AI Navigator

A toolkit of Claude Code plugins for AI-assisted development. Each plugin is independently installable but designed to work together.

Plugins

Magellan — Knowledge Discovery

Enterprise knowledge discovery that extracts structured knowledge from documents, code, and transcripts into a queryable knowledge graph. Surfaces contradictions and open questions as primary output.

/magellan                  Run the discovery pipeline
/magellan:add <path>       Add files or analyze a codebase
/magellan:ask <question>   Query the knowledge graph
/magellan:work "desc"      Structured SDLC workflow
/magellan:research <topic> External research with citations

Full documentation →

Lookout — Continuous Improvement

Keeps your AI toolchain current by monitoring official Anthropic sources and helping you incorporate changes interactively. Audits your setup against current best practices on first install.

/lookout                   Check and review changes
/lookout:capture "desc"    Quick-add to backlog

Full documentation →

Install

Both plugins (recommended)

git clone https://github.com/Slalom/ai-navigator.git
cd ai-navigator && ./install.sh

Individual plugins

# Magellan only
cd ai-navigator/magellan && ./install.sh

# Lookout only
cd ai-navigator/lookout && ./install.sh

Via marketplace

/plugin install magellan@slalom
/plugin install lookout@slalom

Design Philosophy

Both plugins share core principles:

• Human-in-the-loop — Tools propose, humans approve. Nothing is auto-applied without explicit consent.
• Official sources only — No blogs, no hype, no speculation. Facts from the vendor, tested against your workflow.
• Simplicity above all — Extend existing patterns. Don't create subsystems where a flat file works.
• Native-first — Use Claude Code's native primitives (rules files, skills, commands) rather than external infrastructure.

Architecture

ai-navigator/
  magellan/                  # Knowledge discovery plugin
    .claude-plugin/          #   Plugin manifest
    commands/                #   5 commands
    skills/                  #   15 skills
    tools/                   #   3 Node.js CLI tools
    hooks/                   #   Statusline hook
  lookout/                   # Continuous improvement plugin
    .claude-plugin/          #   Plugin manifest
    commands/                #   2 commands
    skills/                  #   1 skill + references
  install.sh                 # Installs both plugins
  marketplace.json           # Marketplace definition for both

Each plugin has its own plugin.json, install.sh, and CLAUDE.md. They are independently versioned and can be installed separately.

License

Apache 2.0 — see individual plugin LICENSE files.