openclaw-prompt-enhancer

openclaw-prompt-enhancer is a skill for Claude Code, Codex from yedanyagamiai-cmd/openclaw-mcp-servers. It costs 137 tokens per session (2,638 once invoked), scanned A, original, MIT.

A remote prompt-editing service with tools for rewriting, scoring, and converting instructions for AI models. A prompt is the text that tells an AI what task to perform and how to respond.

In plain words
What is it for?
Improving or rating prompts, creating system instructions, converting prompts between model formats, and browsing a library of prompt templates.
Why use it?
It helps identify weaknesses in an instruction and suggests clearer wording or structure. It can also adapt prompts between formats for OpenAI, Claude, Gemini, Llama, and Mistral models.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: positional $N argument; built for openclaw.

Good fit Improving or rating prompts, creating system instructions, converting prompts between model formats, and browsing a library of prompt templates.

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Install with agentmods
npx agentmods add skills/yedanyagamiai-cmd/openclaw-mcp-servers/prompt-enhancer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add yedanyagamiai-cmd/openclaw-mcp-servers --skill prompt-enhancer
Clone the repo
git clone --depth 1 https://github.com/yedanyagamiai-cmd/openclaw-mcp-servers

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for openclaw-prompt-enhancer

README.md
[![agentmods](https://agentmods.dev/badge/skills/yedanyagamiai-cmd/openclaw-mcp-servers/prompt-enhancer/github.svg)](https://agentmods.dev/skills/yedanyagamiai-cmd/openclaw-mcp-servers/prompt-enhancer)
Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for openclaw-prompt-enhancer

Your own site · 80×15
<a href="https://agentmods.dev/skills/yedanyagamiai-cmd/openclaw-mcp-servers/prompt-enhancer"><img src="https://agentmods.dev/badge/skills/yedanyagamiai-cmd/openclaw-mcp-servers/prompt-enhancer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 137 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,638 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00137 $0.02638
Opus 5 $0.00068 $0.01319
Sonnet 5 $0.00027 $0.00528
Haiku 4.5 $0.00014 $0.00264

Measured 11d ago against content hash 499b18f1fe05, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

openclaw-prompt-enhancer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

clawhub-skills/prompt-enhancer/SKILL.md · 225 lines

How it starts

The opening of the file, as written. The whole thing — 225 lines — stays where its author put it; the contents beside it link to each section on GitHub.

OpenClaw Prompt Enhancer v2.0

Prompt engineering on autopilot. 6 tools. 10-dimension scoring. Cross-model conversion. 100+ templates.

Tool Purpose Free
enhance_prompt Transform weak prompts into powerful ones Yes
analyze_prompt Score quality 0-100 across 10 dimensions Yes
convert_prompt_format Translate between OpenAI/Claude/Gemini/Llama/Mistral Yes
generate_system_prompt Create production-ready system instructions Yes
prompt_template_library Browse 100+ battle-tested templates Pro
purchase_pro_key Get Pro access for all 9 servers Yes

What's New in v2.0

  • PromptScan Engine -- 10-dimension quality analysis with per-axis scoring and actionable improvement suggestions.
  • ModelBridge Protocol -- Lossless prompt translation between 5 major AI model formats, preserving intent and optimizing for each model's strengths.
  • TemplateVault -- 100+ production-ready prompt templates organized by domain, each with fill-in variables, example I/O, and difficulty rating.
  • EnhanceChain -- Multi-pass enhancement that applies role framing, context injection, format specification, few-shot examples, and edge case handling in sequence.

Quick Start

{
  "openclaw-prompt": {
    "type": "streamable-http",
    "url": "https://prompt-enhancer-mcp.yagami8095.workers.dev/mcp"
  }
}

Add to Claude Desktop, Cursor, Windsurf, VS Code, or any MCP-compatible client. Zero install. Works immediately.

Detection Triggers

This skill activates when a user says any of these:

  • "improve this prompt", "make this prompt better", "enhance my prompt", "rewrite this prompt"
  • "analyze prompt quality", "score this prompt", "rate my prompt", "how good is this prompt"
  • "convert prompt to Claude format", "translate prompt for Gemini", "OpenAI to Llama format"
  • "generate system prompt", "create system instructions", "write a system message", "build AI persona"
  • "prompt templates", "prompt library", "show me prompt examples", "best prompts for coding"
  • "prompt engineering", "prompt optimization", "better AI output", "why is my prompt bad"

Read the full file on GitHub · 225 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 225 lines · 137 tokens per session scan A 499b18f1fe05

Subscribe to this mod's changes

openclaw-prompt-enhancer is a skill published in the GitHub repository yedanyagamiai-cmd/openclaw-mcp-servers (3 stars, last pushed 5mo ago), licensed MIT. It adds 137 tokens to every session and 2,638 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.