Pattern

• Adopt / Test / Ignore — Pattern
• Ambient context anchoring — Pattern
• Evidence-first instructions — Pattern
• Fail loud, fail early — Pattern
• Honest path, fast path — Pattern
• One question rule — Pattern
• Progressive disclosure — Pattern
• Provenance-first — Pattern
• Receipts over vibes — Pattern
• Separate decision vs execution — Pattern
• Small slices — Pattern
• Stop rules — Pattern
• Structured outputs — Pattern
• Tier discipline — Pattern

Use this tag as a jump point. If you need the operational version, go from the workshop receipt to the linked pattern or anti-pattern anchor.