Sprint Planner

    2

    Automatically decompose complex epics into structured sprint tasks with story points, AC, and dependency maps.

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    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+21 more

    sprint-planner

    Example session with this skill installed

    plan the development of a user authentication system with jwt support and a underlying database schema

    • Read your context and instructions
    • Compiled the sprint-planner

    Sprint 1 — Foundation (12 pts)

    T01 — Design User Schema

    • Role: backend | Points: 2 | Deps: []
    • AC: SQL migrations written, ERD reviewed.

    T02 — Implement JWT Auth

    • Role: backend | Points: 3 | Deps: [T01]
    • AC: Returns 201 on success, 401 on invalid login, tokens rotate.

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    About this skill

    What it does

    The Sprint Planner skill transforms high-level feature requests and epics into meticulously organized, execution-ready sprint plans. It takes a simple description—like "build a payment gateway integration"—and decomposes it into atomic, actionable tasks complete with story points, acceptance criteria, developer roles, and dependency mapping.

    Why use this skill

    Estimating and breaking down work is one of the most time-consuming parts of the SDLC. While a standard LLM might give you a generic list of steps, this skill uses a structured Fibonacci story point rubric and industry-standard velocity calculations to build a realistic timeline. It ensures backend, frontend, and DevOps tasks are sequenced correctly so your team avoids blockers. The output is a professional SPRINT_PLAN.md file that can be immediately committed to your repo or pasted into Jira/Linear.

    Supported Outcomes

    • Atomic Task Breakdown: Ensures every task is small enough for one dev to finish in 1-3 days.
    • Dependency Logic: Guarantees foundation tasks (like data modeling) happen before UI implementation.
    • Automatic Estimation: Assigns points based on complexity and risk, flagging items that need further refinement.
    • Team Assignment: Categorizes work by role (Frontend, Backend, Fullstack, DevOps) for easier resource planning.

    • Best for software projects; less effective for physical manufacturing or marketing.
    • Does not sync directly with Jira/Linear APIs; requires manual copy-paste or file upload.

    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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    Listed7 months ago

    What's inside

    Frequently Asked Questions

    The skill takes high-level epics or feature descriptions and breaks them down into atomic tasks with assigned story points, specific acceptance criteria, and a logical dependency sequence to prevent development bottlenecks.

    Absolutely. The skill is designed to generate a SPRINT_PLAN.md file that follows industry standards, making it easy to copy-paste or import directly into tools like Jira, Linear, or Trello.

    Yes, the skill uses a standardized Fibonacci-based rubric (1, 2, 3, 5, 8, 13) to estimate complexity and identifies critical-path dependencies to ensure backend foundations are built before frontend integration begins.

    The Sprint Planner is compatible with most major AI agent platforms and orchestration frameworks that support Markdown output; simply add it to your agent's toolkit following the provided integration guide.

    Upon purchase, you receive the full skill logic ready for deployment, documentation on how to configure your team's specific velocity, and lifetime access to any future logic updates or schema improvements.

    While the skill uses a balanced default for agile teams, you can provide context about your team's seniority or tech stack during the initial setup to ensure the task breakdowns align with your specific workflow.

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