Slack Automate

For Slack, this automated workflow runs every Monday at 6 AM to gather and summarize team messages from the past week. It organizes conversations by user, extracts key insights, and generates individual reports highlighting wins and challenges. Finally, it compiles these reports into a comprehensive team overview, fostering better communication and motivation for the upcoming week.

7/8/2025
47 nodes
Complex
schedulecomplexslacksplitoutaggregatefilternooplangchainsplitinbatchesexecuteworkflowtriggerexecuteworkflowsticky noteschedule triggerautomationadvancedcommunicationnotificationlogicroutingconditionalcron
Categories:
Communication & MessagingSchedule TriggeredComplex WorkflowBusiness Process Automation
Integrations:
SlackSplitOutAggregateFilterNoOpLangChainSplitInBatchesExecuteWorkflowTriggerExecuteWorkflowSticky NoteSchedule Trigger

Target Audience

This workflow is ideal for:
- Project Managers looking to streamline team communication and summarize weekly activities.
- Team Leaders who want to keep track of team performance and individual contributions.
- Remote Teams that rely on Slack for communication and need a structured way to recap weekly activities.
- HR Professionals seeking to monitor team dynamics and engagement through weekly reports.
- Executives who need a high-level overview of team performance and accomplishments for strategic planning.

Problem Solved

This workflow addresses the challenge of information overload in team communication by summarizing Slack messages from the past week into concise reports. It helps teams avoid missing important discussions and decisions, ensuring that all members are aligned and informed about achievements, challenges, and updates. By automating the report generation, it saves time and enhances productivity, allowing team members to focus on their core tasks rather than sifting through numerous messages.

Workflow Steps

  • Scheduled Trigger: The workflow is set to run every Monday at 6 AM, ensuring timely delivery of reports at the start of the week.
    2. Fetch Last Week's Messages: It retrieves all messages from the previous week from a specified Slack channel, focusing on discussions relevant to team activities.
    3. Group Messages by User: The messages are grouped by the author, making it easier to analyze individual contributions.
    4. Fetch Replies: For each message, the workflow fetches replies to capture the full context of discussions.
    5. Summarize Threads: AI is employed to summarize each thread, highlighting key points, decisions, and action items.
    6. Generate Individual Reports: Each user’s messages and their summaries are compiled into personalized reports, detailing their contributions and interactions.
    7. Aggregate Reports: All individual reports are combined into a comprehensive team report, providing a high-level overview of team activities.
    8. Post to Slack: Finally, the team report is posted in the designated Slack channel, ensuring everyone is informed and engaged as the new week begins.

    • Customization Guide

    Users can customize this workflow by:
    - Adjusting the Channel: Modify the Slack channel ID to target different channels for message retrieval.
    - Changing the Schedule: Update the cron expression in the schedule trigger to run the workflow at a different time or frequency.
    - Personalizing Reports: Edit the text templates used in AI summarization to match the tone and style preferred by the organization.
    - Adding Filters: Implement additional filters to include or exclude specific users or message types based on team needs.
    - Integrating Additional Tools: Incorporate other applications or services as needed, such as project management tools or email notifications, to enhance reporting capabilities.