Bug report writer
Turns a messy customer complaint into a clean bug report.
What it does
- Pulls steps, device and account info
- Writes a clear report with expected and actual behavior
- Checks for duplicates
Your approval boundaries
Creates draftsThese actions always wait for your yes:
- Filing the ticket in the tracker
You decide what happens next.
More about this workflow
This setup is for support leads and small teams who answer customers every day. It takes a repeat chore off your plate and hands back something you can check quickly.
First, it pulls steps, device and account info. Next, it writes a clear report with expected and actual behavior. Finally, it checks for duplicates. It works with your help desk and issue tracker, each on its own login with limited access.
You get the prep work done and waiting for you. The agent stops and asks for your yes before filing the ticket in the tracker, and says plainly if a step cannot be undone.
Explore required tools and model recommendations
Tools and access
Zendesk
Handles the help desk part of this job. Grant a limited agent seat that writes internal notes.
API required: Yes. Needs an API token or OAuth client created by a Zendesk admin.
Linear
Handles the issue tracker part of this job. Grant read plus create in one triage team.
API required: Yes. Needs a personal API key or an OAuth app.
Official links only. Not sponsored, no affiliate links.
Model recommendations
Best pick
Claude Sonnet 5.5
Writes careful replies and reads long ticket threads.
$2 per million input tokens, $10 per million output tokens.
Anthropic docs as of October 11, 2026
Cheaper backup
Claude Haiku 5.5
Made for sorting and routing at high volume.
From $0.10 per million input tokens and from $0.50 per million output tokens.
Anthropic docs as of October 11, 2026
Our own picks. Not sponsored, no affiliate links.
Build your prompt
Add your details, then copy the prompt into your tool.
2Your prompt
3 of 3 still emptyYour answers stay in this browser only.
Run your workflow
Connect your tools with only the access this setup needs, then follow these steps.
Steps
Do these in order. Test on old data before it touches live work.
- 1Connect Zendesk with its own login, not yours. Grant a limited agent seat that writes internal notes.
- 2Connect Linear with its own login, not yours. Grant read plus create in one triage team.
- 3Paste the prompt where your harness takes instructions. See the note under the Copy button.
- 4Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
- 5Read its log after the first real run. Only widen access once a week of runs looks clean.
Safeguards and trust score
The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.
Writes drafts and notes inside your tools, nothing leaves on its own.
Waits for a yes on: filing the ticket in the tracker.
Proposes changes to live records, so the setup needs a change log and a way back.
Runs on its own login across 2 tools. Fewer connections means a smaller blast radius.
How to raise it
- Human approval: Add a second named stop next to "filing the ticket in the tracker", so every step that leaves your hands waits for a yes, and have the confirm say plainly what cannot be undone +3
- Undo and logs: Stop it from editing live records. Have it write the change as a proposal you apply, and keep a log of every change with a way to roll it back +3
- Scope: Run it on one tool only, with its own login that can see just what this job needs +2
Do all of these to reach 91, up from 83.
Want help getting there? Get an AI Trust Audit from Pixeldesigns
Reviewed by Trustcase (example setup). How scoring works
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[](https://trustcase.dev/use-cases/bug-report-writer)<a href="https://trustcase.dev/use-cases/bug-report-writer"><img src="https://trustcase.dev/badge/bug-report-writer.svg" alt="Trustcase trust score for Bug report writer" height="20"></a>More support workflows
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