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AI agent for community managers

Member Spotlight Pipeline Agent

Publish a fair, consented member spotlight every month without a last-minute rush.

Member Spotlight Pipeline Agent: what goes in, what the agent does and what you get

What it does

Spotlight posts get written in a rush at month-end, and the same visible members keep getting featured. Each month this agent lists members with notable contributions, such as helpful answers, projects shared and events led. It checks they have not been featured recently and drafts a few questions to ask each one. It sends the questions only after the manager approves, collects the answers and assembles the spotlight. Members must consent. If a member does not reply or declines, it moves to the next candidate. It checks the finished post for accuracy against what the member said. The manager approves publication.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
ApprovedYes, continueYes, continueApprovedNoNo 1 STARTS WHEN Spotlight cycle begins 2 USES A TOOL Read community activity for the month 3 DOES List members with notable contributions not featuredin the last 6 months 4 DOES Draft questions for the top candidate 5 YOU APPROVE Manager approves the invitation and questions 6 USES A TOOL Send and track the reply 7 CHECKS THE RESULT Did the member consent and answer in 7 days? If not: move to the next candidate and repeat. Back tostep 4. 8 DOES Assemble the spotlight from the answers 9 CHECKS THE RESULT Does every statement match the member's own wordsand the record? If not: correct the text and recheck. Back to step 8. 10 YOU APPROVE Manager approves publication 11 RESULT Approved spotlight post
Read the steps as a list
  1. Spotlight cycle begins
  2. Read community activity for the month
  3. List members with notable contributions not featured in the last 6 months
  4. Draft questions for the top candidate
  5. Manager approves the invitation and questionsThe agent waits here for your OK.
  6. Send and track the reply
  7. Did the member consent and answer in 7 days?If not: move to the next candidate and repeat. Back to step 4.
  8. Assemble the spotlight from the answers
  9. Does every statement match the member's own words and the record?If not: correct the text and recheck. Back to step 8.
  10. Manager approves publicationThe agent waits here for your OK.
  11. Approved spotlight post

How it decides

It ranks candidates on contribution and time since last feature, and keeps only those who consent.

  • Skip members featured in the last 6 months
  • Give weight to members who help others, not only post often
  • Wait 7 days for a reply
  • Send the final text to the member before publishing

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Gap between features (default 6 months)
  • Questions asked
  • Reply wait (default 7 days)
  • Post length and format

What keeps you in control

It always asks you first

  • Manager approves the invitation to the member
  • Manager approves publication
  • Member confirms consent and the final text

Hard limits

  • Never publishes a spotlight or contacts a member without approval
  • Does not use any private messages as material

It stops when

  • Done: spotlight published by a person
  • Stop: no candidates consent this month

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensFor June, the agent ranked 8 candidates. The first, Tomas, had been featured in March, so it dropped him. The second did not reply in 7 days, so the consent check failed and it moved to Elena, who answered all four questions in two days. The assembled post included a date that was wrong, which the agent corrected. The manager approved publication.

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