sam-create-feature

Automate feature delivery from requirement discovery to draft PR evidence.

1|Updated May 1, 2026

Search Tags:#workflow #tdd #requirements #code-analysis #automate #feature-delivery #pr-evidence

Ready to run

npx skills add https://github.com/samuelfaj/sam-skills --skill sam-create-feature

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sam-create-feature
Source: https://github.com/samuelfaj/sam-skills/tree/main/sam-create-feature
Command: npx skills add https://github.com/samuelfaj/sam-skills --skill sam-create-feature

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables an autonomous software feature-delivery workflow that discovers requirements, analyzes existing code and business rules, seeks user clarification for unresolved questions, implements with TDD, runs a review loop for validation, and produces draft PR/MR evidence.

Core Features & Use Cases

Autonomous requirement discovery and business-rule analysis aligned with repository conventions.
TDD-driven implementation with minimal, review-friendly diffs and thorough test coverage.
Draft PR/MR evidence generation including validation artifacts and traceability.

Quick Start

Provide a feature prompt and let the system perform discovery, implementation, validation, and PR evidence generation within the repository.

Frequently Asked Questions about sam-create-feature

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

FAQPage Schema

How do I automate feature delivery from requirements to PR evidence?▼

Automated feature delivery works by discovering requirements, analyzing existing code and business rules, implementing via TDD, validating through a six-perspective review loop, and generating draft PR/MR artifacts with traceability. You provide a feature prompt and the system handles discovery, implementation, validation, and PR evidence generation.

What is TDD-driven feature implementation with minimal diffs?▼

TDD-driven feature implementation with minimal diffs enforces test-first development, full test coverage, and safe, review-friendly code changes. It strictly adheres to project conventions through a six-perspective review loop, ensuring autonomous feature delivery maintains rigorous validation standards.

Can I automate requirement discovery and business-rule analysis in an existing repository?▼

Automating requirement discovery and business-rule analysis aligns with repository conventions by analyzing existing code and business rules directly within the repository. The system autonomously extracts requirements and seeks user clarification for unresolved questions during the discovery phase.

Does autonomous feature delivery work without external dependencies?▼

Autonomous feature delivery operates without external dependencies, requiring only a feature prompt to initiate the workflow. It performs discovery, TDD implementation, validation, and draft PR/MR evidence generation entirely within the repository context.

What's the best way to ensure full test coverage during feature implementation?▼

Ensuring full test coverage during feature implementation is best achieved through TDD rigor enforced by a six-perspective review loop. This approach validates minimal, safe diffs and strict adherence to project conventions while generating thorough test coverage artifacts.

When should I not use autonomous feature delivery workflows?▼

Autonomous feature delivery workflows may not suit projects requiring manual intervention for complex business rules or non-standard repository conventions. The system enforces minimal diffs and strict convention adherence, so contexts needing highly customized review processes outside typical software projects may face limitations.