How does this skill enforce TDD?

It follows a non-negotiable cycle of writing failing integration tests before implementation and verifying all tests pass before updating the project build state.

Which cloud provider is this skill optimized for?

This skill is specifically designed for Google Cloud Platform (GCP), utilizing GKE, Cloud SQL, GCS, and direct gcloud CLI commands for infrastructure.

How are security and compliance handled?

The skill maps every feature to specific TX-RAMP Level 1 and CJIS controls, ensuring audit logging, row-level security, and MFA are implemented from phase zero.

Does this skill support mock data?

No, it enforces a strict 'No Mock Data' policy to ensure security and reliability, requiring real test fixtures provided by the development team.

What is the Chuqlab Intelligence Engine (CIE)?

CIE is a multi-tenant correctional intelligence platform designed for law enforcement, focusing on audio ingestion, transcription, and semantic analysis.

CIE Platform Builder

Name: CIE Platform Builder
Author: Human-Frontier-Labs-Inc

byHuman-Frontier-Labs-Inc

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云基础设施

Guides the phased, TDD-driven development of the Chuqlab Intelligence Engine, a multi-tenant correctional intelligence platform on GCP.

CIE Builder is a specialized Claude Code skill designed to manage the end-to-end lifecycle of building the Chuqlab Intelligence Engine (CIE). It acts as a project architect and compliance enforcer, guiding developers through a six-phase roadmap that spans from foundation scaffolding and GCP infrastructure to AI-powered transcription and vector search. By enforcing strict TDD discipline, TX-RAMP Level 1 compliance, and a 'no mock data' policy, this skill ensures that correctional intelligence platforms are built securely, audibly, and to high-performance standards from the first line of code.

主要功能

01Automated project state detection and phase tracking via BUILD_STATE.md

02Deep integration patterns for Whisper transcription and Ruvector search engines

03Strict TDD enforcement for Go backend and TypeScript frontend development

04Compliance-first guidance for TX-RAMP Level 1 and CJIS security controls

05Structured sprint management for multi-tenant GCP infrastructure orchestration

064 GitHub stars

使用场景

01Building a secure, multi-tenant GovTech platform for law enforcement intelligence

02Developing semantic search and automated cross-call linking systems for correctional data

03Implementing large-scale audio ingestion pipelines with GPU-accelerated transcription

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add human-frontier-labs-inc/human-frontier-labs-marketplace cie-builder

For use in Claude.ai and ChatGPT

Download Skill