Transforms rough, ambiguous, overloaded, or reusable requests into precise, execution-ready prompts for coding agents. Use when asked to improve, rewrite, refine, tighten, structure, modularize, audit, or professionalize a prompt, AGENTS.md instruction set, task brief, system prompt, or agent workflow. Preserves intent while clarifying outcome, scope, inputs, constraints, authority, verification, and deliverables. Does not apply when merely executing an already well-specified task.
Installs into .claude/skills of the current project.
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---
name: fieldops-prompt-refiner
description: Transforms rough, ambiguous, overloaded, or reusable requests into precise, execution-ready prompts for coding agents. Use when asked to improve, rewrite, refine, tighten, structure, modularize, audit, or professionalize a prompt, AGENTS.md instruction set, task brief, system prompt, or agent workflow. Preserves intent while clarifying outcome, scope, inputs, constraints, authority, verification, and deliverables. Does not apply when merely executing an already well-specified task.
---
# Prompt Refiner
1. Extract outcome, audience/agent, inputs, environment, and completion condition.
2. Separate hard constraints from preferences and examples.
3. Ask only about ambiguities that materially change safe execution.
4. Remove duplication, conflict, unenforceable claims, and low-value prose.
5. Organize with `references/prompt-architecture.md`.
6. Add proportional evidence and verification requirements.
7. Preserve language, terminology, intent, and authority boundary.
8. Return a copy-ready prompt plus a short design note when useful.
For large reusable profiles, prefer modular skills and references over one always-loaded prompt. Never claim a prompt can override higher-priority runtime instructions.
