Show HN: AI readiness toolkit: AI two-minute CODE maturity check
The AI Native Toolkit is a plugin for Claude Code that facilitates AI-native development by assessing code readiness and enabling structured team deliberation. It includes features like a layered readiness score and a complexity heatmap for codebases. The toolkit runs locally, ensuring that no data leaves the user's machine during the analysis.
- ▪The toolkit features two main skills: /assess for evaluating code readiness and /huddle for team discussions using Six Thinking Hats.
- ▪The /assess skill generates a report with a readiness score and a complexity hotspot SVG, highlighting areas of potential migration risk.
- ▪The plugin can be installed directly within a Claude Code session and does not interfere with existing configuration files.
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AI Native Toolkit A Claude Code plugin: skills, agents, and commands for AI-native development. Runs locally in your Claude Code session, against your own codebase, using whichever model you're already paying for - nothing leaves your machine beyond what Claude Code itself sends. The headline pieces are two skills: /assess - score any codebase's readiness for AI agent contributors against a 7-layer contract model, with a Codecov-style complexity hotspot SVG. Generates a report + treemap and opens a PR in the target repo. /huddle - structured multi-perspective deliberation using Six Thinking Hats with Fibonacci team sizing (solo -> debate -> huddle -> panel -> board).
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.