A professional AI facilitator that transforms raw team feedback into structured sprint retrospective reports with actionable items and pattern tracking.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install afrexai-sprint-retro
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install afrexai-sprint-retro using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Sprint Retrospective Facilitator?
The Sprint Retrospective Facilitator is a specialized tool designed to solve the problem of vague and unproductive post-sprint meetings. By integrating this into your workflow via Openclaw Skills, teams can systematically collect input across four critical categories: successes, failures, confusion, and future experiments. The skill moves beyond simple list-making by grouping themes by impact and frequency, ensuring that the team focuses on the most critical improvements.
This skill provides a structured environment where engineering managers and scrum masters can ensure every retrospective results in clear ownership and measurable success criteria. It acts as a neutral third-party facilitator that keeps the team focused on data-driven process improvements rather than fluff, making it a cornerstone for teams utilizing Openclaw Skills to optimize their agile lifecycle.
Sprint Retrospective Facilitator Use Cases
- Running full end-of-sprint facilitation flows to identify blockers and wins.
- Converting raw, unorganized team feedback into structured Markdown reports.
- Comparing historical retrospective data to surface recurring organizational issues.
- Transitioning between different agile frameworks like 4Ls or Sailboat based on team needs.
- Assigning accountability by generating task tables with specific owners and deadlines.
How Sprint Retrospective Facilitator Works
- Feedback Collection: The agent gathers input from the team based on the chosen framework (e.g., Start/Stop/Continue).
- Thematic Analysis: It analyzes the feedback to group similar items and prioritize them by their impact on the project.
- Action Item Generation: The skill generates a specific table of action items, assigning owners and defining success metrics.
- Reporting: A comprehensive Markdown report is produced, ready for stakeholders or internal documentation.
- Pattern Recognition: The skill compares the current results against data from previous sprints to identify trends or stalled tasks.
Sprint Retrospective Facilitator Setup
To utilize this skill, ensure your agent environment is configured to access the Openclaw Skills repository. You can initiate the facilitator using standard natural language commands.
# Example of initiating a retro flow
openclaw run "Run a retrospective for Sprint 24"
Sprint Retrospective Facilitator Data Schema & Taxonomy
The skill organizes retrospective data into a standardized Markdown format to ensure consistency across the organization.
| Component | Description |
|---|---|
| Top Themes | A list of prioritized topics with frequency counts and impact levels (HIGH/MED/LOW). |
| Action Items Table | A structured table containing Task ID, Action, Owner, Due Date, and Success Criteria. |
| Pattern Analysis | A comparison section highlighting recurring issues or resolved improvements from past sprints. |
| Framework Metadata | Information on the specific framework used (e.g., DAKI, Mad/Sad/Glad). |
Sprint Retrospective Facilitator Advanced Features
- Support for multiple agile frameworks including 4Ls, Sailboat, DAKI, and Mad/Sad/Glad.
- Automated trend analysis that tracks the resolution of issues across a 3-sprint rolling window.
- High-impact theme prioritization to prevent the team from over-committing to too many action items.
- Stakeholder-ready report formatting for easy integration into project management wikis or documentation sites powered by Openclaw Skills.
SKILL.md
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