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Limitations

  • Rules are regex/heuristic-based, not a real parser or NLP model — they will have false positives and false negatives. Findings are phrased as potential risk, never certainty.
  • The heuristic routing evaluator uses simple tokenization and suffix stripping, not real stemming or embeddings; words like "secure" and "security" won't match each other.
  • Token counts are a rough len(text) // 4 estimate, not a real tokenizer.
  • No sandboxing or dynamic execution — nothing in a skill is ever run.
  • No compatibility testing against real agents (Claude Code, Codex, Gemini, etc.).

Planned work is tracked in Issues, not here.