Builds a well-formed bug (defect) report from raw observation notes - fills in summary, environment, steps to reproduce, expected vs actual, and severity rationale - and validates that each field has the load-bearing content reviewers and engineers need to triage. Also converts a single test-failure record (JUnit XML, Allure JSON, pytest log, Playwright report) into a classified, ready-to-file bug spec, and provides the adversarial review checklist that gates a report before it enters the tracker (required fields, single-description title test, severity-priority independence, reproduction quality). Use when a stakeholder reports a problem informally, when a CI failure artefact needs to become a triageable report, or when a drafted report needs a pre-filing quality audit.
81
95%
Does it follow best practices?
Impact
80%
0.88xAverage score across 10 eval scenarios
High
Do not use without reviewing
The office manager at one of our mid-size customers emailed her account manager a list of things that are "broken" in the payroll portal. The account manager forwarded it to us with "can you get this into the tracker today, she's threatening to escalate".
The email is one block of prose covering what look like unrelated failures in different parts of the product, each described in the level of detail you would use with a colleague who already knows what you mean. Some of the pieces contradict each other on when the trouble started.
Engineering triage will not accept a single item that spans several unrelated areas — those get picked up by one owner, one piece gets fixed, and the rest disappear when the item closes. Whatever we hand over has to survive that.
reports/palewell-hr-intake.md.Out of scope: opening the tracker, investigating any of the failures, or writing a reply to the customer.
Extract the following files before beginning.
=============== FILE: inbox/forwarded-email.md =============== From: Rachel Okonjo r.okonjo@bramblewood-logistics.example To: accounts@palewell-hr.example Subject: Fwd: portal problems - need these sorted Date: 2026-08-13 16:48 (+01:00)
Hi Tom,
Sorry to pile on but a few things are going wrong at once and payroll runs Friday.
The main one is the export. When I download the payroll file for the finance team the year-to-date column just isn't there any more. It used to be there. The finance team can't reconcile without it and they've had to do last month by hand.
Also two of my team can't sign in at all — they put in their work email, it takes them off to the sign-in page, and then it just dumps them back at our login screen again. Round and round. Everyone else is fine. I've reset their passwords twice.
And the reports page takes forever now. It's been like this since Monday, though honestly it's never been quick since we came on board in June. I click into the headcount report and go make a coffee.
Can you get someone to look before Friday please.
Rachel
--- account manager's note ---
Bramblewood Logistics, ~180 employees, on the Standard plan. Rachel is the only admin. I didn't ask her anything else, sorry, I was on my way into a call. She's on Windows at the office, don't know about the two who can't sign in.