nivlewd1/prompt-optimizer

MCP Server that offers high-performance prompt optimization server with real-time streaming, pattern-based enhancement, and comprehensive session management capabilities.

6Stars on the repository
6Mods indexed here, across every type
2d agoLast push, which is what freshness is scored on
customA LICENSE file GitHub cannot name, so bodies are not copied

nivlewd1/prompt-optimizer

Skill Claude CodeCodex

Assembles high-signal repository context for non-trivial implementation, debugging, refactoring, code review, and repository investigation requests. Activates on requests needing fundamental context before Claude Code acts.

not rated 6 2d ago A 43 tokens

nivlewd1/prompt-optimizer

Skill Claude CodeCodex

This skill helps Claude perform evidence-based debugging and empirical diagnosis to identify root causes of coding issues systematically.

not rated 6 2d ago A 27 tokens

nivlewd1/prompt-optimizer

Skill Claude CodeCodex

This skill helps Claude evaluate AI prompts by defining evaluation contracts, building test matrices, and analyzing outputs for quality assurance.

not rated 6 2d ago A 29 tokens

nivlewd1/prompt-optimizer

Skill Claude CodeCodex

Enforces a structured protocol for detecting and responding to prompt injection attempts in LLM applications. Use when building an input-sensitive app, auditing for security vulnerabilities, or operating a model that interacts with user-generated content.

not rated 6 2d ago D 48 tokens

prompt-optimizer

05

nivlewd1/prompt-optimizer

Skill Claude CodeCodex

This skill helps Claude optimize user prompts for clarity, technical accuracy, and effectiveness before sending them to an AI system.

not rated 6 2d ago A 27 tokens

nivlewd1/prompt-optimizer

Skill Claude CodeCodex

Architects the system prompt, context budget, and tool contract of an AI agent as one system. Use when designing a new agent prompt, reviewing an existing agent configuration, or debugging an agent that loops, mis-selects tools, or stops without a clear result.

not rated 6 2d ago A 59 tokens

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