Agent Task Decomposition System Prompt
Stop your coding agent from making sweeping, unreviewable changes to large repos. This system-prompt harness forces decomposition-first execution: scope mapping, dependency ordering, checkpoint verification, and human-gated stop conditions — before a single file is edited.
A 4-step agentic workflow pack for coding built to run with Claude, ChatGPT, Claude Code, and Cursor. Open the Markdown files, fill the variables, and paste into your model. Most buyers get a reviewable result in about 10 minutes.
- Map everything a large task touches before the agent writes a single line of code
- Order subtasks by dependency and risk so the agent cannot skip ahead or break a safe sequence
- Define automated verification checkpoints between subtasks — the agent self-checks before proceeding
- Specify the exact conditions that force a pause for human review, preventing runaway autonomous execution
- Works in any chat interface: paste as a system prompt in Claude, ChatGPT, Cursor, or Claude Code
- Reusable across projects — one system prompt installs decomposition-first behavior for any task
Prompt Customization Service — optional help adapting variables and output to your brand voice. Choose your tier at checkout (not tied to this prompt's price).
This pack is $7 on its own. Buying every pack separately costs $935. The Lifetime Bundle is $149 one-time — you save $786 (84% off) and unlock every future pack free.
Get the Lifetime Bundle — $149Paste the license key from your receipt. It must match this prompt pack.
What ships with your purchase
Prompt files
Plain Markdown files with `{{variables}}` you fill in, ready to paste into ChatGPT, Claude, or Gemini. No setup, no tooling required.
Usage guide
Variable reference, model compatibility, examples, and customization tips so you can adapt the pack to your brand voice.
Lifetime updates
When we improve the pack, you get the new version automatically. Email support included with every purchase.
Models tested: Claude, ChatGPT, Claude Code, Cursor.
The workflow inside this pack
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Scope Mapper
You describe the task; the agent reads the codebase and lists every component it will need to touch.
- Step 2 · optional
Subtask Sequencer
Feed the scope map output; the agent sequences subtasks so each one builds on a verified foundation.
- Step 3 · optional
Checkpoint Definition
You provide the subtask sequence; the agent defines a concrete checkpoint for each transition.
- Step 4 · optional
Stop Conditions
You describe your risk tolerance and deployment context; the agent defines stop conditions tailored to your setup.
Perpetual (lifetime) use license
Your one-time purchase includes an ongoing right to use this prompt pack with the AI tools and models you control for your own and your clients' work — not for resale or public redistribution of the files as a product.
We keep the copyright
The prompt files, guides, examples, and bundled assets stay our copyrighted works (or our licensors'). Payment grants the limited license in our Terms only — it does not transfer ownership.
Need help adapting this prompt to your team? Add Prompt Customization Service at checkout.