implement

Execute development plans by parsing specs, implementing tasks, and running validation suites.

Updated Mar 9, 2026

Search Tags:#testing #code generation #validation #implementation #development plan #coding

Ready to run

npx skills add https://github.com/justinpbarnett/claude --skill implement-justinpbarnett

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: implement
Source: https://github.com/justinpbarnett/claude/tree/main/skills/implement
Command: npx skills add https://github.com/justinpbarnett/claude --skill implement-justinpbarnett

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the execution of development plans, ensuring code is written, validated, and reported against specifications, reducing manual oversight and errors.

Core Features & Use Cases

Plan Execution: Reads and implements tasks from spec files or inline text.
Drift Detection: Verifies plan relevance against the current codebase before coding.
Automated Validation: Runs test suites and attempts fixes for failures.
Use Case: When you have a detailed feature specification, use this Skill to have the AI write the code, run the tests, and provide a summary of changes.

Quick Start

Use the implement skill to execute the plan found in the file 'specs/feat-user-auth.md'.

Frequently Asked Questions about implement

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

FAQPage Schema

How do I automate code implementation from a development plan?▼

Automating code implementation from a development plan involves parsing specifications and executing tasks sequentially. This process handles writing the code, running validation suites, and reporting changes to reduce manual oversight and errors.

What is drift detection in software development plans?▼

Drift detection in software development plans verifies a plan's relevance against the current codebase before coding begins. It ensures the planned implementation tasks are still accurate and applicable to the existing project state.

How do I execute tasks from a spec file and run tests automatically?▼

Executing tasks from a spec file and running tests automatically requires a tool that reads specifications and implements tasks sequentially. The system runs validation suites after coding and attempts automated fixes for any test failures encountered.

Can I use automated implementation for inline text specifications?▼

Automated implementation supports both spec files and inline text specifications. It parses the provided text to execute development tasks sequentially, performing compilation checks and test execution just as it would for file-based plans.

What is the best way to handle test failures during automated code generation?▼

Handling test failures during automated code generation involves running validation suites and automatically attempting fixes. When a test failure occurs, the system analyzes the error and modifies the generated code to resolve the issue.

Does automated plan execution provide a summary of code changes?▼

Automated plan execution provides a summary of code changes after completing the implementation tasks. It reports the modifications made against the original specifications, ensuring full visibility into what was written and validated.