{
  "markdown": "# AI Navigator\n\nA toolkit of Claude Code plugins for AI-assisted development. Each plugin\nis independently installable but designed to work together.\n\n## Plugins\n\n### Magellan — Knowledge Discovery\n\nEnterprise knowledge discovery that extracts structured knowledge from\ndocuments, code, and transcripts into a queryable knowledge graph.\nSurfaces contradictions and open questions as primary output.\n\n```\n/magellan                  Run the discovery pipeline\n/magellan:add <path>       Add files or analyze a codebase\n/magellan:ask <question>   Query the knowledge graph\n/magellan:work \"desc\"      Structured SDLC workflow\n/magellan:research <topic> External research with citations\n```\n\n[Full documentation →](magellan/README.md)\n\n### Lookout — Continuous Improvement\n\nKeeps your AI toolchain current by monitoring official Anthropic sources\nand helping you incorporate changes interactively. Audits your setup\nagainst current best practices on first install.\n\n```\n/lookout                   Check and review changes\n/lookout:capture \"desc\"    Quick-add to backlog\n```\n\n[Full documentation →](lookout/README.md)\n\n## Install\n\n### Both plugins (recommended)\n\n```bash\ngit clone https://github.com/apardawala/ai-navigator.git\ncd ai-navigator && ./install.sh\n```\n\n### Individual plugins\n\n```bash\n# Magellan only\ncd ai-navigator/magellan && ./install.sh\n\n# Lookout only\ncd ai-navigator/lookout && ./install.sh\n```\n\n### Via marketplace\n\n```\n/plugin install magellan@apardawala\n/plugin install lookout@apardawala\n```\n\n## Design Philosophy\n\nBoth plugins share core principles:\n\n- **Human-in-the-loop** — Tools propose, humans approve. Nothing is\n  auto-applied without explicit consent.\n- **Official sources only** — No blogs, no hype, no speculation.\n  Facts from the vendor, tested against your workflow.\n- **Simplicity above all** — Extend existing patterns. Don't create\n  subsystems where a flat file works.\n- **Native-first** — Use Claude Code's native primitives (rules files,\n  skills, commands) rather than external infrastructure.\n\n## Architecture\n\n```\nai-navigator/\n  magellan/                  # Knowledge discovery plugin\n    .claude-plugin/          #   Plugin manifest\n    commands/                #   5 commands\n    skills/                  #   15 skills\n    tools/                   #   3 Node.js CLI tools\n    hooks/                   #   Statusline hook\n  lookout/                   # Continuous improvement plugin\n    .claude-plugin/          #   Plugin manifest\n    commands/                #   2 commands\n    skills/                  #   1 skill + references\n  install.sh                 # Installs both plugins\n  marketplace.json           # Marketplace definition for both\n```\n\nEach plugin has its own `plugin.json`, `install.sh`, and `CLAUDE.md`.\nThey are independently versioned and can be installed separately.\n\n## License\n\nApache 2.0 — see individual plugin LICENSE files.\n",
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