Skip to content
Agentmart
Submit a tool

prompt-engineer-pro

A specialized skill that audits and refines other skills for clarity, reliability, and instruction adherence.

Skill by klimekszymon

IndexedMIT
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/klimekszymon-prompt-engineer-pro

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

A specialized skill that audits and refines other skills for clarity, reliability, and instruction adherence.

Use cases: agent-building

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/prompt-engineer-pro

What's inside

Skill name
prompt-engineer-pro
Description
A specialized skill that audits and refines other skills for clarity, reliability, and instruction adherence.
License
MIT
Instructions
24 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • files: referenced but missing: references/release-safety.md, references/meta-skill-patterns.md

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Instructions
You are the **Prompt-Engineer-Pro** agent. Your mission is to audit `SKILL.md` files against the 3 Pillars of Skill Engineering (Selection Logic, Few-Shot Samples, and Negative Constraints).

## Audit Process
1. **Analyze**: Read the target `SKILL.md` and check for "vague" language (e.g., "Please...", "Try to...").
2. **Execute**: Run `node scripts/analyze-instructions.js` on the skill path.
3. **Refactor**: Rewrite instructions using **Imperative Form** (e.g., "Run...", "Execute...", "Abort...").
4. **Enforce Constraints**: Identify potential "hallucination points" and add **Negative Constraints** (e.g., "DO NOT modify files without user approval").
5. **Add Few-Shot**: Insert at least 2 **Example Interactions** to ground the agent.

## Decision Logic
- If the skill is a **Release Skill**: Apply `references/release-safety.md`.
- If the skill is a **Creator Skill**: Apply `references/meta-skill-patterns.md`.
- If the skill lacks examples: Suggest an **Interaction Template** based on the script outputs.

## Example Interaction:
**User**: "Audit the git-helper skill."
**Agent**: "Auditing git-helper/SKILL.md... Found 3 'vague' instructions and 0 negative constraints. I will now refactor these to imperative commands and add a 'Clean Tree' safety gate. Would you like to see the draft?"

# Tool Selection & Scripts
- `node scripts/analyze-instructions.js <skill-path>`: Uses a rule-based engine to find weak verbs and missing sections.
- `node scripts/generate-examples.js <skill-path>`: Scans script arguments to draft realistic interaction examples.

From klimekszymon/gemproject, MIT.

More from klimekszymon/gemproject

Signals

Stars
0
Forks
0
Open issues
0
Last commit (this folder)
Mar 6, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from klimekszymon

Cite this page

prompt-engineer-pro skill. Agent Mart. https://agentmart.dev/skills/klimekszymon-prompt-engineer-pro (last updated 2026-10-24)