input Pattern', icon: '📝' }; default: return { label: typeStr, icon: '📊' }; } }; const { label, icon } = getPatternTypeLabel(pattern.pattern_type as PatternTypeVariant); const confidencePercent = Math.round(pattern.confidence * 100); return ( <motion.div layout onClick={onClick} className={`p-3 rounded-lg border cursor-pointer transition-colors ${ isSelected ? 'bg-purple-500/10 border-purple-500/50' : 'bg-gray-800/30 border-gray-700/50 hover:border-gray-600' }`} > <div className="flex items-center justify-between"> <div className="flex items-center gap-2"> <span className="text-lg">{icon}</span> <span className="text-white font-medium">{label}</span> </div> <div className="flex items-center gap-2"> <span className="text-xs text-gray-400"> {pattern.frequency}x used </span> <span className={`text-xs font-mono ${ pattern.confidence >= 0.6 ? 'text-green-400' : 'text-yellow-400' }`} > {confidencePercent}% </span> </div> </div> <AnimatePresence> {isSelected && ( <motion.div initial={{ height: 0, opacity: 0 }} animate={{ height: 'auto', opacity: 1 }} exit={{ height: 0, opacity: 0 }} className="mt-3 pt-3 border-t border-gray-700/50 overflow-hidden" > <div className="space-y-2 text-sm"> <div> <span className="text-gray-500">ID:</span>{' '} <span className="text-gray-300 font-mono text-xs"> {pattern.id} </span> </div> <div> <span className="text-gray-500">First seen:</span>{' '} <span className="text-gray-300"> {new Date(pattern.first_occurrence).toLocaleDateString()} </span> </div> <div> <span className="text-gray-500">Last seen:</span>{' '} <span className="text-gray-300"> {new Date(pattern.last_occurrence).toLocaleDateString()} </span> </div> {pattern.context.intent && ( <div> <span className="text-gray-500">Intent:</span>{' '} <span className="text-gray-300">{pattern.context.intent}</span> </div> )} </div> </motion.div> )} </AnimatePresence> </motion.div> ); }; export default WorkflowRecommendations; |