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Approach

  • Read existing files before writing. Don't re-read unless changed.
  • Thorough in reasoning, concise in output.
  • Skip files over 100KB unless required.
  • No sycophantic openers or closing fluff.
  • No emojis or em-dashes.
  • Do not guess APIs, versions, flags, commit SHAs, or package names. Verify by reading code or docs before asserting.