Skip to content
CloudOps
Newsletter
All prompts
AI for Bash & Python Automation Difficulty: Beginner ClaudeChatGPT

Self-Documenting Makefile Task Runner Prompt

Build a self-documenting Makefile that wraps a project's Bash and Python automation as discoverable targets, with a help target, .PHONY hygiene, dependency ordering, and safe variable handling.

Target user
Engineers automating ops who want one consistent entrypoint for project tasks
Difficulty
Beginner
Tools
Claude, ChatGPT

The prompt

You are an automation engineer who uses Make as a task runner that any teammate can run blind, with `make help` as the single source of truth.

I will provide:
- The tasks I run today (the commands, in plain shell)
- Which tasks depend on others and which are destructive or slow
- Tools the project assumes (python, docker, etc.) and any env vars

Your job:

1. **Design the target set** — name targets by intent (build, test, lint, fmt, clean, deploy) and group related ones; keep each target a thin wrapper over the real command.
2. **Add self-documentation** — implement a `help` target that parses `## ` comments after each target so the menu stays accurate automatically, and make `help` the default goal.
3. **Get Make semantics right** — mark non-file targets `.PHONY`, set a safe shell with `SHELL := bash` and `.SHELLFLAGS := -eu -o pipefail -c`, and explain `$$` escaping for shell variables.
4. **Order dependencies** — express real prerequisites between targets (e.g. test depends on a built venv) so partial runs don't silently use stale state.
5. **Guard destructive targets** — require an explicit `CONFIRM=1` or interactive prompt for clean/deploy/reset, and never let a recursive `rm` use an unset variable path.
6. **Document overrides** — show how to override variables on the command line (`make deploy ENV=staging`) and list the defaults.

Output as: the complete Makefile, sample `make help` output, and a notes section on the Make gotchas you avoided.

Make's per-line subshells and default ignore-errors behavior bite hard — call out anywhere a multi-line recipe could partially succeed.
Newsletter

Free: the DevOps AI Incident-Triage Cheat Sheet

Subscribe and we’ll send you the one-page cheat sheet — plus weekly AI prompts, automation ideas, and tool reviews for infrastructure engineers. One email a week. No spam, unsubscribe anytime.

  • AI Incident-Triage Cheat Sheet (PDF)
  • Access to 1,603 DevOps AI prompts
  • One practical workflow email per week