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Anti-hallucination prompt for Astra and Opus 5.5 coding agents

A prompt to paste after planning and before an agent writes code, pushing it to check that the approach is the most reliable, not overengineered, and free of drifting assumptions.

klöss
@kloss_xyzArchived 19 days agoOriginally posted 2026.10.12
Anti-hallucination prompt for Astra and Opus 5.5 coding agents
klöss @kloss_xyzOriginally posted 2026.10.12
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If you're vibe coding with Opus 5.5, GPT-6 Astra, or Grok Build, steal this prompt. Paste it after planning, before your agents start writing new lines of code: "Is this the highest confidence solution for this session, with no clear gaps, no overengineering, incredibly surgical but still efficient with no drop in quality or performance, and the least likely to cause any negative impact? No drift or staleness in assumptions? Audited a few times over?" For any major coding project, I use this prompt multiple times and it’s saved me from so many agent hallucinations.

x.com/kloss_xyz/status/2109348833205666194Archived 2026.10.13 10:10