🔍 Octocode Prompt Optimizer
This skill analyzes and strengthens prompts and instructions to improve reliability while preserving intent across prompts, docs, and agent rules.
npx playbooks add skill bgauryy/octocode-mcp --skill octocode-prompt-optimizer
About Octocode Prompt Optimizer
This skill analyzes and strengthens prompts and instructions to improve reliability while preserving intent across prompts, docs, and agent rules.
This compact 20-word instruction set is purpose-built for code review & quality work in AI coding agents. Install with a single command.
Use Cases
- Catching bugs and security vulnerabilities before merge
- Enforcing code style and architectural consistency
- Reviewing PRs for performance and maintainability
- Generating detailed code review comments
Example Prompts
System Prompt (20 words)
This skill analyzes and strengthens prompts and instructions to improve reliability while preserving intent across prompts, docs, and agent rules.
Frequently Asked Questions
What is Octocode Prompt Optimizer?
Octocode Prompt Optimizer is a free code review & quality skill for AI coding agents. This skill analyzes and strengthens prompts and instructions to improve reliability while preserving intent across prompts, docs, and agent rules.. It provides a specialized system prompt that configures your agent with code review & quality expertise.
How do I use Octocode Prompt Optimizer with Claude Code?
Run npx playbooks add skill bgauryy/octocode-mcp --skill octocode-prompt-optimizer in your terminal to install Octocode Prompt Optimizer into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Octocode Prompt Optimizer?
Octocode Prompt Optimizer is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Octocode Prompt Optimizer free to use?
Yes, Octocode Prompt Optimizer is completely free and open source. The full source is available on GitHub at https://github.com/bgauryy/octocode-mcp/tree/main/skills/octocode-prompt-optimizer. You only need a subscription to the AI agent you use it with.
