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    Business Analyst

    1

    Converts product visions into rigorous, stack-agnostic requirements and prioritized P0 user stories.

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    Business Analyst

    Business Analyst

    Example session with this skill installed

    Turn the vision in ./brief.txt into requirements for a 'TaskFlow' mobile app. The slice goal is to allow users to create and complete a task locally. Hosting is undecided.

    • Read your context and instructions
    • Compiled the business analyst

    I have analyzed the vision for TaskFlow and generated the requirements contract. I identified two architecture-blocking questions regarding data persistence that must be resolved before the architect can proceed.

    docs/requirements.md

    Product Name: TaskFlow
    Slice Goal: Allow users to create and complete a task locally.
    Has UI: Yes
    Hosting: Undecided
    Status: BLOCKED

    Executive Summary

    TaskFlow is a focused productivity tool for individual task management. This initial slice covers the core lifecycle of a task—creation and completion—residing entirely on the user's local device.

    Personas

    Alex (The Freelancer): Needs to quickly offload tasks to clear mental space. Goal: zero-friction entry. Pain: losing focus due to complex menus.

    Stories

    • P0: As Alex, I want to record a task title so that I don't forget it.
    • P0: As Alex, I want to mark a task as done so that it is removed from my active view.
    • P1: As Alex, I want to edit a task title to correct typos.

    Functional Requirements

    • FR-001: The system shall save a task string of up to 256 characters.
    • FR-002: The system shall toggle the 'completed' state of any existing task.
    • FR-003: Task retrieval from local storage must occur in under 200ms.

    Acceptance Criteria

    • AC-P0-01: Given a blank input, when the user types "Buy milk" and hits save, Then the list displays "Buy milk".

    AC-P0-02: Given an active task, when the user clicks the checkbox, Then the task style changes to strikethrough and it moves to 'Done'.

    Out of Scope

    • Cloud synchronization.
    • User accounts and authentication.
    • Categorization or tagging.

    Open Questions

    QuestionWhy it mattersBlocking?
    Where is local data stored?Determines if we need a local DB vs file system.YES
    Should data persist after app close?Impacts durability requirements.YES

    Residual
    Implemented: no
    Stack: not chosen

    Next steps

    1. Resolve the blocking questions regarding local data persistence.
    2. Provide the updated brief to the Business Analyst.
    3. Call the software-architect skill once status is 'ready'.

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    About this skill

    The problem

    Vague product visions and fuzzy scope lead to architectural bloat and developer frustration. When requirements lack testable boundaries, teams waste time building features that are not mission-critical or are technically undefined.

    What it does

    • Interrogates product visions to extract testable claims and identify ambiguous language.
    • Defines targeted user personas and maps them to prioritized user stories (P0 to P2).
    • Generates functional and non-functional requirements with strict, measurable criteria.
    • Identifies architecture-blocking open questions and explicitly defines out-of-scope boundaries.
    • Produces a standardized requirements.md contract file to gate downstream development.

    Why this beats prompting it yourself

    Generic prompts often hallucinate technical stacks or agree with fuzzy logic to appear helpful. This skill enforces a rigorous interrogation phase, refuses to "solutionize" with specific frameworks, and intentionally halts the workflow if critical architecture-blocking information is missing.

    Use cases

    • Transforming raw stakeholder notes into a developer-ready requirements document.
    • Triaging a massive feature list into a lean P0 slice for an initial build.
    • Auditing a product brief for hidden technical risks and unstated assumptions.
    • Creating a source-of-truth contract before initiating UI design or system architecture.

    Known limitations

    Does not provide UI wireframes, architectural diagrams, or technology recommendations. Requires a pre-defined vision and slice goal to function.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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