Speclint

Overview

Speclint is an AI developer tool that grades your product specs from 0–100 across five critical dimensions before any AI agent or model interacts with them. By using deterministic, regex-based scoring instead of opaque AI models, Speclint eliminates hallucinations in the diagnostic phase and gives you a clear, reproducible signal about spec quality. Integrated as a CLI, GitHub Action, or MCP Server, Speclint fits directly into your existing SDLC and DevOps workflows. Run it locally during development, enforce spec quality thresholds in CI, or plug it into multi-agent orchestration systems so every agent starts from a clean, unambiguous specification. Speclint helps teams reduce back‑and‑forth clarifications, misaligned implementations, and brittle AI workflows caused by vague or incomplete specs. Each run generates an objective score plus dimension-level insights, making it easy to standardize expectations across teams, track improvements over time, and establish quality gates for AI-generated or human-written specs. Whether you are building internal tools, customer-facing features, or complex AI agent systems, Speclint gives you fast, consistent spec feedback for free—so your engineers and agents can focus on execution instead of deciphering requirements.