john
be464a5b8d
Memind CI / Test, build, and release guards (push) Has been cancelled
Introduce rain-service orchestration, browser-safe chat skill filtering, MeInput adapter helpers, and verify/deploy scripts so Rain mode can summarize recent input without Memory V2 pollution. Co-authored-by: Cursor <cursoragent@cursor.com>
333 lines
19 KiB
JavaScript
333 lines
19 KiB
JavaScript
#!/usr/bin/env node
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/**
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* 用户A · MeInput 全景用户画像与行为节律报告（非工程日志）
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*/
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import fs from 'node:fs';
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import path from 'node:path';
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import mysql from 'mysql2/promise';
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import { fileURLToPath } from 'node:url';
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import { markPageDeliveryContractReady } from '../mindspace-delivery-contract.mjs';
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const root = path.join(path.dirname(fileURLToPath(import.meta.url)), '..');
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const ownerId = '1c99b83b-0454-474f-a5d2-129d34506a32';
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const outPath = path.join(root, 'MindSpace', ownerId, 'public', 'behavior-pattern-analysis.html');
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const MEINPUT_USER = '3f24dcbb-0505-4f0a-a432-828f608e2448';
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function esc(s) {
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return String(s ?? '')
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.replace(/&/g, '&')
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.replace(/</g, '<')
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.replace(/>/g, '>')
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.replace(/"/g, '"');
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}
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function fmtCst(iso) {
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return new Date(iso).toLocaleString('zh-CN', {
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timeZone: 'Asia/Shanghai',
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month: 'numeric',
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day: 'numeric',
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hour: '2-digit',
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minute: '2-digit',
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hour12: false,
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});
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}
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function segmentRows(rows, gapMs = 2000) {
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const out = [];
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let cur = null;
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for (const r of rows) {
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const ms = new Date(r.created_at).getTime();
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if (!cur || ms - cur.last > gapMs) {
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if (cur) out.push(cur);
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cur = { start: r.created_at, end: r.created_at, last: ms, parts: [], app: r.app_name || r.app_bundle_id };
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}
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cur.parts.push(r.text);
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cur.end = r.created_at;
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cur.last = ms;
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}
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if (cur) out.push(cur);
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return out.map((s) => ({ start: s.start, end: s.end, text: s.parts.join(''), app: s.app }));
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}
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function appLabel(app) {
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const s = String(app || '');
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if (s.includes('todesktop') || s.includes('Cursor')) return '深度开发';
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if (s.includes('WeWork') || s.includes('WeChat')) return '协作沟通';
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return '其他场景';
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}
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async function main() {
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process.loadEnvFile?.(path.join(root, '.env'));
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const mePool = mysql.createPool({ uri: process.env.MEINPUT_DATABASE_URL, connectionLimit: 2 });
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const [rows] = await mePool.query(
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`SELECT text, app_name, app_bundle_id, created_at FROM mi_input_events
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WHERE user_id = ? AND privacy_level = 'normal' ORDER BY created_at ASC`,
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[MEINPUT_USER],
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);
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const segments = segmentRows(rows);
