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InfiniSynapse × CSDN · Vibe Coding

Final results

62 winners

The first InfiniSynapse × CSDN Vibe Coding pan-data analysis contest results are now public.

62 awards in total: 2 first prizes, 4 second prizes, 6 third prizes, and 50 excellence awards. First, second, and third prizes do not share categories; excellence awards are unranked. Every listed app has been verified: it uses the InfiniSynapse API, and the live link opens.

Judging: Scenario value 40% · Technical completeness 35% · Originality 25%

First Vibe Coding pan-data analysis contest · Final winners

First prize

First prize · 2 winners

¥4,096 cash + annual Pro (¥1,800)

1Content growth

SEO Health Checker

An instant AI SEO health checker in both a web app and a browser extension. Paste any page URL to inspect titles, descriptions, canonicals, heading structure, and image alt text in seconds, then score AI-search visibility.

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2Retail restocking

AI智能售卖机商品推荐

Built for unattended retail operators. It recommends restocks and analyzes sell-through so teams can decide what to replenish and how much.

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Second prize

Second prize · 4 winners

¥2,048 cash + quarterly Pro (¥450)

1Legal rights

仲裁小助手

Enter hire date, monthly pay, and city to generate a compensation worksheet, arbitration petition, evidence list, and legal citations, then check whether the award covers the job-search gap.

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2Trusted data

鼹鼠

A number-checking and trusted-generation engine. It recalculates every figure in weekly reports, decks, and working papers against a database or Excel source, then returns sourced three-tier conclusions and a verified report.

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3High-stakes decisions

司南 SINAN · 多智能体证据研判引擎

For high-stakes choices such as buying a home, joining a company, or investing. Multi-agent web evidence gathering insists on no claim without evidence: every conclusion is bound to sources, confidence, and hidden links.

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4Public safety

SafeX

A public-interest app for harassment, stalking, and domestic-violence threats. It uses data insight to help qualify cases and collect evidence, with legal citations, SOS protection, and help pathways.

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Third prize

Third prize · 6 winners

¥1,024 cash + monthly Pro (¥150)

1Everyday decisions

LifeFlow Agent——本地生活数据决策分析管家

Combines restaurant wait times, weather, traffic, tickets, and personal preferences into comparable plans, dashboards, and reports. Supports a personal steward, multi-steward negotiation, and future-time rehearsal.

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2Careers

Offer 雷达|入职前公司尽调助手

For students and job-switchers. Before applying, interviewing, or signing an offer, it checks company identity, public sentiment, and labor risk, then returns a traceable diligence memo and action list.

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3Healthcare

医数智析

A dual-end architecture with a patient health record and a doctor workbench. Patients can store and understand scattered medical files; doctors can review trends and medication safety over time.

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4NGO compliance

DataForNGO Lab — Insight Engine

A compliance analytics tool for NGO program officers. Rigorous computation stays local; after privacy and purpose gates, AI explains why a gap exists and what to do next.

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5Manufacturing

FORGE·X 智造洞察

Built for 3D-printing factories. Floor managers and process or quality engineers can ask in natural language about failure rates, material failure, and cost attribution, then inspect conclusions on the machine object.

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6Public policy

提前退休研究所

Uses public data from statistics bureaus, the Ministry of Human Resources, and NPC decisions to answer when this generation can retire, and to price a city’s FIRE starting point with traceable conclusions.

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Excellence award

Excellence award · 50 winners

Monthly Pro (¥150)

Excellence awards are unranked and listed in report order for easier lookup.

1Ecommerce ops

退货雷达

Helps small ecommerce teams find the SKUs, channels, and reasons that actually drag down profit, then proposes a 7-day stop-loss plan.

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2Everyday decisions

装明白|装修报价与合同风险联审 AI

Upload competing quotes, contracts, and verbal promises. It aligns scope, flags missing items, abnormal unit prices, and contract risk, then produces three cost scenarios and a negotiation list.

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3Trusted data

数鉴交易市场

A data inspection room rather than a storefront: buyers may only ask seller-approved questions, computation stays on the seller side, and a verifiable quality certificate is issued without data leaving the domain.

