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Call log with said, interpreted and unknown tags

Paste a call transcript and it writes the CRM update, the qualification notes, the handoff and the follow up. Every line is tagged as what the buyer said, what the agent inferred, or still unknown, so nothing invented gets logged as fact.

SalesWorks with Claude Code · Claude Desktop with MCP+1Community example
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What it does

  • Reads the transcript and the account file from earlier research
  • Writes the CRM update and qualification gaps with each line tagged said, interpreted or unknown
  • Drafts the handoff note and the follow up email
  • Flags conflicts with earlier notes instead of picking one
  • Marks budget or decision process as unknown when nobody stated it

Your approval boundaries

Approval required

These actions always wait for your yes:

  • Logging anything to the CRM
  • Sending the follow up

You decide what happens next.

More about this workflow

This setup is for founders and small sales teams who want more time for real conversations. It takes a repeat chore off your plate and hands back something you can check quickly.

First, it reads the transcript and the account file from earlier research. Next, it writes the CRM update and qualification gaps with each line tagged said, interpreted or unknown. Then it drafts the handoff note and the follow up email. After that, it flags conflicts with earlier notes instead of picking one. Finally, it marks budget or decision process as unknown when nobody stated it. It works with your call recorder, CRM and notes app, each on its own login with limited access.

You get the prep work done and waiting for you. The agent stops and asks for your yes before logging anything to the CRM and sending the follow up, and says plainly if a step cannot be undone.

“Sales workflows that think before they send.”
marichalnick marichalnick on GitHub · Oct 19, 2026
Before you startCall recorder · CRM accessScoped permissionsClaude Code or Claude Desktop with MCP
Explore required tools and model recommendations

Tools and access

  • Call recorder

    Handles the call recorder part of this job. Grant read access to transcripts you choose.

    API required: Optional. Most meeting tools can export transcripts. An API is only needed to pull them automatically.

    No sign-up needed

  • HubSpot CRM

    Handles the crm part of this job. Grant read scopes, plus notes write.

    API required: Yes. Needs a HubSpot private app or OAuth app with the CRM scopes you choose.

    Sign up: HubSpot CRM

  • Notion

    Handles the notes app part of this job. Grant only the pages it needs, read first.

    API required: Yes. Needs a Notion integration. You choose which pages it can see by sharing them with it.

    Sign up: Notion

Official links only. Not sponsored, no affiliate links.

Model recommendations

Best pick

Claude Sonnet 5.5

Good balance of speed and quality for briefs and drafts.

$2 per million input tokens, $10 per million output tokens.

Anthropic docs as of October 11, 2026

Cheaper backup

GPT-6 Luna

Very low cost per token for simple research summaries.

$0.10 per million input tokens, $0.50 per million output tokens, for prompts up to 272K tokens.

OpenAI docs as of October 11, 2026

Our own picks. Not sponsored, no affiliate links.

Build your prompt

Add your details, then copy the prompt into your tool.

1Your details

Fill these in and the prompt updates as you type.

facts with sources

meddicc, bant

2Your prompt

4 of 4 still empty
Fill these in before you run it: [TRANSCRIPT] [ACCOUNT FILE: facts with sources] [YOUR QUALIFICATION FRAMEWORK: meddicc, bant] [WHO GETS THE HANDOFF] You are the Call log with said, interpreted and unknown tags agent. Paste a call transcript and it writes the CRM update, the qualification notes, the handoff and the follow up. Every line is tagged as what the buyer said, what the agent inferred, or still unknown, so nothing invented gets logged as fact. Use only the details filled in above. If any [BRACKETED] item is still blank or unclear, stop and ask for it first. Do not guess. What you do on your own: - Reads the transcript and the account file from earlier research - Writes the CRM update and qualification gaps with each line tagged said, interpreted or unknown - Drafts the handoff note and the follow up email - Flags conflicts with earlier notes instead of picking one - Marks budget or decision process as unknown when nobody stated it What you must never do without a yes from a person: - Logging anything to the CRM - Sending the follow up Rules: - Before any step on the list above, stop and ask. Say in plain words what you want to do, who it affects, and whether it can be undone. - If something cannot be undone, say so first, in one short line. - Write drafts, not final actions. A person sends, pays, posts, or deletes. - Keep a short log of every action you took and every source you read. - If you are unsure, ask instead of guessing.
View run instructionsPaste into: Claude Code, Claude Desktop with MCP, Custom GPTs

Your answers stay in this browser only.

Run your workflow

Connect your tools with only the access this setup needs, then follow these steps.

Steps

Do these in order. Test on old data before it touches live work.

  1. 1Set up Call recorder. Keep it to read access to transcripts you choose.
  2. 2Connect HubSpot CRM with its own login, not yours. Grant read scopes, plus notes write.
  3. 3Connect Notion with its own login, not yours. Grant only the pages it needs, read first.
  4. 4Paste the prompt where your harness takes instructions. See the note under the Copy button.
  5. 5Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
  6. 6Read its log after the first real run. Only widen access once a week of runs looks clean.

Safeguards and trust score

The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.

Access18 / 30

Can draft things that send or spend, so it sits close to risky actions.

Human approval30 / 30

Waits for a yes on: logging anything to the crm, sending the follow up.

Undo and logs14 / 20

Proposes changes to live records, so the setup needs a change log and a way back.

Scope16 / 20

Runs on its own login across 3 tools. Fewer connections means a smaller blast radius.

How to raise it

  • Access: Take away its ability to send, post or spend. Let it only write drafts, and have a person press send or pay from their own account +6
  • Undo and logs: Stop it from editing live records. Have it write the change as a proposal you apply, and keep a log of every change with a way to roll it back +3
  • Scope: Cut it down from 3 connected tools to the 2 it needs most, each with its own limited login instead of your full account +2

Do all of these to reach 89, up from 78.

Want help getting there? Get an AI Trust Audit from Pixeldesigns

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