Guide 🎛️ Prompt mega-pack vol. 4 — 25 prompts for automation & agents

Vol. 1 (everyday time-savers), vol. 2 (work-study-money), vol. 3 (the data edition). Vol. 4 is for the builders: 25 prompts for automation, agents and bots — the stuff behind the workflows, not the chat window.

Same two rules as always: (1) swap the [brackets] before you run it; (2) the AI writes the logic, you test it on a tiny input first — never on live data.

🤖 Agent wrangling

1. Agent job description

Code:

I'm building an AI agent that should [goal]. Write its system prompt: role, tools it can use, what it must NEVER do, and when to stop and ask a human.

2. Task breakdown prompter

Code:

My agent gets this input: [example]. Break the job into numbered steps it must follow in order. Mark every step where it needs a tool call vs plain reasoning.

3. Hallucination fence

Code:

Add a safety clause to this agent prompt [paste] that forces it to say "I don't have that data" instead of guessing when the info isn't in its sources.

4. Self-check loop

Code:

Rewrite my agent's final step [paste] so it reviews its own output against this checklist [paste] before returning anything. It should retry once if a check fails.

5. Kill-switch conditions

Code:

List 8 situations where my agent ([describe it]) should stop, log, and escalate to a human instead of acting. Phrase them as IF/THEN rules I can add to its prompt.

🔗 Automation & no-code

6. Workflow from words

Code:

Describe in plain steps (trigger → actions → conditions) an automation for: [what you want, e.g. "new lead email → CRM row → WhatsApp ping"]. Then name the exact app/node for each step in [Zapier / Make / n8n].

7. Mapper's nightmare

Code:

My trigger gives data like [paste JSON sample]. My action needs [target format]. Write the exact field mapping and any formatter steps needed — call out which fields might arrive empty.

8. Error branch designer

Code:

This automation [describe] fails when [known failure]. Design the fallback path: how to catch it, what to retry, and what notification I should get so nothing dies silently.

9. Webhook whisperer

Code:

Explain how to receive a webhook from [app] in [n8n/Make] as if I've never done it: the URL, the test ping, the auth option to pick, and how to see the first payload.

10. Schedule sanity

Code:

My automation runs [every X] and processes [N items] each run. It hits limits when [case]. Redesign the schedule/batching so it stays under [limit] without missing items.

🗣️ Bots & assistants

11. Bot persona builder

Code:

Create a persona for a [support / sales / tutor] bot for [audience]. Tone in one line, 5 signature phrases, 3 things it should never say, and how it handles "I don't know".

12. FAQ compressor

Code:

Here are 40 raw support questions [paste]. Group them into 8 canonical questions and write the one best answer for each, friendly and under 60 words.

13. Handoff scripter

Code:

Write the exact message my support bot sends when it escalates to a human, including: apology line, what it already tried, and the ticket summary it passes over.

14. Onboarding drip

Code:

Design a 4-message welcome sequence for new users of [product]: message goal, text, and the one action each message pushes. Tone: [friendly].

15. Angry-user ladder

Code:

Write a 3-level de-escalation script for my bot when a user is angry: level 1 empathize, level 2 fix or escalate, level 3 graceful exit. Exact words for each.

🧪 Debug & harden

16. Prompt injection self-test

Code:

Here is my bot's system prompt [paste]. Try to design 5 user inputs that could make it break character or leak its instructions — so I can patch the holes.

17. Edge-case generator

Code:

My automation handles [normal case]. Generate 10 nasty but realistic inputs that could break it (empty fields, unicode, duplicates, giant text), with expected correct behavior for each.

18. Log reader

Code:

Here's my automation's error log [paste]. Translate each error into plain English, rank by frequency, and give the most likely root cause for the top 3.

19. A/B prompt duel

Code:

Compare prompt A [paste] and prompt B [paste] for the task [describe]. Predict which performs better, why, then design a 10-case test to prove it.

20. Rate-limit armor

Code:

My tool calls [API] and sometimes hits rate limits. Give me a retry strategy (backoff timings, queueing) I can implement in [Python / n8n], with the actual snippet.

📅 Daily ops

21. Inbox triage rule-writer

Code:

Here are 12 recent emails [paste subjects + 1-line each]. Design 4 filter rules that auto-sort 90% of them, and name the 2 types that must always reach me personally.

22. Stand-up bot

Code:

Turn these messy notes [paste] into a stand-up update: done / in-progress / blocked, each one line, blockers tagged with who unblocks them.

23. Meeting-to-tasks

Code:

From this call transcript [paste], extract every action item as: owner, task, deadline (or "none given"), and one risk nobody said out loud.

24. Weekly system review

Code:

Here are the stats from my 5 automations this week [paste runs/fails]. Grade each one's health, flag the weakest, and suggest one improvement for next week.

25. The doc writer

Code:

Write a one-page runbook for my [workflow name]: what it does, what happens if it fails, the 3 settings I must never change, and where the backups live.

One-liner to remember: a prompt is a spec, not a wish — the more [brackets] you fill with real detail, the less babysitting the output needs.

Steal, tweak, and if you build something fun with these, drop it in [forum]Prompt sharing[/forum] — screenshots of working automations get pinned. 🫡

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