What if the requirements for a task are incomplete?

The guardrails advise against mutating existing task descriptions; instead, you should create a new task to address the discovered requirements.

Can this skill handle multiple tasks simultaneously?

No, the skill is intentionally designed to focus on one task ID per session to ensure atomic changes and high code quality.

What happens if a baseline smoke test fails?

The workflow guardrails prevent implementation if the baseline is failing; you must resolve existing issues before starting a new feature.

How are commits formatted?

Commits use a standardized 'feat( ): [ ]' format to ensure a clean and searchable Git history.

Does it automatically document the changes?

Yes, it updates a current_task.md plan and appends a detailed entry to a progress.log file including commands run and commit hashes.

Atomic Feature Implementation

Name: Atomic Feature Implementation
Author: matthabermehl

bymatthabermehl

0•

Productivity & Workflow

Automates the end-to-end implementation, testing, and documentation of a single feature from a structured task list.

The Atomic Feature Implementation skill provides a rigorous, automated framework for Claude to execute tasks from a predefined .agent/feature_list.json file. It enforces a high-standard development lifecycle by requiring baseline smoke tests to pass before starting, creating a localized implementation plan, and running iterative test-fix loops. The skill ensures every change is validated through quality gates and end-to-end testing before automatically updating progress logs and committing changes with standardized Git messages, making it ideal for maintaining a high-velocity, auditable development workflow.

Key Features

01Enforced quality gates including smoke and E2E testing

020 GitHub stars

03Automated task selection and execution from JSON backlogs

04Standardized append-only progress logging

05Integrated debug-triage workflow for complex bottlenecks

06Automated Git commit generation with task-specific metadata

Use Cases

01Maintaining a transparent, auditable history of feature development

02Systematic execution of a project roadmap by AI agents

03Enforcing consistent testing and documentation standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add matthabermehl/generation-b-kids-books implement-one-feature

For use in Claude.ai and ChatGPT

Key Features

01Enforced quality gates including smoke and E2E testing

020 GitHub stars

03Automated task selection and execution from JSON backlogs

04Standardized append-only progress logging

05Integrated debug-triage workflow for complex bottlenecks

06Automated Git commit generation with task-specific metadata

Use Cases

01Maintaining a transparent, auditable history of feature development

02Systematic execution of a project roadmap by AI agents

03Enforcing consistent testing and documentation standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add matthabermehl/generation-b-kids-books implement-one-feature

For use in Claude.ai and ChatGPT