manastalukdar/ai-devstudio

implement

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

First seen Feb 21, 2026

Installation

$ npx skills add manastalukdar/ai-devstudio --skill implement

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 1
License LICENSE
Default branch main
Open issues 0
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents claude-code

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 814 B
  • docs SUMMARY.md 98 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 5 installs

SKILL.md

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