AI PR CI-Gate Harness Agent Pack
Stop AI-generated PRs from slipping policy violations or scope creep into your codebase — a four-prompt harness that classifies risk, checks compliance, detects scope drift, and posts a structured approve/block decision to GitHub automatically.
A 4-step agentic workflow pack for coding built to run with Claude, ChatGPT, Claude Code, and Cursor. It drives an AI agent connected to GitHub and Slack (for example via MCP), and still works without them — paste the relevant data in when the prompt asks. Most buyers get a reviewable result in about 10 minutes.
- Classify every AI-authored diff by risk level and blast radius before merge
- Catch policy violations — forbidden files, secret leaks, dependency rules — automatically
- Surface scope creep and changes outside the stated task so reviewers act on facts
- Post a structured approve or block decision with evidence directly to the GitHub PR
- Notify the team on Slack when a PR is blocked, with a direct link to the gate output
- Requires GitHub and Slack connected to your agent via MCP or equivalent integration
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).
Tap a tool for its official setup guide. Connect them to your AI agent (for example via MCP), or paste the data in manually.
This pack is $10 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. Connected tools this pack drives: GitHub, Slack.
The workflow inside this pack
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Diff Risk Classifier
Feed in the PR reference and the agent reads the diff from GitHub, scoring each changed file by risk tier (critical / high / medium / low) and estimating blast radius.
- Step 2
Policy Compliance Check
Paste your repo policy rules and the diff; the agent checks each rule and marks it passed, failed, or not applicable.
- Step 3
Scope Creep Detector
Provide the original task description and the diff; the agent maps each changed file to the task and identifies additions that go beyond the declared work.
- Step 4
Gate Decision & Comment
Feed in the three prior reports; the agent produces a final gate decision (APPROVED / BLOCKED / NEEDS-REVIEW) with a human-readable summary of each finding.
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.