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    App MVP Scope Audit Skill

    1

    Audit app briefs to detect requirement gaps, prioritize MVP features, and define a testable first-build slice.

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    App MVP Scope Audit Skill

    App MVP Scope Audit Skill

    Example session with this skill installed

    Audit this brief for a peer-to-peer tool sharing app. Flag gaps, define the MVP, and identify P0 risks for the first build.

    • Read your context and instructions
    • Compiled the app mvp scope

    The brief for the peer-to-peer tool sharing app has been audited. While the core journey is clear, several critical gaps regarding insurance and payment security must be addressed.

    Audit Verdict: Needs Clarification

    The concept is viable, but the lack of data on liability and damage protection for shared equipment is a P0 blocker for a public release.

    Missing Information

    • Insurance/Liability: How are damaged tools handled? (Priority: P0)
    • Payment Processing: Is funds-escrow required? (Priority: P1)

    MVP vs Later

    • Must-Have: User registration, tool listing, geolocation search, and basic booking request flow.
    • Later: In-app chat, user reviews/ratings, and integrated delivery tracking.

    Rationale: The MVP must first prove users are willing to list and request items locally before adding social proof layers.

    P0–P2 Risk Register

    RiskPriorityImpactMitigation
    Tool Theft/DamageP0Loss of supply side trustRequire ID verification and security deposit
    Location PrivacyP1Personal safety concernsUse fuzzy geofencing for initial search results

    Recommended First Build Slice: The "Happy Path" Booking

    • Slice: List a single tool and receive a booking request.
    • Components: ToolForm, SearchList, RequestButton.

    Acceptance Criteria: A user can upload one photo/desc, and another user can trigger a "Request to Borrow" notification.

    Next steps

    1. Define the liability policy for damaged tools.
    2. Select a payment provider (Stripe/Adyen) for the security deposit hold.
    3. Approve the vertical slice for Sprint 1 development.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    This skill provides a rigorous audit of app briefs and product ideas before development begins. It stops scope creep by forcing a clear distinction between MVP must-haves and future enhancements. Instead of guessing when information is missing, the agent flags gaps in data ownership, authentication needs, and user journeys using specific evidence labels.

    What it does

    • Gap detection identifies missing, ambiguous, or contradictory requirements in the initial brief.
    • Evidence labeling categorizes every requirement as Explicit, Implied, Assumption, or Unknown to maintain technical honesty.
    • MVP prioritization separates essential core features from deferred items with clear rationale for each decision.
    • Risk assessment assigns P0 to P2 priorities to technical, UX, and security risks with specific mitigation strategies.
    • Vertical slicing defines the smallest testable build that proves the primary user value.

    How it works

    1. Provide the agent with an app brief, feature list, or product specification document.
    2. The agent reviews the text to extract core journeys, constraints, and success criteria.
    3. You receive a structured audit verdict highlighting blockers and missing information.
    4. Review the recommended first build slice and acceptance criteria to start development.

    Frameworks & tools

    This skill is platform-agnostic and works with any product documentation format, including Markdown, PDFs, or raw text briefs. It is designed for use during sprint zero or pre-development discovery phases.

    Why this beats prompting it yourself

    Standard prompts often "hallucinate" missing features to fill gaps, leading to scope creep. This skill is hardcoded to flag unknowns and demand clarification on critical path blockers like data ownership and integration dependencies.

    Use cases

    • Auditing a founder's rough idea before writing the first line of code.
    • Performing a risk review to identify P0 blockers in a product requirement document.
    • Stripping down a bloated feature list into a lean, testable MVP.
    • Preparing for a developer handoff by defining clear acceptance criteria and vertical slices.

    Known limitations

    Does not provide numerical cost estimates or specific architectural diagrams. Requires a baseline product concept to function.

    Does not provide cost estimates or architectural diagrams. Requires a baseline product concept to function.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    What's inside

    Frequently Asked Questions

    This skill prevents 'hallucinated' features by strictly labeling requirements as Explicit, Implied, or Unknown. It forces you to address technical gaps and data ownership early, ensuring your MVP is built on facts rather than assumptions.

    The skill is platform-agnostic and works with any LLM capable of processing text, PDFs, or Markdown. It is best utilized within your preferred AI agent environment during the discovery or 'Sprint Zero' phase of a project.

    You will receive the proprietary skill configuration, a set of instructions for deployment, and a template for the structured audit verdict. This includes the logic for the P0-P2 risk assessment and the vertical slicing framework.

    While it doesn't provide cost estimates, the skill identifies high-risk technical blockers and integration dependencies. By resolving these 'P0' risks before development, you significantly reduce the likelihood of expensive pivots or mid-build delays.

    No complex installation is required; simply import the skill configuration into your chosen AI agent platform. Once imported, you can immediately begin uploading briefs or pasting product descriptions for analysis.

    Absolutely. It is specifically designed to strip away 'feature bloat' by categorizing items into MVP must-haves versus deferred enhancements, providing a clear rationale for what should be in your first testable build.

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