ai-first-engineering
Guidelines for AI-first engineering, focusing on agent-friendly architecture, testing, and behavior-based reviews.
Install
npx skills add https://github.com/affaan-m/everything-claude-code --skill ai-first-engineeringStats
| Total installs | 945 |
| Weekly installs | 943 |
| GitHub stars | 112.5K |
| First seen | Mar 5, 2026 |
| Source | @affaan-m/everything-claude-code |
Summary
- Emphasizes planning quality, evaluation coverage, and behavior-focused code review over traditional syntax checking and typing speed
- Requires agent-friendly architectures with explicit boundaries, stable contracts, typed interfaces, and deterministic tests to minimize implicit behavior
- Shifts review priorities to behavior regressions, security assumptions, data integrity, failure handling, and rollout safety
- Raises testing standards for generated code with required regression coverage, explicit edge-case assertions, and integration checks across interface boundaries
- Identifies key hiring signals: clean decomposition of ambiguous work, measurable acceptance criteria, high-signal prompts and evals, and risk control enforcement under delivery pressure
Tags
Related skills
| Skill | Installs | vs ai-first-engineering |
|---|---|---|
| agentic-engineering | 990 | +45 |
| baidu-search | 881 | -64 |
| peekaboo | 953 | +8 |
| faster-whisper | 886 | -59 |
| mcporter | 923 | -22 |
FAQ
- How many installs does ai-first-engineering have?
- ai-first-engineering has 945 total installs and 943 installs this week.
- Where is ai-first-engineering hosted?
- ai-first-engineering is published by @affaan-m/everything-claude-code at https://github.com/affaan-m/everything-claude-code.
- How many GitHub stars does ai-first-engineering have?
- ai-first-engineering has 112.5K GitHub stars.
- When was ai-first-engineering first indexed?
- OrangeBot.AI first indexed ai-first-engineering on Mar 5, 2026.
- How do I install ai-first-engineering?
- Run: npx skills add https://github.com/affaan-m/everything-claude-code --skill ai-first-engineering