Afrexai Sprint Planner

What This Skill Does

Afrexai Sprint Planner is an advanced agile orchestration tool designed to strip away the bureaucracy of project management. It transforms messy, unstructured backlogs into rigorous, data-backed execution plans. By utilizing the RICE (Reach, Impact, Confidence, Effort) prioritization framework and strict capacity math, it ensures that your team commits only to what is actually feasible within a sprint cycle. The skill handles everything from calculating team bandwidth—applying a realistic 0.7 focus factor—to setting concrete success criteria and establishing an async-friendly standup cadence. It acts as an agile coach, actively identifying anti-patterns like scope creep and high carry-over to keep your team velocity high and your output consistent.

Installation

To integrate the Afrexai Sprint Planner into your OpenClaw environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/1kalin/afrexai-sprint-planner Ensure you have the latest version of OpenClaw installed to maintain compatibility with the plugin's metadata requirements.

Use Cases

• Startup Engineering Teams: Perfect for lean teams needing to ship fast without the bloat of traditional Jira-style project management.
• Product Managers: Use this to objectively rank backlog items against business goals rather than emotional priority.
• Remote Async Teams: Deploy the daily standup templates to move from time-wasting meetings to actionable, output-oriented status updates.
• Project Rescue: If a project is constantly missing deadlines, use the capacity calculation logic to right-size the team's goals.

Example Prompts

1. "Plan a 2-week sprint for our mobile app launch. We have 4 engineers, each available for 8 days. Here is our backlog: [paste list]. Ensure a 20% buffer for technical debt."
2. "Review the current sprint backlog: [list]. Use the RICE score to prioritize the top 5 features and generate a plan that fits a team of 3 developers with a 0.7 focus factor."
3. "Help me create a sprint plan for a 1-week refactoring project. We have 2 seniors available for 5 days. Focus on critical bugs first, and please include a template for our daily standups."

Tips & Limitations

• Focus Factor: The 0.7 constant is a hard limit. Do not adjust it upward; it accounts for the 'invisible' work like emails, meetings, and context switching that often kills team velocity.
• RICE Integrity: Be honest with your 'Confidence' scores. If the score is low, your effort estimate might be off.
• Scope Creep: If the agent flags scope changes, treat it as a critical warning. The model excels at catching mid-sprint churn that leads to burnout.
• Limitation: The skill is designed for agile delivery. It is not suitable for waterfall projects or rigid, multi-month roadmap tracking without constant refactoring of the sprint scope.