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CORE:E:0003 mechanical low efficiency core

Formatting Effectiveness

Use backtick for code identifiers and italic for emphasis instead of **bold** on terms inside constraints. Bold draws the model's attention to the wrapped term — on a constraint, that means drawing attention to the prohibited concept.

Bold on structural labels (**G1 Schema**:, **Agent 1**:) is allowed — these are organizational markers followed by :, not emphasis on constraint terms. The label pattern identifies content structure, not prohibited concepts.

Antipatterns

  • Bold on prohibited terms like "NEVER use eval in production code" — bold on eval amplifies the prohibited concept instead of suppressing it. Use eval (backtick) instead.
  • Bold for emphasis on constraints like "Do not modify the database" — bold on negation keywords competes with the instruction's intent. Use italic for the full constraint sentence.
  • Bold inside NEVER/ALWAYS sentences like "ALWAYS use ruff for formatting" — bold on the tool name creates salience competition. Use ruff (backtick) for code constructs.

Pass / Fail

Pass

Use `ruff` for formatting and linting.
*Do NOT run `black` or manual formatting.*
**G1 Schema**: `id` must match the coordinate pattern.

Fail

NEVER use **black** for formatting.
Do **not** modify the **database** directly.
**Always** run tests before committing.

Limitations

Detects bold formatting on charged atoms. Skips bold spans followed by : (structural labels). Does not evaluate whether the bolded terms are the prohibited concepts or the negation keywords.