Optimize prompts for LLMs and AI systems. Use when building AI features, improving agent performance, or crafting system prompts.
75
security
htlin2222/15/2026
Security audits, vulnerability detection, and secure coding. Use for security reviews, auth implementation, or OWASP compliance.
70
AI 72
add-skill
htlin2222/6/2026
Create new Claude Code skills with proper structure. Use when user wants to add a skill, create a slash command, or automate a workflow. Fetches official docs and guides through skill creation.
70
AI 95
architect
htlin2222/6/2026
Design system architecture, APIs, and component interfaces. Use for architectural decisions and system design.
70
AI 90
context-report
htlin2222/6/2026
Analyze Claude Code context efficiency for current project. Invoke when evaluating session efficiency or optimizing Claude Code usage.
70
AI 85
debug
htlin2222/6/2026
Debug errors, test failures, and unexpected behavior with log analysis and correlation. Use when encountering issues, error messages, analyzing logs, or investigating production errors.
70
ma-fulltext-management
htlin2223/21/2026
Collect and manage full-text PDFs for included studies, track provenance, and prepare documents for extraction. Use when moving from screening to data extraction.
29
AI 85
ma-screening-quality
htlin2223/21/2026
Perform title and abstract screening, apply inclusion and exclusion criteria, and assess study quality or risk of bias. Use when selecting eligible studies for meta-analysis.
