Templates included
Multiple ready-to-use prompts for support, moderation, escalation
AI tools
Generate Fast, Platform‑Aware Replies for Forums & Social
Use ready-to-run prompt templates tailored to support, moderation, de‑escalation, and follow‑ups. Control tone and length, adapt replies for X/Reddit/Discord/email, and export plain text for quick paste-in workflows.
Output formats
Plain text optimized for paste-in to dashboards, CMS, or tickets
Platform coverage
Forums, chat, social comments, email and ticketing workflows
At a glance
Why use a discussion-response generator
Speed up replies, keep a consistent brand voice across channels, and reduce the friction of handling long threads or heated comments. The generator is designed for human-in-the-loop workflows: generate, edit, review, and paste.
- Remove writer’s block with purpose-built prompts for support, de‑escalation, and moderation.
- Enforce brand voice by choosing tone presets (friendly, formal, neutral, stern).
- Export plain text for direct pasting into community tools or ticket replies.
Core prompt clusters
Ready prompt library (copy-and-edit)
Use and adapt these prompts directly. Each is written with placeholders so you can paste thread excerpts, user history, or platform names.
Short support reply
Concise, diagnostic-first support responses suitable for chat and ticket replies.
- Prompt: "You are a polite support agent. Using the recent message: {thread_excerpt}, write a concise reply (<=80 words) that acknowledges the issue, requests one diagnostic detail, and suggests the next step. Tone: {tone}. Do not ask for passwords or sensitive data."
De‑escalation reply
Calm responses to heated comments that validate feelings and offer private escalation.
- Prompt: "Given this heated comment: {comment_text} and the user history: {user_summary}, produce a calm, non-confrontational response that validates feelings, corrects misinformation, and offers a private escalation path if needed. Keep under 120 words."
Moderation warning
Private moderator messages that cite rules and next steps.
- Prompt: "Draft a short moderator message to send as a private warning. Include the offending excerpt {offense_excerpt}, cite the relevant community rule {rule_reference}, explain why it violates policy, and state the consequence and how to appeal."
Thread — summarize then respond
Summarize recent messages and produce a single actionable reply.
- Prompt: "Summarize the last 5 messages (max 3 bullets). Then draft a single reply that addresses outstanding questions and proposes the next actionable step. Use tone {tone}."
Platform-adapted reply
Convert a base reply into platform-appropriate variations.
- Prompt: "Convert this response: {base_reply} into a platform-appropriate version for {platform} (e.g., short for X, threaded reply for Reddit, professional for LinkedIn). Keep meaning identical."
Translate-and-respond
Translate incoming foreign-language messages and reply in that language.
- Prompt: "Translate the incoming message {foreign_message} to English, summarize it in one sentence, and craft a reply in the user’s language (language: {lang}) with tone {tone}."
Adapt responses by channel
Platform-aware output examples
Same core reply, adapted for channel conventions so you don’t over- or under-share.
- X/Twitter: Keep under 240 characters; use a short acknowledgement + one next step.
- Reddit/Discourse: Provide context in the first sentence; include follow-up links or steps in subsequent lines.
- Email/helpdesk: Use formal tone, reference ticket numbers, and include a clear call-to-action.
Practical guidance
Safety, redaction & export
Prompts include guardrails to avoid requesting sensitive information. Always redact or anonymize personally-identifiable details before pasting into any online tool unless your environment is approved for sensitive data.
- Never ask for passwords, full payment details, or government ID in prompts.
- When handling account-specific issues, ask for a private escalation channel (DM, support ticket).
- Export outputs as plain text to paste into dashboards, ticketing tools, or CMS. Keep a single-line copy for quick paste and a formatted version for email.
Operationalizing the generator
Workflow & human-in-the-loop tips
Use the generator to accelerate human workflows rather than replace them. Integrate it as a drafting step inside moderation queues or helpdesk ticket triage.
- Step 1: Select prompt (support, de‑escalation, moderation).
- Step 2: Paste sanitized thread excerpt and set tone/length.
- Step 3: Edit the generated reply for local context, links, and policy references.
- Step 4: Post or paste into your tool, and record the action for auditing.
Try these edits
Quick examples (input → output)
Short, realistic examples show the generator’s typical output form.
Support (chat)
Input: "App crashes on login, error 502." Output:
- Thanks for the report — sorry for the trouble. Can you confirm your app version and the device model? Meanwhile, try clearing the app cache and retrying. If it still fails, reply here and we’ll escalate with logs.
De‑escalation (public reply)
Input: angry reply claiming a feature was removed. Output:
- Thanks for flagging this — we understand how frustrating that is. The behavior you described isn’t expected; could you DM us the post link so we can investigate privately and get back with a fix or explanation?
FAQ
Is this generator truly free and what features are included in the free version?
The prompt library and example templates on this page are free to view and use as copyable text. Hosted integrations, advanced workflows, or managed deployments may be part of paid offerings — see /pricing for features and plan comparisons.
How do I control tone, length, and formality for different channels?
Most prompts include placeholders for Tone and max length (e.g., Tone: friendly, formal; <=80 words). Edit those placeholders before generating, or post-process the reply with the 'Tone-shift' prompt to convert a single reply into friendly, formal, neutral, or stern variants.
Can I safely include message history or should I redact sensitive data first?
Redact personal identifiers (names, account IDs, payment details, medical data) unless the environment you’re using explicitly allows sensitive data. Prompts in the library include reminders not to request passwords or private information.
Does the tool store or retain the thread content I paste into prompts?
Storage and retention depend on where you run the generator. If you use a hosted service, review its privacy policy for input logging. If you copy prompts into a local or in‑browser tool, data may not leave your device. When in doubt, redact sensitive details before generating.
How can I use these prompts in a moderation or ticketing workflow without automating posting?
Treat the generator as a drafting step: produce a reply, have a human reviewer verify policy and context, then paste to the moderation tool or ticketing system. Keep an audit trail by saving the final reply and reviewer notes in the ticket.
Which platforms and formats do the templates work best for (forums, chat, email)?
Prompts are designed for forums (Reddit, Discourse), chat platforms (Discord, Slack), social comments (X, LinkedIn, Facebook), and email/ticket replies. Use the Platform-adapted prompt to convert a base reply into the right length and tone for each channel.
Does the generator support multiple languages and how accurate are translations?
There are translation-focused prompts (Translate-and-respond) that can translate, summarize, and reply in the user’s language. Machine translation is useful for triage and reply drafting but should be reviewed by a fluent speaker for nuance and accuracy in sensitive cases.
How do I handle legal, medical, or regulated content—should I escalate to a human?
Yes. Use the generator to summarize and identify outstanding issues, then escalate to qualified personnel for regulated content. Include an explicit escalation path in public replies (e.g., ask the user to open a support ticket or contact a legal/medical specialist).
Are there prompt examples for de‑escalation and harassment responses?
Yes. The library includes a De‑escalation reply prompt and moderation warning templates that validate feelings, correct misinformation, and provide private escalation options. Always follow your community’s safety policy when replying to harassment.
How do I attribute AI assistance in public replies if my community requires disclosure?
If disclosure is required, add a short line such as: “Drafted with AI assistance and reviewed by a moderator.” Keep the disclosure concise and consistent with your community guidelines.
Related pages
- Compare plansSee which features and integrations are included in each offering.
- PricingView available plans for hosted workflows and advanced collaboration features.
- About TextaLearn more about origin, privacy approaches, and enterprise options.
- Blog: community response best practicesArticles and examples for moderation, de‑escalation, and support workflows.
- Industries we serveSee how community and support teams adapt templates across sectors.