Documents

Meeting Quality Scorer

Try it

Objectively score meeting quality from a transcript. Three dimensions: decision clarity, time efficiency, participation balance. Outputs a Markdown report an...

What it does

Score meeting quality from a transcript.

The skill document

meeting-quality-scorer

Score meeting quality from a transcript.

Quick Start

pip install -r requirements.txt

# Score a meeting transcript
python scripts/score_meeting.py --input meeting.txt

# Or with custom output paths
python scripts/score_meeting.py --input meeting.txt --out-md my-report.md --out-html my-report.html

Configuration

Set LLM backend via environment variables:

export MQS_BASE_URL=http://localhost:11434/v1  # Ollama
export MQS_API_KEY=ollama
export MQS_MODEL=qwen2.5:72b

Or create ~/.config/meeting-quality-scorer/config.yaml:

base_url: https://api.openai.com/v1
api_key: sk-...
model: gpt-4o-mini

Three Dimensions

DimensionWeightHow scored
决议明确度40%LLM detects topics + decisions + owners
时间效率30%LLM identifies off-topic / filler segments
参与均衡度30%Gini coefficient on speaker word counts

If no speaker labels → participation skipped, weights redistribute to 60/40.

Privacy

Transcript is sent only to your configured LLM endpoint. No telemetry.

Related skills

Join a video meeting as an AI bot with voice, avatar, and screenshare across four operating modes.

by johnpatternai22 installs8 stars

Generate and edit Draw.io, Mermaid, and Excalidraw diagrams from natural language using a structured JSON spec.

by nssa.io1.0k installs47 stars

Stores durable facts in a categorized, plain-markdown vault on disk, alongside your agent's built-in memory.

by Iván559 installs18 stars

Find why your productivity system keeps failing, then apply the smallest fix — capacity math, bottleneck routing, durable local notes.

by Iván855 installs69 stars

Fetch raw ad creative, app, ranking, and revenue data from AdMapix as structured JSON.

by fly0pants4.3k installs296 stars

More from ucsdzehualiu

Browse all skills

云产品技术文档对比工具,自动抓取阿里云、华为云、AWS、腾讯云官方文档,生成结构化对比资料,辅助技术选型和学习

by ucsdzehualiu24 installs1 stars

基于 Bing 国内版 / DuckDuckGo 的联网搜索工具,中文环境优化,可按需抓取目标网页正文,返回结构化结果。仅在用户明确请求联网搜索时调用。

by ucsdzehualiu124 installs1 stars

Web search & content fetching via Playwright + HTTP — zero API keys. Searches Bing CN (domestic) or DDG (international), auto-fetches top page contents. For...

by ucsdzehualiu20 installs

Iterative prompt optimizer for complex tasks. Strictly implements ACON's two-stage iterative optimization + APE automatic prompt engineering. Only triggers w...

by ucsdzehualiu18 installs

股票、ETF、指数、大宗商品市场分析工具,整合实时行情、技术指标、市场情绪和财经新闻。适用于美股综合分析、止盈止损建议、估值判断场景。Stock/ETF/index/commodity market analysis, sentiment, technical indicators.

by ucsdzehualiu19 installs

实用提示词优化工具 - 检测原提示词缺失要素(角色/步骤/格式/约束),智能补全后输出清晰易懂的优化版,帮助用户的意图更容易被 AI 理解执行。Use when user says 优化提示词 / 改进prompt / 优化一下 / optimize prompt.

by ucsdzehualiu19 installs