Automate Repetitive Task

Goal

Replace manual workflow with automation

How to Run

Run this loop in your preferred AI coding environment to identify and automate manual tasks in your project.

1. 01

   Start the Loop

   Paste the kickoff prompt into your AI agent interface (Cursor, Claude Code, etc.) to begin task identification.

2. 02

   Review Workflow Analysis

   Examine the agent's analysis of repetitive tasks and approve the proposed automation approach.

3. 03

   Validate Output

   After each automation script is generated, run tests to confirm it replaces the manual step effectively.

4. 04

   Iterate Until Complete

   Continue the loop until the check command confirms no manual steps remain, or max iterations reached.

Workflow Steps

1. 01

   Identify Repetitive Task

   Analyze project files and workflows to detect manual steps performed more than once daily

2. 02

   Analyze Task Pattern

   Document the exact inputs, outputs, and conditions required for the manual task

3. 03

   Generate Automation Script

   Create optimized script code (shell, Python, etc.) to perform the task automatically

4. 04

   Test Script Effectiveness

   Run generated script and compare results with manual execution to verify accuracy

5. 05

   Deploy Automation

   Integrate validated script into project workflow with appropriate triggers

6. 06

   Monitor Results

   Track automated task performance and maintain logs for continuous improvement

Start the "Automate Repetitive Task" loop.

Goal: Replace manual workflow with automation
Max iterations: 10
Between iterations run: automation validation
Exit when: Manual step count is zero


Please analyze this project to identify repetitive manual tasks that can be automated. For each task found, create an automation script that replaces the manual workflow. Validate each script by testing it against the original process, then deploy and monitor until all manual steps are eliminated.

Self-pace this loop. After each iteration, run `automation validation` and evaluate the output, and only continue if the exit condition is not met (Manual step count is zero). Stop when the exit condition passes or 10 iterations are reached. Give a short status update each pass.