defense-implementation

What problem does it solve?

This Skill enables teams to implement mitigations, build input filters, design output guards, and craft defensive prompting to secure LLM deployments against common vulnerabilities.

Core Features & Use Cases

• Input defense development: Create validation, encoding normalization, and rate limiting for user prompts.
• Processing defense hardening: Integrate hardened system prompts and instruction boundaries to prevent override.
• Output defense & testing: Implement redaction, leak detection, and format validation; run test cases for vulnerability scenarios.
• Use Case: A security team uses this Skill to assemble and test defense layers across input, processing, and output in Claude-like environments.

Quick Start

To begin, review the defense patterns, run the input validator on a sample payload, and integrate the hardened prompts and output filters into your LLM pipeline using the provided assets and references.