# Implement

> Import and adapt code from any source to your project with validation and testing

- Skill: `manastalukdar/implement` (Agent Skill)
- Install (CLI): `npx skillmds@latest add manastalukdar/implement`
- Raw SKILL.md: https://api.skillmd.com/api/skills/manastalukdar/implement/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: manastalukdar (https://skillmd.com/u/manastalukdar)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/manastalukdar/implement

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# Smart Implementation Engine

I'll intelligently implement features from any source - adapting them perfectly to your project's architecture while maintaining your code patterns and standards.

Arguments: `$ARGUMENTS` - URLs, paths, or descriptions of what to implement

## Token Optimization

**Expected range**: 800–3,000 tokens (initial), 200 tokens (cache hit)

**Caching**: Loads project patterns from `.claude/cache/understand/` for 7 days. Invalidated when project structure changes.

**Early exit**: Returns immediately if the requested feature is already implemented.

**Patterns used**: Grep-before-Read, early exit, caching, git diff scope default