# AI Implement

> Implement a piece of work based on a spec or set of tickets.

- Skill: `cristiano-pacheco/ai-implement` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add cristiano-pacheco/ai-implement`
- Raw SKILL.md: https://api.skillmd.com/api/skills/cristiano-pacheco/ai-implement/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: cristiano-pacheco (https://skillmd.com/u/cristiano-pacheco)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/cristiano-pacheco/ai-implement

---


Implement the work described by the user in the spec or tickets.

## Tracker tickets

When the work comes from an issue-tracker ticket, the ticket file tracks the work end to end. 
Follow the repo's issue-tracker doc (`docs/agents/issue-tracker.md`, "Implementation ticket lifecycle")

## Review and commit

Run typechecking (make lint) regularly, single test files regularly, and the full test suite once at the end.

Once done, use /ai-review-changes skill to review the work.

Commit your work to the current branch.