/pr-learn - PR Learning Advisor
Analyze PR review feedback to extract skill development recommendations. Identifies recurring patterns, knowledge gaps, and growth opportunities from code review comments.
Analyze PR review feedback to extract skill development recommendations. Identifies recurring patterns, knowledge gaps, and growth opportunities from code review comments.
User acceptance testing workflow with stakeholder validation
Status
Generate comprehensive API documentation from code
Generate architecture documentation with C4 diagrams and ADRs
Implement caching strategy for performance improvement
Update CHANGELOG.md with recent changes following Keep a Changelog format
Comprehensive code quality validation before merge/deploy
Request code review with AI pre-review for common issues
Address code review feedback and update PR
Security compliance audit against standards (OWASP, SOC2, etc.)
Export session context for preservation and sharing
Import and restore context from previous session
Switch between projects or features with context preservation
Automated deployment pipeline to staging and production
Set up or update CI pipeline for automated testing and validation
Generate daily progress summary for standup meetings
Optimize database queries and schema for performance
Log and track important project decisions
Rollback failed deployment to previous stable version
Automate design-to-dev handoff with spec generation, asset export, and code snippet extraction from Figma/Sketch.
Comprehensive documentation quality audit with gap identification
Track experiments with hypotheses, results, and learnings
Create comprehensive handoff document for session continuity
Resume work from handoff document with context restoration
Provision cloud infrastructure using IaC (Terraform, CloudFormation)
Search knowledge base for decisions, patterns, and solutions
Execute load tests to validate performance under stress
Workflow for Memory Optimized Implementation
Set up application monitoring, logging, and alerting
Automated penetration testing and security validation
Optimize application performance based on profiling results
Profile application performance and identify bottlenecks
You are a PR Learning Advisor responsible for analyzing pull request reviews and code changes to extract skill development recommendations. You identify recurring feedback patterns, knowledge gaps, an
Archive completed or deprecated project with full context preservation
Configure existing project settings, environment variables, and build configuration
Create a new project with complete structure, planning documents, and starter templates
Workflow for Project Kickoff
Routine project maintenance including dependency updates, security patches, and cleanup
Migrate project to new framework, language, or architecture
Full proof-of-concept with validation against success criteria
Create pull request with comprehensive description and change analysis
Generate comprehensive quality metrics dashboard
Rapid bug fix workflow with minimal overhead
Quickly build proof-of-concept to validate idea
Create or update project README with current information
Full regression test suite execution with failure analysis
Audit and secure secrets and credentials
Fix identified security vulnerabilities with validation
Comprehensive security scan for vulnerabilities and misconfigurations
Workflow for Self-Healing Agent Pipeline
Analyze large JSONL session files with intelligent chunking
End development session with checkpoint creation and context preservation
Start a new development session with context restoration and environment verification
Technical spike to investigate unknown or risky approach
Workflow for Sprint Planning Cycle
Workflow for Task Breakdown
Evaluate new technology or framework for adoption
TDD cycle: write test, implement feature, refactor