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Hydrolix AI Toolkit

AI assistant skills built by Hydrolix.

This repo is the landing place for Hydrolix-provided skills. Some skills support Insights and other solutions bundles using the Hydrolix MCP server; others can support broader Hydrolix workflows over time.

Skills

Skill Description
bot-insights Bot traffic intelligence — scoring, verified/unverified classification, attack data analysis
debugging-hydrolix-queries Use when a Hydrolix query is timing out, OOMing, returning DB::Exception or HdxStorageError, hitting a circuit breaker, or running slower than expected over MCP, the HTTP Query API, or another SQL client

Prerequisites

Current bundled skills assume:

  • A Hydrolix cluster with the relevant deployment or solution enabled
  • The Hydrolix MCP server connected to your AI assistant

Download

Standalone skill zip files are published by CI to the repo's GitHub Pages site and are also attached to releases when a release is cut.

Installation

Claude Code (plugin)

claude plugin install hydrolix/hydrolix-ai-toolkit

This installs all skills at once. Skills are invoked as:

/hydrolix:bot-insights
/hydrolix:debugging-hydrolix-queries

To test locally before publishing:

claude --plugin-dir /path/to/hydrolix-ai-toolkit

Manual (any platform)

Download a skill zip from the GitHub Pages site or a release asset, then extract it into your platform's skills directory:

Claude Code:

unzip bot-insights.zip -d ~/.claude/skills/

OpenAI Codex:

unzip bot-insights.zip -d .agents/skills/

Gemini CLI:

unzip bot-insights.zip -d .gemini/skills/

Refreshing Schemas

The references/ files in each skill are generated from bundle definitions. To regenerate:

uv run python scripts/generate-schema.py \
  --bundles-dir /path/to/solution-bundles/bundles \
  --schemas-dir /path/to/catalog-content-live-dashboard-validation/bundles \
  --output-dir skills

License

Apache 2.0 — see LICENSE.

About

Skills for working with Hydrolix and Hydrolix Solutions

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