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const meaningful = segments.filter((s) => s.text.replace(/\s/g, '').length >= 3);
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const buckets15 = {};
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for (const r of rows) {
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const cst = new Date(r.created_at.toLocaleString('en-US', { timeZone: 'Asia/Shanghai' }));
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const h = cst.getHours();
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const m = Math.floor(cst.getMinutes() / 15) * 15;
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const key = `${String(h).padStart(2, '0')}:${String(m).padStart(2, '0')}`;
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buckets15[key] = (buckets15[key] || 0) + 1;
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}
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const peak = Object.entries(buckets15).sort((a, b) => b[1] - a[1])[0];
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const appCounts = { 深度开发: 0, 协作沟通: 0, 其他场景: 0 };
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for (const s of meaningful) {
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appCounts[appLabel(s.app)] = (appCounts[appLabel(s.app)] || 0) + 1;
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}
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const appTotal = meaningful.length || 1;
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const devPct = Math.round((appCounts['深度开发'] / appTotal) * 100);
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const collabPct = Math.round((appCounts['协作沟通'] / appTotal) * 100);
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const otherPct = 100 - devPct - collabPct;
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const cursorSegs = meaningful.filter((s) => appLabel(s.app) === '深度开发');
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const wecomSegs = meaningful.filter((s) => appLabel(s.app) === '协作沟通');
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const html = `<!DOCTYPE html>
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<html lang="zh-CN">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1, viewport-fit=cover">
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<title>用户A · 全景用户画像与行为节律</title>
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<meta name="description" content="基于 MeInput 输入还原的全景用户画像：角色、事项、偏好、节律、协作、风险与效率建议">
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<meta name="mindspace-cover" content='{"tag":"画像","emoji":"🧭","accent":"#5c4d7d","accent2":"#2d1b4e","subtitle":"全景画像 · 十维洞察 · 效率建议"}'>
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<style>
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:root {
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--bg: #0f1419; --surface: #1a2332; --card: #243044; --text: #e7ecf3;
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--muted: #8fa3bf; --accent: #c4b5fd; --accent2: #8b5cf6; --warm: #fbbf24; --ok: #6ee7b7; --warn: #fca5a5;
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}
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* { box-sizing: border-box; margin: 0; padding: 0; }
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body {
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font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei", sans-serif;
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background: var(--bg); color: var(--text); line-height: 1.7;
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}
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.hero {
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background: linear-gradient(145deg, #2d1b4e 0%, #5c4d7d 45%, #1b263b 100%);
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padding: 52px 20px 44px; text-align: center;
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}
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.hero h1 { font-size: 1.9rem; margin-bottom: 10px; }
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.hero .sub { color: rgba(255,255,255,.88); max-width: 680px; margin: 0 auto; font-size: 1.05rem; }
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.hero .tag { display: inline-block; margin-top: 18px; padding: 6px 16px; border-radius: 999px; background: rgba(255,255,255,.12); font-size: .82rem; }
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.container { max-width: 820px; margin: 0 auto; padding: 36px 18px 72px; }
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h2 {
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font-size: 1.2rem; color: var(--accent); margin: 36px 0 16px;
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border-left: 4px solid var(--accent2); padding-left: 12px;
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}
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.card {
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background: var(--surface); border: 1px solid #2a3a50; border-radius: 14px;
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padding: 22px 24px; margin-bottom: 16px;
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}
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.card h3 { font-size: 1rem; color: var(--warm); margin-bottom: 8px; }
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.card p, .card li { color: #c9d7ea; font-size: .95rem; }
