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Turn Slack and call transcripts into Claude Code tasks

The poster wants a persistent Claude agent that watches Slack and call transcripts, spots tasks, and drafts the Claude Code prompts, removing them from the loop.

Time saved
Not reported
Setup time
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Running cost
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Cost range
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Use case overview

The poster wants a persistent Claude agent that watches Slack and call transcripts, spots tasks, and drafts the Claude Code prompts, removing them from the loop.

Reported experience

  1. What they did

    The post itself is a request, not a finished build: the poster says their company’s Claude enterprise setup already connects to Slack, call recordings/transcripts, a data warehouse, a knowledge base, Google Workspace, and internal tools, and they want a permanent agent to watch Slack and transcripts, identify tasks, draft Claude Code prompts, and let them approve or tweak before running. In comments, the most concrete similar setup described is a small always-on Slack app on a Mac that listens for mentions and alerts, starts Claude Code in headless mode per Slack thread, keeps phase one read-only, and gates write actions, sends, and higher-risk changes behind approval buttons.

  2. How it went

    No outcome is reported by the original poster because they are asking for advice. A commenter who built a similar system says it was a "total game changer," but gives no hard metrics; others warn quality can drop without strong approval, deduping, and read-only staging.

  3. Worth knowing

    Most actionable catch: start read-only, separate task extraction from execution, and dedupe requests because the same ask may appear in both Slack and call transcripts.

Example prompts

Try with Claude
Read the [Slack export or channel folder] and the call transcripts in [folder path], and find action items that could be handed to a coding agent for [project name]. For each one, draft a clear, ready-to-run Claude Code prompt and note which message or transcript it came from. Save them as a single list in [file path], and don't run any of the tasks or send any messages yourself.
Sales · Beginner
  1. Form submit
  2. Fetch company site
  3. Claude scores fit

Auto-qualify inbound leads before a rep sees them

Score every demo request against your ICP, update HubSpot and ping the right rep in Slack within a minute of the form submit.

n8n · Claude · HubSpot · Slack
Customer Support · Intermediate
  1. New ticket webhook
  2. Claude classifies
  3. Draft from help docs

Triage support tickets and draft first replies

Every new Zendesk ticket gets a category, priority and sentiment tag plus a draft reply in an internal note before an agent opens it.

Zendesk · n8n · Claude
Coding · Advanced
  1. Write migration plan
  2. Agent edits in batches
  3. Tests per batch

Ship a 40-file refactor with a coding agent

Plan, execute and review a cross-cutting refactor in small batches, with Claude Code making the edits and GitHub Copilot reviewing each PR.

Claude Code · GitHub Copilot