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implement-sonnet

Implement approved plans into code and record results to impl-result.json using the Sonnet model.

Updated Jan 16, 2026
Search Tags:#testing#multi-ai#ai-coding#code-implementation#sonnet#plan-refinement
One-click install
npx skills add https://github.com/cskwork/llm-review --skill implement-sonnet
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: implement-sonnet
Source: https://github.com/cskwork/llm-review/tree/main/skill/implement-sonnet
Command: npx skills add https://github.com/cskwork/llm-review --skill implement-sonnet

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables end-to-end code implementation within a multi-AI pipeline by using the Sonnet model with full main context access to translate approved plans into working code.

Core Features & Use Cases

  • Plan-driven implementation: Reads and applies the plan from .task/plan-refined.json to produce the required code changes.
  • Context-aware coding: Maintains full main context access to ensure cohesive integration across modules and systems.
  • Validation & testing: Adds tests, runs validations, and records results to .task/impl-result.json for traceability.

Quick Start

Implement the approved plan in .task/plan-refined.json, write tests, and report results to .task/impl-result.json.

Frequently Asked Questions about implement-sonnet

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

FAQPage Schema
How do I automate code implementation from a refined plan file?▼

Automate code implementation by reading an approved plan from .task/plan-refined.json, modifying project files, adding tests, and writing validation results to .task/impl-result.json for traceability.

What is plan-driven code implementation in a multi-AI pipeline?▼

Plan-driven code implementation translates an approved plan into working code by maintaining full main context access, ensuring cohesive integration across modules while validating modifications within the project workspace.

How do I validate code changes and record test results in an automated workflow?▼

Validate code changes by running tests within your project workspace and recording the outcomes to .task/impl-result.json, ensuring full traceability of the implementation results.

Can I use the Sonnet model for context-aware code modification across modules?▼

Yes, the Sonnet model applies context-aware code modification by maintaining full main context access to ensure cohesive integration across multiple modules and systems.

Do I need an existing plan file to start automated code implementation?▼

Yes, you need an approved plan file located at .task/plan-refined.json to interpret requirements, respect prior reviews, and begin the end-to-end code modification process.

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