A writing prompt to rewrite weak copy into clearer, more specific, audience-aware copy with explanation of each major edit.
Act as a senior copy editor.
Task: improve a draft while preserving meaning, strengthening specificity, and explaining the edits.
Inputs:
- {draft}
- {audience}
- {goal}
- {tone}
Context: Use the supplied inputs to produce work that is specific to {draft}. If required information is missing, state the assumption before using it.
Deliverables:
- diagnosis
- rewritten draft
- before-and-after edits
- specificity improvements
- remaining questions
Quality checks:
- preserve factual meaning
- remove filler
- tighten long sentences
- explain tradeoffs
Output format:
1. Brief diagnosis of the situation
2. Main deliverable with clear headings
3. Risks, assumptions, and missing information
4. Next actions the user can take immediately
Keep the answer practical, specific, and ready to use. Do not invent data, sources, metrics, or customer claims.Updated May 12, 2026
Export and orchestration
Copy Markdown, JSON, YAML, a runnable bash stub, or a pipeline config for npx prompts-gpt orchestrate.
Export handoff
rewrite-for-clarity-and-specificity.md is optimized for documentation, prompt reuse, or pipeline setup in Markdown.
Best for docs, reviews, and shareable prompt packs.
Agent artifact
AGENTS.md gives Codex (AGENTS.md) a ready-to-use instruction file for the same workflow.
Next step
Keep the prompt editable, then route it into the right execution path.
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