← Back to Skills Marketplace
Prompt Evolution Engine
by
charlie-morrison
· GitHub ↗
· v1.0.0
· MIT-0
55
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install prompt-evolution-engine
Description
Iteratively improve AI prompts by analyzing, rewriting, comparing, and refining them using structured patterns for clarity, structure, and format compliance.
Usage Guidance
This skill appears coherent and low-risk: it only rewrites and analyzes prompts and asks for no credentials or installs. Before using, avoid pasting secrets or proprietary data into prompts you ask the skill to optimize, and review any generated prompt (especially chain-of-thought or model-specific instructions) to ensure it doesn't expose internal processes or sensitive details. If you plan to run batch tests that involve real user data or external systems, treat those test inputs as sensitive and sanitize them beforehand.
Capability Analysis
Type: OpenClaw Skill
Name: prompt-evolution-engine
Version: 1.0.0
The skill bundle consists of metadata and a Markdown instruction file (SKILL.md) designed to guide an AI agent in optimizing user prompts. There is no executable code, no network activity, and no evidence of malicious instructions or prompt injection attempts; the content is entirely aligned with its stated purpose of prompt engineering.
Capability Assessment
Purpose & Capability
Name/description (prompt optimization) match the SKILL.md content: all actions are about analyzing and rewriting prompts, A/B testing, and model-specific tuning—no unrelated capabilities requested.
Instruction Scope
Runtime instructions are limited to examining and rewriting prompts, suggesting patterns, and producing formatted output. The SKILL.md does not instruct the agent to read system files, environment variables, or transmit data to third-party endpoints.
Install Mechanism
No install spec or code files are present (instruction-only), so nothing will be downloaded or written to disk during installation.
Credentials
The skill declares no required environment variables, credentials, or config paths; this is proportionate to a prompt-editor utility.
Persistence & Privilege
always is false and there is no request to modify other skills or system-wide settings. The skill does allow autonomous invocation by default (platform normal), but it does not request elevated or persistent privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install prompt-evolution-engine - After installation, invoke the skill by name or use
/prompt-evolution-engine - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Prompt Optimizer skill v1.0.0 released.
- Introduces an interactive AI prompt optimizer supporting iterative improvement via structured analysis, rewrite, and evaluation.
- Offers optimization patterns including clarity, structure, constraints, examples, chain-of-thought, persona-setting, and output anchoring.
- Provides detailed usage instructions, output format, and parameter controls.
- Supports advanced features like batch prompt optimization, A/B test generation, and model-specific tuning.
- Designed for users needing to improve underperforming prompts for clarity, consistency, and task fit.
Metadata
Frequently Asked Questions
What is Prompt Evolution Engine?
Iteratively improve AI prompts by analyzing, rewriting, comparing, and refining them using structured patterns for clarity, structure, and format compliance. It is an AI Agent Skill for Claude Code / OpenClaw, with 55 downloads so far.
How do I install Prompt Evolution Engine?
Run "/install prompt-evolution-engine" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Prompt Evolution Engine free?
Yes, Prompt Evolution Engine is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Prompt Evolution Engine support?
Prompt Evolution Engine is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Prompt Evolution Engine?
It is built and maintained by charlie-morrison (@charlie-morrison); the current version is v1.0.0.
More Skills