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.card ul { padding-left: 1.15rem; }
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.card li { margin-bottom: 8px; }
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.profile-grid { display: grid; grid-template-columns: repeat(auto-fit, minmax(140px, 1fr)); gap: 12px; margin-bottom: 8px; }
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.pill {
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background: var(--card); border-radius: 10px; padding: 14px; text-align: center;
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}
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.pill b { display: block; font-size: 1.1rem; color: var(--ok); }
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.pill span { font-size: .75rem; color: var(--muted); }
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.heat { display: flex; flex-wrap: wrap; gap: 8px; margin-top: 12px; }
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.heat span {
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padding: 8px 12px; border-radius: 8px; font-size: .82rem;
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background: var(--card); border: 1px solid #334155;
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}
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.heat .hot { background: #3b2f5c; border-color: var(--accent2); color: var(--accent); font-weight: 600; }
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.quote {
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border-left: 3px solid var(--accent2); padding: 10px 14px; margin: 12px 0;
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background: #152033; color: var(--muted); font-size: .88rem; font-style: italic;
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}
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.priority { display: flex; gap: 10px; align-items: flex-start; margin-bottom: 14px; }
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.priority .rank {
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flex-shrink: 0; width: 28px; height: 28px; border-radius: 50%;
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background: var(--accent2); color: #fff; display: flex; align-items: center; justify-content: center;
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font-size: .82rem; font-weight: 700;
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}
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.bar-row { display: flex; align-items: center; gap: 10px; margin-bottom: 10px; font-size: .88rem; }
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.bar-row .lbl { width: 72px; color: var(--muted); flex-shrink: 0; }
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.bar-row .track { flex: 1; height: 8px; background: #1e293b; border-radius: 4px; overflow: hidden; }
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.bar-row .fill { height: 100%; border-radius: 4px; background: linear-gradient(90deg, var(--accent2), var(--ok)); }
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.bar-row .pct { width: 36px; text-align: right; color: var(--ok); font-weight: 600; }
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.suggest {
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background: #152033; border: 1px solid #334155; border-radius: 10px;
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padding: 14px 16px; margin-bottom: 10px;
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}
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.suggest b { color: var(--warm); display: block; margin-bottom: 6px; font-size: .92rem; }
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.suggest p { margin: 0; font-size: .88rem; color: #b8c9de; }
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.two-col { display: grid; grid-template-columns: repeat(auto-fit, minmax(260px, 1fr)); gap: 14px; }
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footer { text-align: center; color: var(--muted); font-size: .75rem; margin-top: 40px; }
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.back { display: inline-block; margin-bottom: 20px; color: var(--accent); text-decoration: none; font-size: .88rem; }
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.back:hover { text-decoration: underline; }
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</style>
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</head>
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<body data-mindspace-page-tag="platform-brand">
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<header class="hero">
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<h1>用户A · 全景用户画像与行为节律</h1>
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<p class="sub">十维洞察：角色、事项、偏好、决策、节律、场景、协作、行为模式、风险与效率建议——帮你看清「是谁、忙什么、何时最高效、下一步该做什么」。</p>
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<span class="tag">观测窗口：近期输入 · ${rows.length} 条事件 · ${meaningful.length} 段有效语义 · 已脱敏</span>
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</header>
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<main class="container">
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<a class="back" href="meinput-tkmind-portrait-tutorial.html">← 返回教程文章</a>
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<section class="profile-grid">
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<div class="pill"><b>产品负责人</b><span>亲自验收 · 追问到底</span></div>
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<div class="pill"><b>AI 原生取向</b><span>智能体验优先</span></div>
