prompt-optimizer-plugins

Clarify, audit, and rewrite rough or existing prompts for Claude Opus 5 using Anthropic's official prompting guidance. Use when a user asks to optimize, improve, migrate, debug, or design a prompt, system prompt, or agent harness for Claude Opus 5 (claude-opus-5), including requests phrased as Opus 5 prompt optimization, Opus 5 提示词优化, or migrating a Claude Opus 4.8 prompt. Also use when tuning observed Opus 5 behavior such as long responses, heavy progress narration, long written deliverables, scope expansion, eager subagent delegation, correction narration, over-verification, conservative code review, or thinking-disabled output artifacts. Ask only for missing information that would materially change the result; otherwise preserve intent and return a lean, copy-ready prompt.

Clarify, audit, and rewrite rough or existing prompts for Claude Fable 5 using Anthropic's official prompting guidance. Use when a user asks to optimize, improve, migrate, debug, or design a prompt for Claude Fable 5, including requests phrased as Fable or Fabel prompt optimization, Fable/Fabel 提示词优化, or when an underspecified idea needs guided clarification before a copy-ready prompt. Ask only for missing information that would materially change the result; otherwise preserve intent and produce a lean, context-rich prompt with explicit outcomes, boundaries, evidence, output requirements, and completion criteria.

Clarify, audit, and rewrite rough or existing prompts for GPT-5.6 Sol and the GPT-5.6 family using OpenAI's official prompting guidance. Use when a user asks to optimize, improve, rewrite, debug, migrate, or design a GPT-5.6 prompt, including requests phrased as GPT-5.6 提示词优化, or when an underspecified prompt needs guided clarification before a copy-ready rewrite. Ask only for missing information that would materially change the result; otherwise preserve intent and produce a lean, outcome-first prompt with explicit constraints, output requirements, and completion criteria.