Opus Standard Prompt Library

Goal: Make the experience of every model approximate Claude Opus 4.6 as closely as possible.

Core strategy: Explicitly compensate for each model's known weaknesses via prompt

What this repo contains

• One .md file per model under prompts/
• A concise index and context in this README

Baseline idea

• strong intent recognition
• high first-pass accuracy
• better cross-file / structural reasoning
• intellectual honesty
• low sycophancy / low over-compliance
• deep reasoning
• stable long-context behavior

Models

Model	File
Claude Sonnet 4.6	prompts/01-claude-sonnet-46.md
GPT-5.4	prompts/02-gpt-54.md
GPT-5.3-Codex	prompts/03-gpt-53-codex.md
Gemini 3.1 Pro	prompts/04-gemini-31-pro.md
GLM-5	prompts/05-glm-5.md
Kimi K2.5	prompts/06-kimi-k25.md
MiniMax M2.5	prompts/07-minimax-m25.md
Gemini 3 Flash	prompts/08-gemini-3-flash.md
Gemini 3.1 Flash-Lite	prompts/09-gemini-31-flash-lite.md
GPT-5.3 Instant	prompts/10-gpt-53-instant.md
GPT-5.4 Mini	prompts/11-gpt-54-mini.md