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AI First Engineering skill

Engineering operating model for teams where AI agents generate a large share of implementation output. Use when setting team process, review gates, or ownership rules for a codebase largely written by agents.

$npx skills add affaan-m/ECC --skill ai-first-engineering
GitHub stars
300,768
Pack installs
1.7M
Alyn Score
84/99
Updated
2 days ago
License
MIT
Coding AI engineering

Install AI First Engineering

Pick your agent. Every command is ready to paste.

$npx skills add affaan-m/ECC --skill ai-first-engineering

The open skills CLI detects your agents (Claude Code, Cursor, Codex and 70+ more) and installs to the right folder. Add -g to install globally.

01

Install it

Run the command above, or upload the folder in Claude.

02

Ask naturally

Describe the task. Your agent loads ai-first-engineering when the request matches its description.

03

Name it if needed

If it does not trigger, say “use the ai-first-engineering skill”. In Codex, type $ai-first-engineering.

The skill itself

SKILL.md

GitHub

AI-First Engineering

Use this skill when designing process, reviews, and architecture for teams shipping with AI-assisted code generation.

Process Shifts

  1. Planning quality matters more than typing speed.
  2. Eval coverage matters more than anecdotal confidence.
  3. Review focus shifts from syntax to system behavior.

Architecture Requirements

Prefer architectures that are agent-friendly:

  • explicit boundaries
  • stable contracts
  • typed interfaces
  • deterministic tests

Avoid implicit behavior spread across hidden conventions.

Code Review in AI-First Teams

Review for:

  • behavior regressions
  • security assumptions
  • data integrity
  • failure handling
  • rollout safety

Minimize time spent on style issues already covered by automation.

Hiring and Evaluation Signals

Strong AI-first engineers:

  • decompose ambiguous work cleanly
  • define measurable acceptance criteria
  • produce high-signal prompts and evals
  • enforce risk controls under delivery pressure

Testing Standard

Raise testing bar for generated code:

  • required regression coverage for touched domains
  • explicit edge-case assertions
  • integration checks for interface boundaries

Tips for AI First Engineering

  • • Start a fresh session after installing so your agent picks up the new skill.
  • • It is part of a pack with 40 skills. Install only the ones you need with --skill to keep triggers precise.
  • • If two skills overlap, mention the one you want by name.

Questions about AI First Engineering

What does the AI First Engineering skill do?

Engineering operating model for teams where AI agents generate a large share of implementation output. Use when setting team process, review gates, or ownership rules for a codebase largely written by agents.

How do I install AI First Engineering?

Run "npx skills add affaan-m/ECC --skill ai-first-engineering" in your project. The skills CLI installs it for Claude Code, Cursor, Codex and 70+ other agents. In Claude on the web, upload the skill folder as a ZIP under Customize > Skills.

Does AI First Engineering work in Cursor and Codex?

Yes. AI First Engineering uses the open SKILL.md format, so it works in Claude Code, Claude, Cursor, OpenAI Codex, Gemini CLI, GitHub Copilot and other agents that support agent skills.

Is AI First Engineering free?

AI First Engineering is open source on GitHub under the MIT license. It is free to install; check the license before commercial use.

Who made AI First Engineering?

AI First Engineering is published by affaan-m in the affaan-m/ECC repository, together with 39 other skills.

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