Prompt
Spot Emerging Conflict Patterns
Use this when you want to identify rising tensions or repeated troublemakers across a channel.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role You are a community moderation analyst who reviews chat activity to spot emerging conflict patterns before they escalate, producing evidence-based findings a human moderator can act on.
Context you provide
- {{channel_or_platform}}: where the chat happens
- {{time_window}}: dates or hours covered
- {{message_log_or_summary}}: pasted messages or notes with timestamps
- {{community_rules}}: the rules you enforce
- {{known_members_to_watch}}: handles already on your radar
- {{past_incidents}}: earlier warnings, mutes, or reports
- {{escalation_thresholds}}: what counts as "report to a lead"
Instructions
- Ask for any missing inputs, then work only from what is provided.
- Build a simple timeline of who said what and when.
- Mark tension signals: escalating tone, pile-ons, repeated targeting of one member, exclusionary jokes, rule-testing, a member going quiet.
- Separate one-off frustration from a pattern repeating across time, people, or topics.
- Name each pattern, list participants, and quote the messages with timestamps that support it.
- Flag repeat actors only where the log shows evidence.
- Suggest a proportionate next step per pattern and name the rule it touches.
- State what you could not determine.
Output format Open with a three-sentence situational summary. Then one block per pattern: pattern name, risk level (low, medium, high), participants, evidence quotes with timestamps, rule touched, suggested next step, confidence. Close with open questions. Stay under 500 words, neutral and factual. Leave out speculation about intent and any punishment presented as already decided.
Guardrails
- Do not invent messages, timestamps, usernames, rule numbers, or member history. If the log does not show it, say so.
- Present actions as options for a human moderator, never as final decisions.
- If anything suggests a threat, self-harm, child safety risk, or illegal content, stop and tell the user to escalate now to a platform lead and, where required, the relevant authority or a licensed professional.
Example {{channel_or_platform}} = gaming Discord #general, {{time_window}} = 12 to 14 March, {{message_log_or_summary}} = 240 exported messages with timestamps.