skills.rest
chriswch
chriswchCOMMUNITY
Explore all skills by this author β†’
GitHub

rapid-implementing

Translate a Story-Level Behavioral Spec into production code without adding new tests.

2|Updated Jan 28, 2026
Search Tags:#workflow-automation#production-code#acceptance-criteria#rapid-implementation#behavioral-spec#forge-workflow#tdd-free
One-click install
npx skills add https://github.com/chriswch/praxis --skill rapid-implementing
Or copy as Structured Prompt for Agentβ–Ό
Please help me install this Agent Skill.
Skill: rapid-implementing
Source: https://github.com/chriswch/praxis/tree/main/skills/rapid-implementing
Command: npx skills add https://github.com/chriswch/praxis --skill rapid-implementing

SYSTEM DOCUMENTATION & REQUIREMENTS

πŸ’‘ This Skill includes references (resource) components.

What problem does it solve?

Rapid Implementation streamlines turning a Story-Level Behavioral Spec into production-ready code without a separate test-driven loop, enabling faster delivery of validated behavior.

Core Features & Use Cases

  • Translates a Story-Level Behavioral Spec into working production code that addresses acceptance criteria without writing new tests.
  • Supports Forge workflow triggers and fast-delivery scenarios where speed is prioritized.
  • Provides structured artifacts including an implementation.md and a results JSON to communicate outcomes.

Quick Start

Provide the Story-Level Behavioral Spec (and optional design sketch) to begin rapid implementation and track progress with the AC checklist.

Frequently Asked Questions about rapid-implementing

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

FAQPage Schema
How do I translate a behavioral spec into production code without writing new tests?β–Ό

This approach skips the test-driven loop by translating a Story-Level Behavioral Spec into working production code, delivering fast implementations that address each acceptance criterion directly.

What is rapid implementation in a Forge workflow?β–Ό

Rapid implementation in a Forge workflow turns a Story-Level Behavioral Spec into production-ready code, prioritizing fast delivery over a separate test-driven development loop.

How do I generate production-ready code from acceptance criteria quickly?β–Ό

Generate production-ready code by feeding a Story-Level Behavioral Spec into the workflow, which produces an implementation.md with an AC checklist and a results JSON containing the outcome code.

Can I automate code generation for fast delivery without using TDD?β–Ό

Yes, you can automate fast delivery without TDD by triggering the Forge workflow when a spec is ready, producing completed implementations that fulfill acceptance criteria without adding new tests.

What artifacts are produced when turning a behavioral spec into production code?β–Ό

The process produces an implementation.md file containing the acceptance criteria checklist and a results/rapid-implementing.json file containing the final outcome code.

When should I avoid rapid implementation and use test-driven development instead?β–Ό

Avoid rapid implementation when your project requires strict test-driven validation, as this approach skips writing new tests to prioritize fast delivery of behavior from a Story-Level Behavioral Spec.

Related Skills

Explore More Software Engineering Skills→
chriswchchriswch
2

clarifying-intent

Elicit intent and constraints from underspecified product requests into structured specs.

Community
Advanced
semicolon-devteamsemicolon-devteam

validate-test-cases

Validate test cases against issue acceptance criteria and generate verification reports.

Official
Advanced
agilebydesignagilebydesign
1

abd-acceptance-test-driven-development

Convert behavioral context into executable test files for the project's language and framework.

Official
Advanced
jinwoonghongjinwoonghong

moai-workflow-tdd

Guide software development through the RED-GREEN-REFACTOR TDD cycle.

Community
Intermediate