Skills
.Work. You
Rest

ai-checking-outputs

Community

Guard AI outputs with guardrails and verification.

Software Engineering#fact-checking#validation#safety#verify#guardrails#ai-output
Authorlebsral
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill helps developers ensure AI-generated outputs are safe, accurate, and compliant before delivery by linking generation with verification and guardrails.

Core Features & Use Cases

  • Generate → Check → Fix or Reject: hard stops via DSPy Asserts; soft nudges via DSPy Suggest.
  • Pydantic structure and type validation to automatically catch malformed outputs.
  • Self-verification and grounding to ensure responses are supported by context or sources.
  • Cross-checking and ensemble techniques for high-stakes or quality-critical tasks.
  • Safety and content filtering to block leaks of sensitive data and unsafe content.

Quick Start

Provide a verified, safe response by generating output and applying guardrails before delivering to the user.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ai-checking-outputs
Download link: https://github.com/lebsral/DSPy-Programming-not-prompting-LMs-skills/archive/main.zip#ai-checking-outputs

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.