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feature

Orchestrate Test-Driven Development for new feature implementation with API contracts.

24|3|Updated Feb 22, 2026
Search Tags:#code quality#automation#testing#tdd#feature development#api design
One-click install
npx skills add https://github.com/Borda/.home --skill feature-borda
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: feature
Source: https://github.com/Borda/.home/tree/main/.claude/skills/feature
Command: npx skills add https://github.com/Borda/.home --skill feature-borda

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of developing new features using a Test-Driven Development (TDD) approach, ensuring code quality and adherence to best practices from the outset.

Core Features & Use Cases

  • TDD Orchestration: Guides the entire feature development lifecycle, from initial analysis to final review.
  • API Contract First: Prioritizes defining the feature's API through a failing demo use-case (doctest or script) before writing implementation code.
  • Iterative Implementation: Drives development through a loop of writing tests, implementing minimal code, and verifying against the full test suite.
  • Integrated Quality Gates: Includes mandatory steps for documentation, QA, linting, and code review.
  • Use Case: When adding a new predict_proba method to a machine learning model, this Skill ensures a clear API is defined via a doctest, the implementation passes that test and others, documentation is updated, and the code is linted and reviewed before merging.

Quick Start

Use the feature skill to add a batched predict() method to the Classifier, starting with a demo use-case doctest.

Frequently Asked Questions about feature

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

FAQPage Schema
How do I use TDD to develop a new feature from scratch?▼

Test-driven development for new features starts by analyzing scope and compatibility, defining an API contract via a failing demo doctest, then iterating through test-writing and minimal code implementation cycles.

What is an API contract-first approach in feature development?▼

An API contract-first approach establishes the feature's interface by writing a failing demo use-case doctest or test script before any implementation code, ensuring test-driven development drives the design.

How do I ensure code quality when adding new methods to an existing codebase?▼

Ensure code quality by orchestrating an iterative test-driven development loop that concludes with mandatory documentation updates, QA checks, linting, and a comprehensive code review pass.

Can I use this TDD workflow for adding machine learning methods like predict_proba?▼

Yes, this test-driven development workflow suits adding methods like predict_proba by defining the API via a doctest, implementing minimal code to pass tests, and running linting before merging.

What steps are included in an automated TDD feature lifecycle?▼

An automated TDD lifecycle includes initial purpose analysis, API contract creation via failing tests, iterative implementation, and final gates for documentation, QA, linting, and code review.

Does test-driven development work without external dependencies for new features?▼

Yes, this test-driven development workflow operates with no external dependencies, analyzing feature scope and compatibility internally before driving implementation through iterative test cycles.

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