● AI Hackathon · 基于 WorkBuddy + EdgeOne Makers AI Hackathon · Built on WorkBuddy + EdgeOne Makers

下一篇写什么,
让数据替你决定
What to write next,
let data decide

知微把你的历史内容表现沉淀成数据,用可解释的评分引擎告诉你:下一篇写什么、何时发、发哪个平台——不靠感觉,靠证据。 ZhiWei turns your content history into data, and an explainable scoring engine tells you what to write, when to post, and where — evidence, not guesswork.

开源 · MIT License · 中英双语 · 已上线可访问 Open source · MIT · Bilingual · Live now

%
整体命中率基线
Baseline hit-rate
%
傍晚时段命中率
Evening slot hit-rate
%
「避坑」关键词命中
"Pitfall" keyword hit
篇posts
已沉淀历史内容
Historical posts
为什么需要知微
Why ZhiWei

创作者最大的成本,是「凭感觉」

A creator's biggest cost is "gut feeling"

每天纠结选题、盲猜发布时间、一稿多平台手动改写——时间花了,命中率却没保证。

Agonizing over topics, guessing post times, manually rewriting for each platform — time spent, hit-rate unguaranteed.

🎯

选题靠拍脑袋

Topics by guesswork

不知道哪个题材真正受欢迎,只能凭经验和直觉,命中全靠运气。

No idea which topics actually resonate — relying on intuition, hits left to luck.

⏰

发布时间盲猜

Timing is blind

同一篇内容,傍晚发和深夜发命中率可能差 60 个百分点,但没人给你数据。

The same post can differ by 60 points between evening and late night — but nobody gives you the data.

🔀

多平台重复劳动

Repetitive multi-platform work

一稿要手动改成公众号、小红书、抖音三个版本,风格全靠自己琢磨。

One draft, manually rewritten for WeChat, RED, Douyin — style figured out by hand.

核心能力
Core capabilities

三大能力,一个数据闭环

Three capabilities, one data loop

📊
已跑通Live

选题命中评分

Topic hit-rate scoring

可解释评分引擎:为每个候选选题给出命中概率、最佳发布时段、关键词置信度,并说明理由。

Explainable scoring: hit probability, best time slot, keyword confidence — with reasons for each candidate.

🔀
已跑通Live

多平台改写适配

Multi-platform rewrite

一段内容,一键生成公众号 / 小红书 / 抖音(及海外 X / LinkedIn)风格版本,语气结构自动适配。

One draft, one click — WeChat / RED / Douyin (and X / LinkedIn) variants with auto-adapted tone.

🌐
架构已预留Architected

舆情偏好分析

Sentiment & preference

国内外舆情环境与选题偏好分析。算法框架已就位,数据源适配层已预留,接入即用。

Domestic & overseas sentiment and topic-preference analysis. Framework ready, data-source layer pre-built.

数据闭环
The data flywheel

越用越准的
选题飞轮

A topic flywheel
that sharpens over time

发布 → 回流表现 → 沉淀数据 → 评分更准 → 更好的选题。每一次发布都在喂养下一次决策。

Publish → collect performance → accumulate data → sharper scoring → better topics. Every post feeds the next decision.

层架构-layer
应用 / 数据 / 智能 / 自动化
App / Data / Intelligence / Automation
个自动化 jobs
每日简报 · 每周复盘
Daily brief · Weekly review
数据闭环 Data Loop ① ② ③ ④
诚实的能力边界
Honest boundaries

清楚知道边界,架构已预留

We know our boundaries — and architected for more

我们不假装全都真实。每个能力都标注真实状态——这本身就是我们的设计纪律。

We don't pretend everything is real. Every capability carries its true status — that discipline is by design.

已跑通Live
  • 选题评分引擎(可解释)
  • Explainable scoring engine
  • 多平台改写适配
  • Multi-platform rewrite
  • 国内数据闭环 + 自动化简报
  • Domestic data loop + auto briefs
架构已预留Architected
  • 海外社媒数据源适配层
  • Overseas social data adapters
  • 舆情抓取管线接口
  • Sentiment ingestion pipeline
  • Edge KV 生产存储(审批中)
  • Edge KV production store (in review)
RoadmapRoadmap
  • 企业品牌内容中台(多租户)
  • Brand content hub (multi-tenant)
  • 实时舆情真实抓取上线
  • Live real-time sentiment crawl
  • 更多平台 API 官方接入
  • More official platform APIs
两条业务线
Two business lines

从个人创作者到品牌内容中台

From solo creators to brand content hubs

个人创作者

Individual creators

自媒体、内容创业者——用数据替代直觉,把有限精力花在真正会命中的选题上。

Independent creators — replace intuition with data, spend limited energy on topics that truly land.

选题评分Scoring 发布时段Timing 一稿多平台Multi-platform

品牌市场部

Brand marketing teams

官网文章、品牌宣传、社媒矩阵——统一的数据驱动内容中台,覆盖官网到各社交平台。

Website articles, brand PR, social matrix — a unified data-driven content hub from site to every channel.

官网内容Website 社媒矩阵Social matrix GEO 可见性GEO visibility

下一篇内容,从「看数据」开始

Start your next post with data