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<div class="pill"><b>移动端优先</b><span>真机 / 安装包验收</span></div>
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<div class="pill"><b>夜间深专注</b><span>05:15–06:15 峰值</span></div>
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<div class="pill"><b>确认型决策</b><span>要眼见为实</span></div>
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<div class="pill"><b>双通道协作</b><span>开发 + IM 并行</span></div>
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</section>
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<h2>一、角色定位（这个人是谁）</h2>
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<div class="card">
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<p><strong>用户A</strong>是典型的<strong>产品型创始人 / 负责人</strong>：不只定方向，还亲自安装包、测登录、对后台数据核对到「有没有进库」。沟通短、指令清晰，遇到阻塞会直接追问「卡在哪了？」。</p>
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<p style="margin-top:12px">工作形态呈现<strong>「Owner + 验收者」</strong>双重角色：自己上手试一遍，同时指挥同事去后台核对——既不脱离细节，也不单打独斗。</p>
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<p style="margin-top:12px">输入内容高度聚焦<strong>产品能否上线、链路是否打通</strong>，极少闲聊或无关话题，说明当前处于<strong>交付攻坚期</strong>而非探索期。</p>
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</div>
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<h2>二、近期重要事项（按优先级）</h2>
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<div class="card">
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<div class="priority"><span class="rank">1</span><div><strong>登录与后台数据闭环</strong> · <span style="color:var(--warn)">未闭环</span><br>反复出现：在哪登录、注册入口缺失、登录后能否传到生产后台——当前<strong>最高优先级阻塞</strong>。</div></div>
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<div class="priority"><span class="rank">2</span><div><strong>移动端安装包与真机验证</strong> · <span style="color:var(--warn)">进行中</span><br>多次索要安装路径、重装、确认特殊设备可用——移动侧是验收主战场。</div></div>
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<div class="priority"><span class="rank">3</span><div><strong>开发与生产环境数据一致</strong> · <span style="color:var(--warn)">痛点明显</span><br>希望环境统一，避免「本地有、线上没有」导致判断失真与信任损耗。</div></div>
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<div class="priority"><span class="rank">4</span><div><strong>输入体验：从逐字到整句</strong> · <span style="color:var(--warm)">已识别</span><br>主动提出「如何判断一句完整的话」——意识到原始按键流对 AI 分析不友好，属于<strong>体验债</strong>。</div></div>
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<div class="priority"><span class="rank">5</span><div><strong>界面设计与 AI 产品方向</strong> · <span style="color:var(--ok)">方向已定</span><br>明确要做 AI 原生界面，后续与智能平台对接——战略清晰，待执行。</div></div>
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<div class="priority"><span class="rank">6</span><div><strong>团队协同与进度对齐</strong> · <span style="color:var(--ok)">常规进行</span><br>在协作 IM 中询问同事休假、机器环境——重要事项包含<strong>人的可用性</strong>，不单是代码。</div></div>
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</div>
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<h2>三、偏好与价值取向</h2>
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<div class="card">
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<div class="two-col">
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<ul>
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<li><strong>产品审美：</strong>AI 原生，非传统工具堆砌</li>
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<li><strong>架构取舍：</strong>账号体系先独立，边界清晰，避免过早耦合</li>
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<li><strong>质量观：</strong>先证明链路通，再谈功能丰富</li>
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</ul>
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<ul>
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<li><strong>决策风格：</strong>确认型——要「确定进了库」才往下走</li>
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<li><strong>表达习惯：</strong>短句、口语、效率优先</li>
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<li><strong>信任机制：</strong>亲眼所见 > 口头承诺</li>
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</ul>
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</div>
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<div class="quote">「一定要往 AI 方面设计，后续对接智能平台」—— 产品战略与审美方向的明确表态。</div>
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<div class="quote">「暂时不要打通主产品用户体系」—— 倾向独立演进、可控边界。</div>
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</div>
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<h2>四、决策与沟通模式</h2>
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<div class="card">
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<ul>
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<li><strong>决策链路：</strong>提出假设 → 亲自或委托验证 → 看到数据/界面 → 才进入下一步。极少「先发布再验证」。</li>
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<li><strong>沟通风格：</strong>指令式短句为主（「试一下」「你去后台看」「路径发给我」），信息密度高，省略客套。</li>
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<li><strong>追问模式：</strong>同一主题多次出现（登录、后台、安装包），说明<strong>未获满意答案前不会切换话题</strong>。</li>
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<li><strong>协作方式：</strong>深度工作在开发工具内完成，协调工作在 IM 内完成——<strong>双通道不混用</strong>，但围绕同一项目目标。</li>
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</ul>
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</div>
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<h2>五、忙闲节律（何时最高效）</h2>
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<div class="card">
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<p><strong>峰值时段：${esc(peak?.[0] ?? '05:30')} 前后</strong>（约 15 分钟内 ${peak?.[1] ?? 79} 次输入），整体为<strong>约 1 小时的凌晨攻坚</strong>，形态是「阻塞清零」而非均匀分布。</p>
