Use when writing acceptance criteria for a task - express each as an observable Given/When/Then that QA can execute, including negative cases
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Use when capturing what a feature must do - write testable user-story requirements that state WHAT and WHY, never HOW, with assumptions made explicit
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A requirement is a promise about behavior, written so QA can later prove it and a developer can build it without guessing. The recurring failures are requirements that specify implementation (HOW), bundle several behaviors into one, or hide assumptions that later surface as defects.
Core principle: State WHAT and WHY. HOW belongs to the architect and developers.
description and acceptance_criteria state WHAT and WHY: "Users can export tasks to CSV" — not "add a /export endpoint using library X." Endpoints, files and tables belong only in technical_description, only once verified with code tools (get_repo_tree, codebase_search/grep_code), and only for small direct tasks you write yourself. A criterion may name an endpoint only when the API itself is the product surface (see acceptance-criteria-gwt's API-surface example) — not as a stand-in for what a user sees.description/acceptance_criteria. Naming a datastore, framework, or endpoint there is an architect/dev decision leaking in, even though the same name is correct in technical_description.❌ "Add a Redis cache to the task list endpoint so it's fast."
(HOW — names the tech; "fast" is untestable)
✅ Story: As a project member, I want the task list to load quickly,
so that I can scan my board without waiting.
Context: boards with 500+ tasks feel sluggish today.
Constraint: list renders < 500ms at p95 for 1000 tasks.
Assumption: 1000 tasks is the realistic upper bound per project.
The architect chooses caching vs indexing vs pagination — the requirement fixes only the outcome and the bound.
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Use when writing acceptance criteria for a task - express each as an observable Given/When/Then that QA can execute, including negative cases
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Use when the diff adds or changes an endpoint, resolver, RPC, job or query that takes an object id, a role check, a request binding or a tenant filter - BOLA/IDOR, function-level authorization, mass assignment and tenant scoping
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Use on every UI change - semantic HTML, labels for controls, keyboard-navigable dialogs/menus, visible focus, and never color as the only signal
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Use when a task changes any screen, form, dialog, menu or control - Lighthouse/axe scan of the changed screens, a keyboard walk, and the thresholds that fail a task
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How to work a task returned with review, QA or UAT findings. Use when a task is in need_revision or PR review comments are in your context.
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Use when the repository keeps its alerting in code, or a person asks for alerts outside TaskTrooper - PrometheusRule YAML, a Cloud Monitoring alert policy in Terraform, a Datadog monitor, each routed to TaskTrooper's alert ingest URL so it opens an incident here
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