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LucidShark – Local-first, open-source quality and security gate

LucidShark – Local-first, open-source quality and security gate

by PM_ME_YOUR_CAT·Mar 18, 2026·9 points·2 comments
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AI Analysis

●●SolidShip ItBig Brain

MCP integration lets Claude auto-configure and fix lint errors locally.

Strengths
  • •MCP integration allows Claude to auto-configure and fix issues in loop.
  • •Generates commit-ready QUALITY.md dashboard without SaaS subscriptions or cloud leaks.
  • •Runs 10 quality domains locally including SAST, SCA, linting, and tests.
Weaknesses
  • •Orchestrates existing tools like ESLint and SAST rather than novel analysis.
  • •Niche to developers already using Claude Code or Model Context Protocol.
Target Audience

Developers using AI coding assistants

Similar To

SonarQube · CodeClimate · Pre-commit

Post Description

Hi HN,

I built LucidShark: a local-first, open-source CLI tool that acts as a quality & security pipeline. It can be used to increase the confidence in AI-generated (or AI-assisted) code.

- Config lives as code in version-controlled lucidshark.yml

- 100% local; no cloud, no SaaS

- Runs 10 quality domains automatically: linting, formatting, type checking, SAST/security scanning, SCA/dependency checks, IaC validation, container scanning, unit tests, coverage thresholds, code duplication, etc.

- Produces a QUALITY.md dashboard with health scores (e.g. 9.1/10), trends, and issue lists that you can commit to git

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