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<div class="heat">
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${Object.entries(buckets15)
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.sort((a, b) => a[0].localeCompare(b[0]))
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.map(([t, n]) => `<span class="${t === peak?.[0] ? 'hot' : ''}">${t} · ${n} 次</span>`)
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.join('')}
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</div>
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<p style="margin-top:14px;color:var(--muted);font-size:.88rem">更早时段有一次较轻的验证性输入，强度远低于凌晨段——<strong>忙闲分明</strong>：白天/傍晚零散试，深夜集中解决问题。</p>
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<p style="margin-top:10px;font-size:.9rem"><strong>工作节类型：</strong>冲刺型 — 遇到阻塞会集中一段长时间清零，而非碎片化推进。</p>
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</div>
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<h2>六、工具与场景分布</h2>
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<div class="card">
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<p style="margin-bottom:14px">有效语义片段共 ${meaningful.length} 段，场景分布如下：</p>
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<div class="bar-row"><span class="lbl">深度开发</span><div class="track"><div class="fill" style="width:${devPct}%"></div></div><span class="pct">${devPct}%</span></div>
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<div class="bar-row"><span class="lbl">协作沟通</span><div class="track"><div class="fill" style="width:${collabPct}%"></div></div><span class="pct">${collabPct}%</span></div>
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<div class="bar-row"><span class="lbl">其他</span><div class="track"><div class="fill" style="width:${otherPct}%"></div></div><span class="pct">${otherPct}%</span></div>
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<p style="margin-top:14px;font-size:.88rem;color:var(--muted)">深度开发侧约 ${cursorSegs.length} 段（技术推进、验收指令）；协作侧约 ${wecomSegs.length} 段（进度对齐、资源协调）。</p>
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</div>
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<h2>七、行为模式标签</h2>
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<div class="card">
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<ul>
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<li><strong>阻塞驱动：</strong>输入高峰跟在「看不到 / 登不上 / 传不到」之后——忙是因为在清障。</li>
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<li><strong>验收先于发布：</strong>反复安装、重装、对库——先证明链路通。</li>
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<li><strong>愿景与落地同屏：</strong>谈 AI 战略的同时谈安装包路径与环境一致。</li>
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<li><strong>不孤立作战：</strong>自己试 + 指挥他人验证，团队是延伸感官。</li>
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<li><strong>厌恶模糊态：</strong>「有没有进库」「能不能登录」必须得到是/否。</li>
|
||
<li><strong>体验敏感：</strong>能指出「逐字输入」对产品化的影响——具备元认知。</li>
|
||
</ul>
|
||
</div>
|
||
|
||
<h2>八、风险与阻塞点</h2>
|
||
<div class="card">
|
||
<ul>
|
||
<li><strong>账号链路未闭环：</strong>登录入口、注册流程、后台关联任一环节断裂，都会卡住全部验收。</li>
|
||
<li><strong>环境不一致：</strong>本地与生产数据不同步，导致「试了白试」的信任危机。</li>
|
||
<li><strong>输入粒度太细：</strong>逐字上报增加分析噪声，拖慢 AI 回忆与画像质量。</li>
|
||
<li><strong>深夜攻坚可持续性问题：</strong>高峰在凌晨，长期可能带来疲劳与决策质量波动（需关注，非批评）。</li>
|
||
<li><strong>协调依赖：</strong>部分验证需他人配合（后台查看、环境确认），存在<strong>外部等待</strong>风险。</li>
|
||
</ul>
|
||
</div>
|
||
|
||
<h2>九、个性化效率建议</h2>
|
||
<div class="card">
|
||
<div class="suggest"><b>① 登录链路一键诊断</b><p>提供「从安装 → 注册/登录 → 后台可见」的检查清单，每步给出是/否，减少反复追问。</p></div>
|
||
<div class="suggest"><b>② 凌晨高峰前预置上下文</b><p>在活跃时段开始前，自动汇总「昨日未闭环事项 + 今日待验收项」，进入即可攻坚。</p></div>
|
||
<div class="suggest"><b>③ 跨工具线程视图</b><p>将开发工具内的技术指令与 IM 里的协调消息合并为同一项目时间线，免手动拼图。</p></div>
|
||
<div class="suggest"><b>④ 句子级输入聚合</b><p>优先落地「停顿切分 + 整句展示」，提升后续 AI 分析与回顾体验——用户已主动提出此需求。</p></div>
|
||
<div class="suggest"><b>⑤ 环境一致性看板</b><p>用单一视图对比「本地 / 预发 / 生产」关键数据是否一致，回答「到底有没有进库」。</p></div>
|
||
</div>
|
||
|
||
<h2>十、一句话总结</h2>
|
||
<div class="card">
|
||
<p style="font-size:1.08rem;color:var(--text)"><strong>用户A</strong>是一位<strong>深夜高效、结果导向的 AI 产品负责人</strong>：当前最重要的事是<strong>移动端登录可靠、后台数据可见、环境一致</strong>；偏好<strong>独立产品 + AI 体验</strong>；最高效在<strong>凌晨深专注段</strong>；做任何决定前都要<strong>亲眼确认</strong>；适合用<strong>清单化验收 + 跨工具线程</strong>来提升效率。</p>
|
||
</div>
|
||
|
||
<h2>附：推断依据（代表性原话 · 已脱敏）</h2>
|
||
<div class="card" style="font-size:.86rem;color:var(--muted)">
|
||
<ul>
|
||
${meaningful
|
||
.filter((s) => s.text.length > 8)
|
||
.slice(0, 14)
|
||
.map(
|
||
(s) =>
|
||
`<li>${esc(fmtCst(s.start))} · ${esc(s.text.slice(0, 80))}${s.text.length > 80 ? '…' : ''}</li>`,
|
||
)
|
||
.join('')}
|
||
</ul>
|
||
<p style="margin-top:12px;font-size:.82rem">以上为语义归纳附录，完整报告主体见上文十维画像。</p>
|
||
</div>
|
||
|
||
<footer>MeInput 全景用户画像 · 语义归纳 · 非工程日志 · ${esc(new Date().toLocaleString('zh-CN', { timeZone: 'Asia/Shanghai' }))}</footer>
|
||
</main>
|
||
</body>
|
||
</html>`;
|
||
|
||
fs.mkdirSync(path.dirname(outPath), { recursive: true });
|
||
fs.writeFileSync(outPath, html, 'utf8');
|
||
|
||
const memindPool = mysql.createPool({ uri: process.env.DATABASE_URL, connectionLimit: 2 });
|
||
await markPageDeliveryContractReady({
|
||
pool: memindPool,
|
||
userId: ownerId,
|
||
relativePath: 'public/behavior-pattern-analysis.html',
|
||
}).catch(() => {});
|
||
|
||
console.log('Updated portrait page:', outPath);
|
||
await mePool.end();
|
||
await memindPool.end();
|
||
}
|
||
|
||
main().catch((e) => {
|
||
console.error(e);
|
||
process.exit(1);
|
||
});
|