implementation-runner — implementation-runner install implementation-runner, moon-bot, community, implementation-runner install, ide skills, automated implementation for AI agents, analysisContext implementation, repo data implementation, Claude Code, Cursor, Windsurf

Name: implementation-runner
Availability: InStock
Author: munlucky

v1.0.0

Ideal for Development Agents requiring automated implementation and change management capabilities. implementation-runner is a skill that automates the implementation process for AI agents, using inputs like analysisContext and repo data to define and record changes

Checks requirements and context using analysisContext.request.userMessage

Defines change scope and implements changes based on analysisContext.decisions.skillChain

Records changed files and key change summary in repo.changedFiles

Updates implementation completion in analysisContext

Utilizes repo.openFiles and analysisContext.artifacts.contextDocPath for context-aware implementation

# Core Topics

implementation-runner install automated implementation for AI agents analysisContext implementation repo data implementation

munlucky

[0]

Updated: 3/8/2026

GitHub

Agent Capability Analysis

The implementation-runner skill by munlucky 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. Optimized for implementation-runner install, automated implementation for AI agents, analysisContext implementation.

Ideal Agent Persona

Ideal for Development Agents requiring automated implementation and change management capabilities.

Core Value

Empowers agents to streamline implementation processes by checking requirements, defining change scope, and recording changes, utilizing context from user messages, skill chains, and repository files, while updating implementation completion in analysisContext.

↓ Capabilities Granted for implementation-runner

Automating implementation for AI agent integrations

Defining and managing change scope for repository updates

Recording and tracking changes to repository files

! Prerequisites & Limits

Requires access to analysisContext and repository files
Dependent on userMessage and skillChain inputs

Labs Demo

Browser Sandbox Environment

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Boot Container Sandbox

implementation-runner

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

SKILL.md

Readonly

Implementation Runner

Inputs

analysisContext.request.userMessage
analysisContext.decisions.skillChain
analysisContext.repo.openFiles
analysisContext.artifacts.contextDocPath (if present)

Procedure

Check requirements and context.
Define change scope and implement.
Record changed files and key change summary.
Update implementation completion in analysisContext.

Output (patch)

yaml
1signals.implementationComplete: true
2repo.changedFiles:
3  - src/...
4notes:
5  - "implementation: complete, changed_files=3"

Rules

Do not call other skills/subagents.
If failed or deferred, record the reason in notes.

FAQ & Installation Steps

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

? Frequently Asked Questions

What is implementation-runner?

How do I install implementation-runner?

Run the command: npx killer-skills add munlucky/moon-bot/implementation-runner. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for implementation-runner?

Key use cases include: Automating implementation for AI agent integrations, Defining and managing change scope for repository updates, Recording and tracking changes to repository files.

Which IDEs are compatible with implementation-runner?

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 implementation-runner?

Requires access to analysisContext and repository files. Dependent on userMessage and skillChain inputs.

↓ How To Install

1. Open your terminal

Open the terminal or command line in your project directory.
2. Run the install command

Run: npx killer-skills add munlucky/moon-bot/implementation-runner. The CLI will automatically detect your IDE or AI agent and configure the skill.
3. Start using the skill

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

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