Clarify requirements before implementing. Use when requests have multiple interpretations or key details are unclear. Prevents wasted work on wrong assumptions.
5
AI 93
weekly-review
sunnypatneedi2/21/2026
Guide a comprehensive weekly reflection and planning session
5
AI 82
code-review
sunnypatneedi3/4/2026
Perform a thorough code review
5
AI 75
product-market-fit
sunnypatneedi1/23/2026
Measure and diagnose product-market fit using retention cohorts, user surveys, engagement metrics, and qualitative signals. Systematic framework for B2C, B2B SaaS, and marketplace products to understa...
5
AI 94
software-architecture
sunnypatneedi1/23/2026
Design scalable software systems with proven architectural patterns (MVC, microservices, event-driven), SOLID principles, system design trade-offs, and architectural decision records (ADRs).
5
AI 92
north-star-metrics
sunnypatneedi1/23/2026
Define and align organization around a single North Star Metric (NSM) that captures product value, drives growth, and focuses team efforts. Framework for choosing NSM by product type (social, marketpl...
5
AI 92
devops-cicd
sunnypatneedi1/23/2026
Build robust CI/CD pipelines with GitHub Actions, Docker containers, infrastructure as code, deployment strategies (blue-green, canary), and monitoring. Automate everything from commit to production.
5
AI 90
copywriter
sunnypatneedi1/23/2026
Master storytelling frameworks, video scripts (15s/30s/60s), social media captions, segment-specific messaging, and persuasive CTAs. Turn product features into emotional stories that convert across di...
5
AI 88
retention-engagement
sunnypatneedi1/23/2026
Build habit-forming products using Hook Model (trigger-action-reward-investment), cohort analysis, feature adoption tracking, and re-engagement strategies. Turn one-time users into daily/weekly active...
5
AI 88
productivity-gtd
sunnypatneedi1/23/2026
Master the Getting Things Done (GTD) methodology for stress-free productivity. Implement capture, clarify, organize, reflect, and engage workflows with contexts, projects, and weekly reviews.
5
AI 85
data-provenance
sunnypatneedi1/23/2026
Track data lineage and provenance from source to consumption. Use when auditing data flows,
debugging data quality issues, ensuring compliance (GDPR, SOX), or understanding data dependencies.
Covers l...
5
AI 84
database-schema
sunnypatneedi1/23/2026
Design a database schema
5
AI 72
pricing-analysis
sunnypatneedi1/23/2026
Analyze and recommend pricing strategy
5
AI 55
job-description
sunnypatneedi1/23/2026
Create a compelling job description
5
AI 50
systems-decompose
sunnypatneedi1/23/2026
Decompose a feature into system components before implementation
5
content-calendar
sunnypatneedi1/23/2026
Create a content calendar for the month
5
debug-help
sunnypatneedi1/23/2026
Help debug an issue systematically
5
sessionstellar
sunnypatneedi2/20/2026
Score AI orchestration sessions — extract signals, compute a 0-100 score across skill diversity, decision depth, error recovery, compound learning, and orchestration mastery. Works fully offline, no A...
