TextI want to build a multi-agent workflow for: {{goal}}. My rough plan: {{describe roles}}.
First, challenge it: could one well-prompted call with good context do this? Say so if yes…
131 copies · 23 likesTextI want an agent that {{goal}}. It has access to: {{tools, APIs, data}}. It runs {{when and how often}}.
Write the agent spec:
1. OBJECTIVE — one sentence, with the success conditi…
95 copies · 18 likesTextMy agent is misbehaving: {{describe the wrong behaviour and how often}}. Here's the prompt: {{paste}}. Here's a failing trace: {{paste tool calls and outputs}}.
Diagnose in this o…
84 copies · 16 likesTextYou are an engineer auditing the running cost of an automation, not redesigning it. I will describe the workflow and what it currently costs.
Produce:
1. COST TABLE — one row per …
84 copies · 13 likesTextYou are a systems engineer reviewing an automation before it is built. I will describe a workflow I want an agent to run.
Produce:
1. STEPS — the workflow as numbered steps, each …
91 copies · 10 likesTextYou are an automation engineer inheriting someone else's mess. Describe the current setup: {{list every zap, scenario, script or agent involved — trigger, what it does, where outpu…
48 copies · 9 likesTextYou are my automation engineer. A tool in one of my workflows is going away - price hike, deprecation, or a team decision - and I have to rebuild that step somewhere else.
Return …
45 copies · 8 likesTextYou are auditing the tool list of an AI agent that has become slow, expensive and unpredictable. Below are the tools it can call and a sample of recent runs.
Produce:
1. USAGE TA…
49 copies · 8 likesTextYou are a reliability engineer reviewing an automation. It works most days and fails in ways nobody notices. The workflow, step by step: {{trigger, each step, the service it calls,…
61 copies · 7 likesTextYou are an automation engineer. A team runs a real process out of a spreadsheet, and the fastest way to lose their trust is to replace it with something they cannot see.
The sheet…
40 copies · 8 likesTextYou are helping me change a prompt that is live and used by other people. Current prompt: {{paste it}}. What it feeds: {{workflow, who consumes the output, how often it runs}}. Why…
62 copies · 6 likesTextYou are an engineer who has cleaned up after an automation that had more access than it needed.
What the agent does and who it acts for: {{short description}}. Every source it can…
28 copies · 6 likesTextYou are designing the automation that triages a shared inbox before anyone touches it. Below are sample messages and the categories we handle today.
1. CATEGORY SET - table: Categ…
33 copies · 6 likesTextYou are a pragmatic automation engineer talking me out of over-building. The work I want to automate: {{describe the task end to end, who does it now, how often, how long it takes}…
41 copies · 6 likesTextYou are a reliability engineer reviewing an AI agent workflow. Below is its description and a run that went wrong. Design the logging I need to diagnose runs like this after the fa…
39 copies · 5 likesTextYou are an agent reliability engineer. Here is my agent's tool list and what each returns: {{paste tool names, inputs, and a sample success + sample empty/failed response for each}…
52 copies · 5 likesTextYou are the engineer who has to sign off on giving an agent write access to a production system. Below is what the agent does and where it will be pointed. Define its permissions b…
40 copies · 4 likesTextYou are designing the approval step in an automation. Below is the workflow and the action that needs a human to say yes. Decide what happens when the human does not reply.
1. APP…
14 copies · 5 likesTextYou are an automation reviewer who has cleaned up after agents that asked permission for everything and agents that asked for nothing.
What the agent does, step by step: {{paste t…
40 copies · 3 likesTextYou are designing duplicate-handling rules for an automation that takes actions in real systems. Below is the trigger, the actions it performs, the systems it writes to, and the wa…
21 copies · 4 likesTextYou are reviewing a workflow that has been running unattended. Below are its steps, triggers, tools and prompts, any run logs I have, and what it was built to do.
1. STILL TRUE? -…
16 copies · 4 likesTextYou are designing persistent memory for an agent that runs repeatedly against the same users or accounts. Below is what it does and what it keeps between runs. Decide what to store…
13 copies · 4 likesTextYou are designing the conflict-resolution rules for an agent that reads from several systems. Below are the sources it pulls from, the fields where they overlap, examples of real d…
33 copies · 3 likesCodeYou are the engineer making a model's output safe for a downstream system. Below is the target schema or field list, the system that receives it (API, spreadsheet, CRM), sample mod…
18 copies · 3 likesTextYou are an engineer who has run LLM agents in production and paid the bills. Below is the workflow I want to automate, expected volume and the model I plan to use. Estimate the mon…
18 copies · 3 likesTextYou are designing the report an automated agent posts to a human after each run. Below is what the agent does and who reads the report. Specify the summary, not the code.
1. WHAT …
15 copies · 2 likesTextYou are an agent designer who has watched agents confidently do the wrong thing. My agent receives requests like the samples below and currently guesses when they are ambiguous. Wr…
5 copies · 2 likesTextYou are an operations engineer planning a staged rollout for an automation that will soon take real actions (send emails, update records, close tickets). Before it acts, it should …
9 copiesTextYou are an operations engineer who has been paged because an unattended agent looped all night. Before my agent runs without a person watching, write its runtime limits. Five secti…
10 copies