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narrated-walkthrough-to-a-numbered-sop-document

核心功能是将带步骤号的工作口述录音（通过Plaud采集）自动处理：清理冗余内容，提取工具、安全提示，生成结构化编号SOP；输出为可编辑的Google文档，支持导出PDF/Word，还会标记模糊内容待补充。适用于运维、现场服务、制造等没时间写文档的一线团队，或需留存经验的负责人，处理日志同步至Google Sheets。

agentpmt
热度 17.14
最近更新 2026-07-26 08:56:52
分类：效率依赖：第三方 API / MCP 服务 / 内部调用大模型应用场景：摘要总结 / 工作流 / 模板

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add narrated-walkthrough-to-a-numbered-sop-document
Metadata
name
narrated-walkthrough-to-a-numbered-sop-document
description
Narrated Walkthrough to a Numbered SOP Document: Turns talking through a job out loud into a written, numbered standard operating procedure. Built for the people who actually know the equipment and have no time to write documentation: maintenance and facilities teams, field service, manufacturing, labs, franchise operations, and any owner trying to get a process out of their own head before handing it over. Walk the machine or the task and narrate it, saying the step number out loud as you go.
version
1.0.1
homepage
https://www.agentpmt.com/agent-workflow-skills/narrated-walkthrough-to-a-numbered-sop-document
compatibility
Agent instructions for AgentPMT-hosted remote tool calls. Follow this skill body for supported account, wallet, and setup routes. No local command runtime is declared.
metadata
{"author":"agentpmt","openclaw":{"homepage":"https://www.agentpmt.com/agent-workflow-skills/narrated-walkthrough-to-a-numbered-sop-document"}}

Narrated Walkthrough to a Numbered SOP Document

Freshness

Last updated: 2026-07-26.

If the current date is more than 7 days after the last updated date, reinstall this skill from skills.sh or ClawHub before relying on endpoints, schemas, setup steps, or examples.

What This Workflow Does

Turns talking through a job out loud into a written, numbered standard operating procedure. Built for the people who actually know the equipment and have no time to write documentation: maintenance and facilities teams, field service, manufacturing, labs, franchise operations, and any owner trying to get a process out of their own head before handing it over. Walk the machine or the task and narrate it, saying the step number out loud as you go, and the workflow pulls the transcript of each new Plaud recording and turns it into a clean procedure document: a title, the equipment or process it covers, tools and safety notes gathered into their own sections, then numbered steps in the order you said them, with your asides and warnings kept attached to the step they belong to. Filler, false starts and interruptions are dropped; the technical content is left in your words rather than rewritten into corporate documentation voice. It lands as a Google Doc so it stays editable and exports to PDF or Word, and anything the narration left ambiguous is flagged at the end for you to fill in rather than being invented. Say each step number aloud and the transcript carries its own index, which makes pairing photos to steps afterwards mechanical instead of guesswork.

Required Setup

  • AgentPMT overview: ../what-is-agentpmt.
  • Account MCP/REST setup: ../agentpmt-account-mcp-rest-api-setup.

Core AgentPMT setup skills:

  • What AgentPMT is: ../what-is-agentpmt
  • AgentPMT account MCP/REST setup: ../agentpmt-account-mcp-rest-api-setup

skills.sh install script:

npx skills add AgentPMT/agent-skills --skill what-is-agentpmt
npx skills add AgentPMT/agent-skills --skill agentpmt-account-mcp-rest-api-setup

Workflow Session Management

Call AgentPMT-Workflow-Skills with start_workflow before the first step and end_workflow after the final step.

{"action":"start_workflow","skill_id":"narrated-walkthrough-to-a-numbered-sop-document"}

{"action":"end_workflow","skill_id":"narrated-walkthrough-to-a-numbered-sop-document","rating":5,"comment":"completed"}

Workflow Process

  1. Get User Timezone and Date
  2. Ask for the Recording Window
    • Prompt: Establish the exact window of recordings this run covers, in the user's own timezone.
  3. List Plaud Recordings
    • Tool product: Plaud.
    • Tool skill: ../plaud.
    • ClawHub page: https://clawhub.ai/agentpmt/plaud.
    • skills.sh install: npx skills add AgentPMT/agent-skills --skill plaud.
    • Marketplace: https://www.agentpmt.com/marketplace/plaud.
    • Tool instructions: Call list_files with the widened UTC date_from and date_to from the window step. Plaud's timestamps are inconsistent and must be handled deliberately: the name field carries the recording's LOCAL time (for example '2026-07-25 19:53:50') while start_at and created_at are UTC written as naive strings with no Z and no offset (the same recording reads '2026-07-25T23:53:50'). Treat start_at as UTC, convert it into the user's timezone, and only then decide whether the recording falls inside the requested local window. An evening local recording carries the next day's UTC date, so comparing the raw string silently misfiles it. Carry each recording's name and duration forward, both of which help judge whether it is a narrated procedure. Then skip any recording id already in the processed log.
  4. Each New Recording
    • Iterate over the configured collection, then continue through the connected workflow path.
  5. Fetch Transcript
  6. Summarize the Run
    • Prompt: Tell the user which procedures were written, which need a human, and what was skipped.
  7. Judge and Structure the Procedure
    • Prompt: Decide whether this recording is genuinely someone narrating a procedure, and if it is, turn it into an ordered numbered standard operating procedure.
  8. Write the SOP Document
    • Tool product: Google Docs Connector.
    • Tool skill: ../google-docs-connector.
    • ClawHub page: https://clawhub.ai/agentpmt/google-docs-connector.
    • skills.sh install: npx skills add AgentPMT/agent-skills --skill google-docs-connector.
    • Marketplace: https://www.agentpmt.com/marketplace/google-docs-connector.
    • Tool instructions: Only for recordings judged to be procedures. Create a Google Doc: title and process at the top with the local recorded date, then tools and materials, then safety notes, then the numbered steps as a numbered list, and finally the ambiguities section headed as needing review. Leave it editable so the user can drop photos beside the steps and export to PDF or Word. Write no document for a recording judged not to be a procedure.
  9. Log the Run
    • Tool product: Google Sheets.
    • Tool skill: ../google-sheets.
    • ClawHub page: https://clawhub.ai/agentpmt/google-sheets.
    • skills.sh install: npx skills add AgentPMT/agent-skills --skill google-sheets.
    • Marketplace: https://www.agentpmt.com/marketplace/google-sheets-api.
    • Tool instructions: Append one row for this recording either way. For a documented procedure: recording id, local recorded time, procedure title, doc link, step count, open ambiguity count. For a skipped recording: recording id, local recorded time, status skipped, and the reason it was judged not a procedure. Both mark it processed so it is never examined twice, and the skip reasons let the user spot a walkthrough that was wrongly rejected.

Tool Skill Links

AgentPMT Reference