Prompt-Wrapper-Skill

This skill turns your AI into an execution engine. Every prompt you give — no matter how short, vague, or unstructured — gets automatically expanded into production-quality output: proper architecture, error handling, naming, and code style. You stop explaining what you want and start getting what you need.

The whole thing runs on one file: prompt-wrapper-skill.md.

How to Install

You don't need to clone anything or do any setup. You just need the file.

1. Download prompt-wrapper-skill.md from this repository.
2. Put it in your project folder.
3. Tell your AI to follow it: "Read and strictly follow prompt-wrapper-skill.md." In editors like Cursor, just @prompt-wrapper-skill.md it.

That's it.

The 4 Control Dials

At the very top of prompt-wrapper-skill.md you'll find four settings:

LOGIC_RIGOR         = 8
EDGE_CASE_PROACTIVE = 7
OPINIONATED_LEVEL   = 7
VERBOSITY           = 4

Change these numbers from 1 to 10 before you start working. Here's what each one does:

1. LOGIC_RIGOR (1 to 10)

Controls how deeply the AI thinks before writing a single line.

• 1–3 (Direct): No analysis. The AI writes the first obvious solution immediately. Good for throwaway scripts and quick experiments.
• 4–6 (Standard): Evaluates a few approaches, applies clean structure. Good for everyday team projects.
• 7–10 (Exhaustive): Full impact analysis before writing. Maps dependencies, considers architectural consequences, applies design patterns. For production systems.

2. EDGE_CASE_PROACTIVE (1 to 10)

Controls how many failure scenarios the AI handles automatically, without being asked.

• 1–3 (Minimal): Happy path only. No guards, no validation. Fast, raw output.
• 4–6 (Standard): Handles null inputs, boundary values, and expected errors. Right for most app code.
• 7–10 (Exhaustive): Adds recovery paths, resource cleanup, concurrent access guards, adversarial input handling. For systems where failures are expensive.

3. OPINIONATED_LEVEL (1 to 10)

Controls how much the AI decides on its own versus presenting options to you.

• 1–3 (Collaborative): The AI presents 2–3 options for any non-trivial decision. You make the final call. Full control.
• 4–6 (Assertive): Makes most choices silently. Appends a brief note when a choice affects structure or public interfaces.
• 7–10 (Autonomous): Chooses everything silently. Only breaks to flag something technically impossible or irresolvable.

4. VERBOSITY (1 to 10)

Controls how much explanatory text accompanies the output.

• 1–2 (Silent): Code only. No comments, no notes. Pure output.
• 3–4 (Minimal): Only non-obvious logic gets a comment. Decision notes appear only when they actually matter. (Recommended default)
• 5–7 (Contextual): Key design decisions explained. Complex logic annotated. Good for team onboarding.
• 8–10 (Documented): Full inline documentation, decision rationale, usage examples. For libraries, APIs, or shared projects.

Override Commands

Put these anywhere in a prompt to override the dials for that one prompt only. They reset automatically on the next message.

Command	What it does
!DRAFT	All dials to minimum. Fast, unguarded output for experiments.
!PRODUCTION	All dials to maximum. Exhaustive, hardened output.
!EXPLAIN	Verbosity to 8. Full documentation and decision rationale.
!SILENT	Verbosity to 1. Code only, no annotations at all.
!OPTIONS	Opinionated level to 2. All viable approaches shown after the default.
!FAST	Logic rigor and edge case handling to 3. Quick, structured output.