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4Cross-border ecommerce

跨境智选 SuperSignal

Enter a product idea and target market. It retrieves overseas demand and domestic supply, then organizes evidence, unknowns, and next verification steps before deciding whether to continue.

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5Research

Evidence Desk 专家发现台

For research management, technical diligence, and talent search. It aggregates candidate experts around a research question, shows traceable paper evidence, and offers multi-source verification.

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6Research tools

mynx

Run qPCR analysis, TIFF batch processing, and AI biology interpretation in the browser. Specialist computation stays local; interpretation is left to the agent.

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7Careers

城市值得去工作吗(city_worth)

Evaluates an offer against city housing prices, hukou, commute, and working hours so new graduates and cross-city switchers can see the real trade-off.

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8Careers

面试模拟器

Builds a realistic AI interviewer from a real resume and target JD, with pressure, STAR, technical-deep-dive, and HR behavioral personas, then scores and recaps the session.

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9Everyday decisions

住哪儿|租房通勤决策器

Looks beyond monthly rent. Commute time, true monthly cost, amenities, and living risk are compressed into a reviewable decision table.

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10Everyday decisions

AI 装修报价审计员

Upload a renovation quote, check local market prices online, flag common quoting traps, and generate a negotiation list plus missing-item checklist.

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11Education

语感工坊 YuGan

Turns paragraphs, lines, and words into a personal language-sense library, so AI analyzes learning data instead of only generating copy.

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12Education

琢玉轩

An AI lesson-prep workbench for K-12 teachers, covering lesson-plan generation, item writing, question chains, and micro-lesson video production.

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13Personal finance

Real Raise:涨薪真实购买力计算器

Breaks a pre-tax raise into take-home pay and city purchasing power, so a nominal raise can be seen as what it actually buys.

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14Education

先鉴

A long-video learning assistant. It first judges content value and fit with a personal skill tree, then produces a timestamped viewing path.

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15Startup policy

OPC Gate|一人公司政策与落地路线诊断

Turns scattered policy, park, and compute resources into explainable, traceable landing advice, with risk boundaries and a seven-day plan.

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16Personal finance

拾余

More than a ledger. It flags waste, optimization methods, and where saved money goes, covering desire cooling, subscription control, and idle-asset recovery.

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17Legal rights

合同明镜 · AI 合同风险助手

For everyday users. Upload or paste rental, labor, or consumer contracts to flag risk, suggest clause changes, and generate talking points.

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18Ecommerce ops

掌柜参谋

Load orders, inventory, and other ops data to auto-generate a daily brief and anomaly sentinels. Each insight comes with an evidence chain and actions for today.

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19Local entrepreneurship

北京摆摊点位分析

Matches Beijing POIs by district, budget, category, and time, then outputs a strategy card, 7-day plan, and PDF.

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20Consumer decisions

小红书种草甄别

Paste a Xiaohongshu note to score suspected marketing density from language and evidence, then output soft-ad risk to help judge a recommendation.

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21Ecommerce ops

客满满

Short-video growth analytics for micro brick-and-mortar shops. It first computes conversion, acquisition cost, and ROI, then produces a diagnosis, scripts, topics, and a 30-day plan.

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22Developer tools

Token体检

Shows frequent AI users how much context a conversation wastes, finds repeated descriptions, vague requirements, and missing acceptance criteria, then offers an optimized contrast.

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23Ecommerce ops

逆向罗盘(Return Compass)

Imports multi-platform ecommerce return data and unifies analysis of return rate, refund loss, reverse logistics, and inventory write-down.

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24Contest tools

赛场扫描仪

Loads public portfolios into one arena, first showing track crowding and opportunity index, then helping refine a differentiated angle on the topic desk.

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25Careers

凤栖梧

An AI job-search companion for university students. It first meets the emotion, then covers interview recaps, mock interviews, resume diagnosis, and a growth map.

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26Project management

Retro/Radar · 项目复盘雷达

Turns progress, budget, milestones, and blockers into health scores, delay forecasts, causal chains, and a prioritized action list.

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27Ecommerce ops

电商经营分析助手

Ask operating questions without writing SQL. After uploading real orders, it writes queries from exploration results, keeps the process visible, and supports follow-up.

