Flaky Test Detection Harness Agent Pack
Detect, root-cause, and quarantine flaky tests across your CI pipeline — then automatically create tracked fix issues so unreliable tests stop blocking good changes. Requires GitHub, Jira, and Slack connected to your agent.
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, Jira, 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 15 minutes.
- Surface nondeterministic test failures from CI history before they erode team trust in the pipeline
- Get structured root-cause hypotheses — timing races, shared state, order dependencies — ranked by likelihood
- Receive a clear quarantine vs fix recommendation with rationale for each identified flaky test
- Automatically create and assign tracked fix issues in Jira so nothing falls through the cracks
- Notify the owning team in Slack the moment a test is quarantined so they can act without waiting for retros
- Degrade gracefully to paste-in mode when tools are unavailable — no silent failures
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, Jira, Slack.
The workflow inside this pack
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Flake Pattern Detector
Connect your GitHub CI history and get a ranked list of flaky tests: test name, service, failure rate, and the run IDs where it failed nondeterministically.
- Step 2 · optional
Root-Cause Hypothesis
Paste a flaky test's failure logs and get 2–4 ranked root-cause hypotheses, each with supporting evidence, a confidence level, and a suggested diagnostic step.
- Step 3 · optional
Quarantine Decision
Provide a flaky test's failure rate, root-cause hypotheses, and business context and receive a quarantine vs fix recommendation with rationale and a suggested resolution deadline.
- Step 4 · optional
Tracking Issue Creator
Feed in the quarantine decisions and get Jira issues created, labelled, and assigned — plus a Slack notification sent to the owning team channel with the issue link.
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.