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intelligent-implementer

Coordinate multi-agent workflows for end-to-end coding tasks.

Updated Aug 27, 2026
Search Tags:#automation#planning#implementation#multi-agent#orchestration#code-review#pr-notifications
One-click install
npx skills add https://github.com/JoseAntonioNuevo/clawdbot --skill intelligent-implementer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: intelligent-implementer
Source: https://github.com/JoseAntonioNuevo/clawdbot/tree/main/skills/intelligent-implementer
Command: npx skills add https://github.com/JoseAntonioNuevo/clawdbot --skill intelligent-implementer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates planning, implementation, and review of coding tasks by coordinating specialized agents to deliver code changes, tests, and reviews.

Core Features & Use Cases

  • Orchestrates multi-agent workflows (Planner, Implementer, Reviewer) to execute tasks end-to-end.
  • Supports PR creation and notifications.
  • Enforces safety rules and role separation by delegating tasks to Claude Code, Kimi K2.5, GLM-4.7, and Codex.

Quick Start

Describe a task and let the orchestrator coordinate Claude Code, Kimi, GLM-4.7, and Codex to complete it from planning to PR.

Frequently Asked Questions about intelligent-implementer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate end-to-end coding tasks across multiple AI agents?▼

To automate end-to-end coding tasks, this skill orchestrates specialized agents to handle planning, implementation, testing, and reviews. It coordinates the workflow by delegating code writing while the orchestrator validates results and manages PR creation.

Can I use Claude Code and Codex in the same multi-agent workflow?▼

Yes, you can use Claude Code, Kimi K2.5, GLM-4.7, and Codex in the same workflow. The orchestrator safely delegates code writing tasks to these specialized agents while maintaining strict role separation.

What is multi-agent orchestration for software development?▼

Multi-agent orchestration coordinates distinct AI roles like Planner, Implementer, and Reviewer to execute coding projects. It enforces safety rules and role separation, ensuring specialized agents handle specific tasks while an orchestrator validates the overall results.

How do I set up automated PR creation and code reviews?▼

To set up automated PR creation and code reviews, describe your task and let the orchestrator coordinate the workflow. The system automatically plans the implementation, delegates coding, performs reviews, and generates pull request notifications.

Does multi-agent automated coding require YAML frontmatter metadata?▼

Yes, this multi-agent coding workflow relies on YAML frontmatter metadata to enforce role separation among agents. This metadata ensures safe execution by structuring how the orchestrator delegates tasks to specialized agents.

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