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Tasks from a Call

Transcript → verified tasks on the team board

A robot carries proposed tasks from a conversation through duplicate checking and a human gate to the team board

In short

After a call, agreements get lost between the transcript and the board, but blind auto-recording creates invented assignments, duplicates, and incorrect deadlines.

Outcome

The system proposes tasks with context and evidence from the dialogue, compares them with the current board, and records only confirmed changes.

How the automation runs

Trigger

Team call ended and agreed transcript is available

Automation steps

  1. Checks consent to process and separates work agreements from sensitive discussions
  2. Extracts task proposals, assignees, deadlines, and source snippets without guessing
  3. Compares candidates with open tasks and flags duplicates or conflicts
  4. Shows preview of creation, update, and archiving to a human
  5. After confirmation, applies idempotent changes and saves a link to the call

Human check

The board owner approves the assignee, deadline, and each change; without an explicit agreement, a task remains a proposal, not an assignment.

Outcome

The system proposes tasks with context and evidence from the dialogue, compares them with the current board, and records only confirmed changes.

Automation diagram

The overall logic is public
Input
TriggerTeam call ended and agreed transcript is available
System
Step 1Checks consent to process and separates work agreements from sensitive discussions
System
Step 2Extracts task proposals, assignees, deadlines, and source snippets without guessing
System
Step 3Compares candidates with open tasks and flags duplicates or conflicts
System
Step 4Shows preview of creation, update, and archiving to a human
System
Step 5After confirmation, applies idempotent changes and saves a link to the call
Human
Human controlThe board owner approves the assignee, deadline, and each change; without an explicit agreement, a task remains a proposal, not an assignment.
Outcome
Observable outcomeThe system proposes tasks with context and evidence from the dialogue, compares them with the current board, and records only confirmed changes.

Using it

When to use it

The team regularly conducts calls, uses one task board, and is willing to confirm changes with a batch preview.

How to verify

Each new task has a source and context, no duplicates are created, mass changes match the preview, and sensitive human evaluations do not appear on the board.

Tools

whispernotion apipythonaudit log

Recipe details

Time2–3 eveningsDifficulty4 of 5Steps5Prerequisites3
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