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Prompt Optimizer
by
Manish Pareek
· GitHub ↗
· v1.0.0
529
Downloads
4
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0
Active Installs
1
Versions
Install in OpenClaw
/install prompt-optimizer-pro
Description
When user asks to improve prompt, optimize prompt, better prompt, fix prompt, rewrite prompt, prompt engineering, make prompt better, enhance prompt, prompt...
Usage Guidance
Before installing: (1) Review the SKILL.md (especially any system-prompt or template examples) to ensure there are no unexpected instructions that could alter agent behavior beyond prompt optimization. (2) Be aware the skill will create and persist files in ~/.openclaw/prompt-optimizer (settings.json, library.json, history.json); inspect their contents and delete them if you stop using the skill. (3) If your prompts contain sensitive data (passwords, API keys, proprietary text), avoid saving them in the skill's library; prefer ephemeral use. (4) Confirm that the 'read'/'write' permissions the platform grants the skill are limited to the intended directory; if possible, sandbox or restrict filesystem access to that path. (5) The pre-scan flagged system-prompt content — that is expected here, but if you see any templates that request network access, credentials, or to execute programs, do not use the skill and remove it.
Capability Analysis
Type: OpenClaw Skill
Name: prompt-optimizer-pro
Version: 1.0.0
The skill is classified as benign. It explicitly declares that all data stays local, makes no external API calls or network requests, and only reads/writes files within its dedicated directory (`~/.openclaw/prompt-optimizer/`). The `read` and `write` permissions requested in `SKILL.md` are justified for managing local prompt libraries, history, and settings. There are no instructions for arbitrary command execution, data exfiltration, or any other malicious behavior. The `Data Safety` section further reinforces benign intent by explicitly instructing the agent not to share sensitive prompt data externally.
Capability Assessment
Purpose & Capability
Name and description match the behavior in SKILL.md: the skill optimizes prompts and offers templates, diagnosis, and a local prompt library. It does not request unrelated credentials or binaries.
Instruction Scope
The runtime instructions include creating ~/.openclaw/prompt-optimizer and reading/writing settings.json, library.json, and history.json. Those file operations are consistent with saving prompts/history, but the SKILL.md also contains many 'You are ...' / system-prompt style templates (expected for a prompt tool). Review those templates because system-style content can influence agent behavior.
Install Mechanism
No install spec and no code files — lowest-risk form (instruction-only). Nothing is downloaded or written beyond the explicit data directory the skill instructs to create.
Credentials
The skill declares no environment variables or external credentials. The SKILL.md metadata asks for read/write tool permissions (to manage the local library), which is proportionate to its stated purpose.
Persistence & Privilege
always:false and no autonomous elevation. The skill persists user data under ~/.openclaw/prompt-optimizer (settings, history, library). This is expected but does create persistent files in the user's home directory that you may want to inspect or manage.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install prompt-optimizer-pro - After installation, invoke the skill by name or use
/prompt-optimizer-pro - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
v1.0.0 — 20-feature prompt optimizer, works with any LLM, chain-of-thought, few-shot, mega prompts, prompt library
Metadata
Frequently Asked Questions
What is Prompt Optimizer?
When user asks to improve prompt, optimize prompt, better prompt, fix prompt, rewrite prompt, prompt engineering, make prompt better, enhance prompt, prompt... It is an AI Agent Skill for Claude Code / OpenClaw, with 529 downloads so far.
How do I install Prompt Optimizer?
Run "/install prompt-optimizer-pro" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Prompt Optimizer free?
Yes, Prompt Optimizer is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Prompt Optimizer support?
Prompt Optimizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Prompt Optimizer?
It is built and maintained by Manish Pareek (@mkpareek0315); the current version is v1.0.0.
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