implement — community implement, coffee-pool, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Perfect for Advanced AI Agents needing comprehensive content analysis and pipeline implementation capabilities. A pool game I vibecoded with claude code. Make coffee by smashing billiard balls together.

Loupax Loupax
[0]
[0]
Updated: 3/20/2026

Agent Capability Analysis

The implement skill by Loupax is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Perfect for Advanced AI Agents needing comprehensive content analysis and pipeline implementation capabilities.

Core Value

Empowers agents to orchestrate complex tasks by spawning subagents with specific roles, such as developers and QA testers, utilizing protocols like file paths and line numbers, and managing token budgets. It provides a structured pipeline for task implementation, including research, development, QA, and reporting, leveraging libraries and file formats like `barista.p8`.

↓ Capabilities Granted for implement

Automating code reviews with scoped implementation briefs
Generating developer reports with precise file paths and line numbers
Validating task implementations with PASS/FAIL verdicts and token impact analysis

! Prerequisites & Limits

  • Requires subagent spawning capability
  • Needs access to specific file paths and line numbers
  • Dependent on token budget management
Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

implement

Install implement, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly

Run the full implementation pipeline for the following task: $ARGUMENTS

Pipeline

Step 1 — Orchestrate (inline)

Research the task directly:

  • Read barista.p8 to understand current code state
  • Identify scope, affected systems (physics, scoring, UI, levels, state machine)
  • Produce a precise, scoped implementation brief
  • Consider token budget impact

Step 2 — Develop

Spawn an Agent with subagent_type: "developer" and a clear, scoped task prompt including exact file paths, line numbers, and instructions. Collect the developer's report: file paths, line numbers, assumptions, token impact.

Step 3 — QA

Spawn an Agent with subagent_type: "qa" and a review prompt describing what was changed and what to validate. Collect the verdict: PASS / FAIL / PASS WITH NOTES with findings.

Step 4 — Act on QA findings

  • If FAIL: send the developer back with specific fixes, then re-run QA
  • If PASS WITH NOTES: address notes or document them as follow-up
  • If PASS: report to the user — do not auto-commit

Step 5 — Report

Summarize the full pipeline result to the user:

  • What was changed and where
  • QA verdict and any findings
  • Token budget impact

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is implement?

Perfect for Advanced AI Agents needing comprehensive content analysis and pipeline implementation capabilities. A pool game I vibecoded with claude code. Make coffee by smashing billiard balls together.

How do I install implement?

Run the command: npx killer-skills add Loupax/coffee-pool. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for implement?

Key use cases include: Automating code reviews with scoped implementation briefs, Generating developer reports with precise file paths and line numbers, Validating task implementations with PASS/FAIL verdicts and token impact analysis.

Which IDEs are compatible with implement?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for implement?

Requires subagent spawning capability. Needs access to specific file paths and line numbers. Dependent on token budget management.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add Loupax/coffee-pool. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use implement immediately in the current project.

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