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28People & HR

帅治星球-职场情绪分析平台

For HR and managers. Employee psychological assessments become company, department, and individual reports to locate high-stress groups and suggest care actions.

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29Ecommerce ops

智能掌柜

For micro businesses such as nail, beauty, and dining. Batch-upload POS flows, group-buy reports, and campaign materials, then analyze across sources in natural language.

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30Education

学情罗盘 EduCompass

Collects grades, attendance, homework, and interventions into profiles, trends, risk alerts, weekly reports, and personalized intervention advice.

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31Business ops

资析智策

For enterprise asset managers. Ledgers, contract terms, usage status, and value become health scores, risk findings, and a disposition list.

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32Careers

职牌

Upload a resume to reverse-diagnose career identity from market data, then output an action report and a shareable de-identified career card.

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33Developer ecosystem

RepoPulse|开源项目运营体检

Paste a public GitHub repo to collect 90-day commits, issues, PRs, and contributors, then return a five-dimension health score and staged action advice.

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34Ecommerce ops

智管进销存

AI inventory for small brick-and-mortar shops, covering dashboards, natural-language queries, documents, stocktaking, slow-moving alerts, and reports.

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35Personal finance

智析账本 BillLens

Upload bills or statements for spending structure, anomaly alerts, budgets, and a financial-health report, with follow-up questions and export.

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36Supply chain

家居供应链协同平台

Aggregates quality exceptions, delivery delays, inventory coverage, and supplier performance, with tracking, assignment, re-inspection, and PDF reports.

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37Personal finance

财格-AI犀利点评你的理财性格

A lightweight money-personality test. Plain-spoken comments wake up numb spending habits and generate a shareable report card.

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38Public data

统计分析系统

A national-scope macro statistics app covering GDP, industry, consumption, trade, investment, and population, with dashboards and interpretation.

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39Investing

泡泡看市|小白的股市翻译官

Translates the day’s market, sectors, and hot spots into easier stories, with a heatmap and Q&A. Content is for reference only.

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40Travel

智行路线 RouteWise

Enter destination, dates, budget, and pace to generate three executable itineraries: efficiency-first, experience-first, and budget-first.

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41Content growth

SEO数据分析

Connects Search Console-style traffic data to a browsable analytics page for search and content growth.

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42Product research

ProjectValueLab

Enter a project name, site, docs, or repo to map market, users, technology, and business model into a structured value report.

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43Content growth

选题雷达 Topic Radar

Researches recent trends by platform and content domain, scores topics by heat, competition, and opportunity, then suggests angles and titles.

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44Education

学习计划助手

Name a subject, upload a textbook or paste a tutorial, and get a staged learning path with Markdown / PDF export.

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45Education

CET-4 Vocab Lab 四级单词学习舱

For CET-4 prep. Browse the word bank, self-test, identify weak words, and generate today’s recommended words and a review path.

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46Product research

竞品对标分析器

For teams in smart hardware, consumer electronics, and FMCG. Uses AI to benchmark physical-product competitors.

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47General analytics

产品经理数据汇报工作台

Brings dashboards, weekly-report visuals, presentation decks, and industry reports into one workbench for stepwise data-analysis delivery.

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48General analytics

簿言

Upload Excel for structure recognition, anomaly analysis, and visualization, plus notes and lightweight bookkeeping.

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49Sports & entertainment

明日足球

Pick a match to view score, lineup, key events, and tactical replay, then generate an AI tactical recap in one click.

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50Entertainment

人生模拟器

An entertainment-oriented life simulator where agents batch-generate personalized events.

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Awards and benefits

Cash pool ¥22,528 plus InfiniSynapse Pro membership. All four tiers receive an InfiniSynapse × CSDN certificate.

  • First prize · 2 winners

    ¥4,096 cash + annual Pro (¥1,800)

  • Second prize · 4 winners

    ¥2,048 cash + quarterly Pro (¥450)

  • Third prize · 6 winners

    ¥1,024 cash + monthly Pro (¥150)

  • Excellence award · 50 winners

    Monthly Pro (¥150)

Cash, membership, and certificates will be issued through official channels. Certificates carry unique, verifiable serial numbers.