rai-story-implement

Execute end-to-end development story tasks with verification and HITL checkpoints.

Updated Feb 4, 2026
One-click install
npx skills add https://github.com/fcastrillo/carbtrack-ai --skill rai-story-implement
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rai-story-implement
Source: https://github.com/fcastrillo/carbtrack-ai/tree/main/.claude/skills/rai-story-implement
Command: npx skills add https://github.com/fcastrillo/carbtrack-ai --skill rai-story-implement

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Organize and execute the end-to-end implementation tasks for a development story, ensuring every step is completed and validated.

Core Features & Use Cases

  • Step-by-step task execution aligned with plan.md and progress tracking.
  • Telemetry and gating: emit start/complete signals and maintain progress logs.
  • Verification and HITL checkpoints: gate quality at each task and enable human review before proceeding.
  • Reusable pattern for future stories and rapid rollouts in the development workflow.

Quick Start

Start by loading your implementation plan and initiate the task cycle for your story.

Frequently Asked Questions about rai-story-implement

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

FAQPage Schema
How do I drive end-to-end story implementation with automated task verification?

End-to-end story implementation requires loading your plan, executing tasks sequentially, and validating each step through automated checks. This process enforces project guardrails and generates progress telemetry to ensure complete task verification.

How do I maintain progress logs and telemetry during a development workflow?

Maintain progress logs by emitting telemetry signals at task start and completion. The workflow automatically generates progress artifacts and logs while executing each story in the pipeline, ensuring continuous tracking.

What is the best way to enforce project guardrails and quality checks during story execution?

Project guardrails and quality checks are enforced through gated task verification and HITL checkpoints. The workflow halts execution to enable human review before proceeding, ensuring all project rules and quality gates are satisfied at each implementation step.

What are the prerequisites for organizing development pipeline tasks step by step?

Prerequisites for organizing development pipeline tasks include preparing an implementation plan and loading it into the workflow. The system then initiates the task cycle, covering design comprehension, execution, verification, and finalization for each story.

Can I use human-in-the-loop checkpoints to gate quality at each development task?

Yes, human-in-the-loop checkpoints are built into the workflow to gate quality before proceeding to the next task. These checkpoints enable human review at critical phases, ensuring validation occurs throughout the execution lifecycle.