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Spec Driven Implement

Implementation system driven by task specs with LLM-as-Judge auto-verification, iterative repair, breakpoint resume, and human-in-the-loop checkpoints

AuthorNeoLabHQ
Version1.0.0
LicenseMIT
Token count~490
UpdatedJun 5, 2026

Install

Quick install

via npx skills · works with 57+ agents
npx skills add https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/sdd/skills/implement
Or pick agent:
npx skills add NeoLabHQ/context-engineering-kit --skill "Spec-Driven Implement" --agent claude-code
npx skills add NeoLabHQ/context-engineering-kit --skill "Spec-Driven Implement" --agent cursor
npx skills add NeoLabHQ/context-engineering-kit --skill "Spec-Driven Implement" --agent codex
npx skills add NeoLabHQ/context-engineering-kit --skill "Spec-Driven Implement" --agent opencode
npx skills add NeoLabHQ/context-engineering-kit --skill "Spec-Driven Implement" --agent github-copilot
npx skills add NeoLabHQ/context-engineering-kit --skill "Spec-Driven Implement" --agent windsurf
More install options

Shorthand — useful for multi-skill repos:

npx skills add NeoLabHQ/context-engineering-kit --skill "Spec-Driven Implement"

Manual — clone the repo and drop the folder into your agent's skills directory:

git clone https://github.com/NeoLabHQ/context-engineering-kit.git
cp -r context-engineering-kit/plugins/sdd/skills/implement ~/.claude/skills/
How to use: Once installed, ask your agent to "use the Spec-Driven Implement skill" or describe what you want (e.g. "Implementation system driven by task specs with LLM-as-Judge auto-verification,"). Requires Node.js 18+.

Spec-Driven Implement

Implementation system driven by task specs with LLM-as-Judge auto-verification, iterative repair, breakpoint resume, and human-in-the-loop checkpoints

What is it?

  • Read the task file ONCE (Phase 1 only)
  • Launch sub-agents via Task tool
  • Receive reports from sub-agents
  • Mark stages complete after judge confirmation
  • Aggregate results and report to user

How to use it?

Install this skill in your Claude environment to enhance spec-driven implement capabilities. Once installed, Claude will automatically apply the skill's guidelines when relevant tasks are detected. You can also explicitly invoke it by referencing its name in your prompts.

The full source and documentation is available on GitHub.

Key Features

  • Implementation system driven by task specs with LLM-as-Judge auto-verification, iterative repair, breakpoint resume, and human-in-the-loop checkpoints
  • Automated workflow execution for repetitive tasks
  • Seamless integration with Claude's development workflowView on GitHub

GitHub Stats

StarsForksLast UpdateAuthorNeoLabHQLicenseGPL-3.0Version1.0.0

Categories

Developer ToolsProductivity

Tags

implementationspec-drivenquality-gatesllm-as-judgeautomation

Features

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---

Source: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/sdd/skills/implement
Author: NeoLabHQ
License: https://www.gnu.org/licenses/gpl-3.0.html
GitHub Stars: 433
Tags: implementation, spec-driven, quality-gates, llm-as-judge, automation

SKILL.md source

---
name: Spec-Driven Implement
description: Implementation system driven by task specs with LLM-as-Judge auto-verification, iterative repair, breakpoint resume, and human-in-the-loop checkpoints
---

# Spec-Driven Implement

Implementation system driven by task specs with LLM-as-Judge auto-verification, iterative repair, breakpoint resume, and human-in-the-loop checkpoints

What is it?

* Read the task file ONCE (Phase 1 only)

* Launch sub-agents via Task tool

* Receive reports from sub-agents

* Mark stages complete after judge confirmation

* Aggregate results and report to user

## How to use it?
Install this skill in your Claude environment to enhance spec-driven implement capabilities. Once installed, Claude will automatically apply the skill's guidelines when relevant tasks are detected. You can also explicitly invoke it by referencing its name in your prompts.

The full source and documentation is available on GitHub.

## Key Features

* Implementation system driven by task specs with LLM-as-Judge auto-verification, iterative repair, breakpoint resume, and human-in-the-loop checkpoints
* Automated workflow execution for repetitive tasks
* Seamless integration with Claude's development workflowView on GitHub

### GitHub Stats
StarsForksLast UpdateAuthorNeoLabHQLicenseGPL-3.0Version1.0.0

### Categories
Developer ToolsProductivity

### Tags
implementationspec-drivenquality-gatesllm-as-judgeautomation

### Features

## Related Skills
More from Developer Tools

### n8n Workflow Skills
Enables AI assistants to directly understand and operate n8n workflows

194haunchenDeveloper ToolsProductivity00

### git-pushing
Automate git operations and repository interactions

350mhattingpeteDeveloper ToolsProductivity00

### review-implementing
Evaluate code implementation plans and align with specs

350mhattingpeteDeveloper ToolsProductivity00

---

**Source**: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/sdd/skills/implement
**Author**: NeoLabHQ
**License**: https://www.gnu.org/licenses/gpl-3.0.html
**GitHub Stars**: 433
**Tags**: implementation, spec-driven, quality-gates, llm-as-judge, automation

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