AI Prompts
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This page contains AI prompts organized by workflow stages to support our Development Workflow and team processes.
Issue Management & Planning
Issue Readiness
Use this prompt to evaluate if an issue is ready for development, following our Issue Status Reference:
Evaluate this issue based on the following checklist and provide recommendations
### Core Requirements
- [ ] **Context**: Team/section identified with labels?
- [ ] **Problem**: Clear current vs desired state?
- [ ] **Action**: Next steps with checkboxes or clear options?
- [ ] **Links**: Parent epic/initiative referenced?
- [ ] **Specifics**: Exact component/table/index/config names provided where known?
### Discussion Issues Must Have
- [ ] **Questions**: Specific items needing input listed?
- [ ] **Stakeholders**: Tagged with reason for involvement?
- [ ] **Timeline**: Decision or action timeline indicated?
### Labels Present
- [ ] Category label (e.g., `Category:Cell`)
- [ ] Team/group label (e.g., `group::cells infrastructure`)
- [ ] Type label (e.g., `type::maintenance`)
### Communication
- [ ] Resources/documentation linked?
## Score
- **Ready**: 80%+ checked
- **Needs work**: 50-79% checked
- **Not ready**: <50% checked
Issue Update
Use this prompt for weekly issue updates as part of our Development Workflow:
Can you provide a status update for this issue by looking at issue discussion and MR progress to give a very concise summary of last 7 days activity. Include links.
Issue Summary on Close
Provide a concise summary to put in issue description upon close, include reference to any threads where research, discussion or data was referenced, create a summary table where appropriate
Development & Code Review
Manual Testing Plan Creation
This prompt helps create testing plans for merge requests. Usually requires refinement to specify the testing approach:
Create a manual testing plan for this merge request so I can run it myself.
Example refinement for specific scenarios:
Create a manual testing plan using grpcurl for the new protofiles that are added.
Code Review and Explanation
During code reviews, use this prompt to understand changes:
Why are the changes in file X needed? What are they doing?
Alternative prompt for more comprehensive analysis:
explain what these changes are doing, why they are necessary, and what other possible alternatives to the current approach are.
Documentation Updates
During merge requests, check if documentation needs updating:
Should I update any documentation anywhere?
Team Reporting & Communication
Weekly Epic Summaries
Use this prompt for generating status reports for our Team Meetings and grand review updates:
Using this markdown template write a summary for cells infrastructure this week using the most recent epic updates in cells infrastructure. Include links.
2025-xx-xx Update for Grand Review
:issue-blocked: Help Needed / Blockers
None this week
:closed_book: To Be Closed
None this week
:star2: Highlights
None this week
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