SpecLoom FAQs

Question 1

What is SpecLoom and its primary purpose?

Accepted Answer

SpecLoom is an MCP Server and CLI designed to enforce the V-Model for Spec-Driven Development in Human-AI design. Its core purpose is to ensure compliance, traceability, and prevent hallucinations in AI-generated code by mandating documented requirements for every line.

Question 2

How does SpecLoom integrate into existing developer workflows and AI tools?

Accepted Answer

SpecLoom is Git-native, storing all project artifacts as JSON files alongside your code. It implements the Model Context Protocol (MCP), allowing seamless integration with AI agents like Gemini CLI or Claude Desktop, providing them with structured 'tools' to interact with project specs and code.

Question 3

What specific features ensure compliance and quality in SpecLoom?

Accepted Answer

SpecLoom enforces strict V-Model adherence ('No Code without Specs'), offers graph-based traceability for all artifacts (User Story, API, Code, Test), and applies the 'Four-Eyes' Principle to prevent self-approval of code, ensuring high quality and auditability.

Question 4

How does SpecLoom benefit both AI agents and human developers?

Accepted Answer

For AI agents, SpecLoom provides structured 'Context Bundles' (Requirements + Design + Code) to guide development. For humans, it enforces the 'Four-Eyes' principle, prevents scope creep, and automatically generates audit-ready documentation, bridging fast prototyping with enterprise compliance.

SpecLoom

SpecLoom

Key Features

Use Cases

Key Features

Use Cases