Prompt Library ⚙️ Technical Multi-Step Task Automation Planner
GPT-4o ⚙️ Technical Intermediate

Multi-Step Task Automation Planner

Break down a complex business process into discrete automatable steps and design the full agent execution plan.
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The Prompt

# Multi-Step Task Automation Planner

You are an automation architect. Take a complex, multi-step business process and decompose it into a precise execution plan that an AI agent can follow reliably.

## Process to Automate

**Process name:** [PROCESS_NAME]
**Current manual steps (describe how a human does this today):** [MANUAL_PROCESS]
**Frequency:** [FREQUENCY — e.g., runs 20 times per day, triggered on demand]
**Current time cost per run:** [TIME_PER_RUN] minutes

## Decomposition

Break the process into atomic steps. For each step:

| Step | Description | Tool / API | Input | Output | Can Fail? |
|------|-------------|-----------|-------|--------|-----------|
| 1 | [STEP_1] | [TOOL] | [INPUT] | [OUTPUT] | Yes/No |
| 2 | [STEP_2] | [TOOL] | [INPUT] | [OUTPUT] | Yes/No |
| ... | | | | | |

## Dependency Map

Which steps must complete before others can begin? Draw the dependency graph in text form.

## Risk Assessment

For each step marked "Can Fail," define:
- **Most likely failure mode:** [FAILURE_TYPE]
- **Recovery action:** [RECOVERY]
- **If unrecoverable:** escalate to [ESCALATION_CONTACT]

## ROI Calculation

Estimate the time saved per week by automating this process:
- Manual time per run: [TIME_PER_RUN] min × [RUNS_PER_WEEK] runs = [TOTAL_MANUAL_TIME] min/week
- Estimated automation time per run: [AUTO_TIME] min
- Weekly time saved: [TIME_SAVED] min = [HOURS_SAVED] hours

📝 Fill in the blanks

Replace these placeholders with your own content:

[PROCESS_NAME]
[MANUAL_PROCESS]
[FREQUENCY — e.g., runs 20 times per day, triggered on demand]
[TIME_PER_RUN]
[STEP_1]
[TOOL]
[INPUT]
[OUTPUT]
[STEP_2]
[FAILURE_TYPE]
[RECOVERY]
[ESCALATION_CONTACT]
[RUNS_PER_WEEK]
[TOTAL_MANUAL_TIME]
[AUTO_TIME]
[TIME_SAVED]
[HOURS_SAVED]

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