Product Idea Kill Filter

    2

    A ruthless 5-stage elimination filter to triage digital product ideas and kill weak concepts before you build them.

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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    product-idea-kill-filter

    Example session with this skill installed

    I want to build a Notion template for tracking plant watering. It's easy for me to make and looks great. I also have an idea for a Python script that automates invoice reconciliation for HVAC techs.

    • Read your context and instructions
    • Compiled the product-idea-kill-filter

    Product Idea Kill Filter

    IdeaVerdictMain ReasonConfidence
    Plant TrackerKillSaturated market, weak pain intensity.High
    HVAC InvoicesBuildStrong pain, clear buyer context, high utility.Medium

    Build This First: HVAC Invoice Automator.
    Why: Solves a specific, costly problem for a niche with high willingness to pay.

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

    What you get

    Eliminate low-demand product ideas before spending time on development.Identify and flag creator biases that lead to building unsellable tools.Rank multiple product concepts to identify the single best starting point.Analyze market differentiation to avoid launching into saturated categories.

    About this skill

    The problem

    Creators often waste weeks building digital products that nobody wants or that already saturate the market. Passion and ease of execution frequently mask weak buyer demand and poor market fit.

    What it does

    • Evaluates product ideas through a 5-stage elimination protocol covering pain intensity, market density, execution complexity, revenue potential, and creator fit.
    • Issues definitive verdicts: Kill, Park, or Build.
    • Identifies cognitive biases like Attachment Bias or Build Ease Bias that cloud commercial judgment.
    • Prioritizes multiple ideas to select a single "Build This First" winner based on commercial logic.
    • Provides specific diagnoses for failure points rather than generic encouragement.

    Frameworks & tools

    Optimized for digital products on platforms like PromptBase, Gumroad, Etsy, and Notion.

    Why this beats prompting it yourself

    Standard LLM prompts tend to be overly optimistic and "hallucinate" demand to please the user. This skill is hardcoded as an elimination system that forces every idea to earn its survival through strict scoring thresholds and kill triggers.

    Use cases

    • Triage a back-log of 5 to 10 scattered digital product ideas to find the most viable one.
    • Stress-test a single "high-conviction" idea to uncover hidden execution risks or market saturation.
    • Revised-drafting of a failed concept to see if repositioning moves the needle from Kill to Build.
    • Filtering AI tool concepts for execution complexity vs. potential revenue leverage.

    Known limitations

    This tool evaluates commercial logic and positioning, it cannot predict real-time market fluctuations or guarantee sales without user-provided data.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Fresh listing

    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 3 months ago

    • Passed all security checks, Safe to install

    Listed3 months ago

    What's inside

    Frequently Asked Questions