Pans Meeting Summarizer

AI算力销售会议智能总结工具。从会议录音或文字记录自动生成结构化纪要、行动项和客户洞察，支持同步更新CRM系统。 触发词：会议纪要, 会议总结, 录音转文字, 待办提取, 客户洞察, meeting minutes, call notes, action items, CRM更新

Security Scan

The skill's code mostly matches its stated purpose (transcribe + summarize + CRM sync), but the package metadata omits the required OPENAI_API_KEY and the advertised CRM sync is unimplemented — and the tool will send meeting transcripts to OpenAI (sensitive data) so you should verify these mismatches and privacy implications before installing.

Purpose & Capability

The name/description (transcribe meetings, generate summaries, sync CRM) align with the included script: it uses Whisper for transcription and OpenAI for summary generation and offers a sync_to_crm() function. However, the SKILL.md/description claims 'CRM同步' but the code's sync_to_crm() is a placeholder that prints to stderr and returns False (not implemented). This is an implementation mismatch the user should be aware of.

Instruction Scope

Runtime instructions are straightforward (run scripts/summarize.py with --audio or --text). The script reads the provided audio/text files and will send transcript text to OpenAI's API for structured JSON output — meaning meeting contents (possibly sensitive PII) are transmitted to OpenAI. The SKILL.md lists OpenAI dependencies but does not explicitly warn users about sending meeting data to a third-party API.

Install Mechanism

This is an instruction-only skill with a bundled Python script and no install spec. No downloads/remote installers are performed by the skill itself. Optional Python dependencies (openai, whisper) must be installed by the user/environment; that installation is the user's responsibility and not performed by the skill.

Credentials

The code reads OPENAI_API_KEY from the environment to call the OpenAI API, but the skill's declared metadata listed no required environment variables. That mismatch (metadata claims none, code expects OPENAI_API_KEY) is a red flag and could confuse users into not providing or understanding where credentials are used. Aside from OPENAI_API_KEY, no other credentials are requested, which is proportionate for the described functionality.

Persistence & Privilege

The skill does not request always:true, does not modify other skills, and has no install hooks. It runs as a CLI script when invoked; there is no persistent or elevated privilege requested by the skill itself.

What to consider before installing

Before installing or running this skill: (1) Expect that meeting audio/transcripts will be sent to OpenAI for summarization—do not use it with sensitive or regulated meeting content unless you have permission and understand OpenAI's data handling. (2) The code expects OPENAI_API_KEY in the environment, but the skill metadata did not declare this — set or confirm the key yourself and verify where it is stored. (3) The advertised CRM sync is only a placeholder; do not assume automatic CRM updates work—inspect/implement sync_to_crm() or test in a safe environment. (4) The script relies on Whisper/local models which may require large downloads and compute; verify local capability or use alternative transcription. (5) Run the script in a sandbox or review the full code to ensure there are no hidden network calls or endpoints beyond OpenAI. If you need full functionality, ask the publisher to update metadata to list OPENAI_API_KEY and to either implement or clearly mark CRM integration as unimplemented.

pans-meeting-summarizer - AI算力销售会议纪要生成器

描述

AI算力销售会议智能总结工具。从会议录音或文字记录自动生成结构化纪要、行动项和客户洞察，支持同步更新CRM系统。

触发词

会议纪要, 会议总结, 录音转文字, 待办提取, 客户洞察, meeting minutes, call notes, action items, CRM更新

功能特性

• 🎙️ 音频转录：支持多种音频格式（m4a/wav/mp3）转文字
• 📝 智能纪要：自动提取会议要点、决策、讨论内容
• ✅ 行动项：识别待办事项、负责人、截止时间
• 🔍 客户洞察：分析客户需求、痛点、预算、决策链
• 🔄 CRM同步：一键更新客户跟进记录到CRM系统

使用方式

```bash

从音频生成纪要

python scripts/summarize.py --audio meeting.m4a --output notes.md

从文字记录生成纪要

python scripts/summarize.py --text transcript.txt --output notes.md

生成纪要并同步CRM

python scripts/summarize.py --audio meeting.m4a --sync-crm --client "腾讯云"

指定输出格式

python scripts/summarize.py --text transcript.txt --format json --output notes.json ```

CLI 参数

• `--audio`: 音频文件路径（支持 m4a/wav/mp3）
• `--text`: 文字记录文件路径
• `--output`: 输出文件路径（默认 stdout）
• `--format`: 输出格式（markdown/json，默认 markdown）
• `--sync-crm`: 同步更新CRM系统
• `--client`: 客户名称（CRM同步时需要）
• `--help`: 显示帮助信息

输出内容

会议纪要

• 会议主题、时间、参与人
• 讨论要点、决策事项
• 下一步计划

行动项

• 待办事项清单
• 负责人、优先级、截止时间

客户洞察（销售场景）

• 预算情况
• 决策链分析
• 竞品情况
• 痛点需求
• 购买信号

依赖

• OpenAI Whisper（音频转录）
• OpenAI API（摘要生成）

适用场景

• 客户会议后快速生成跟进记录
• 销售复盘和团队协作
• CRM数据自动化更新
• 会议效率提升

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