response-evaluation

Run an internal QA pass on substantive responses before final delivery.

Updated Apr 13, 2026
One-click install
npx skills add https://github.com/miznizzz/claudefun --skill response-evaluation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: response-evaluation
Source: https://github.com/miznizzz/claudefun/tree/main/response-evaluation
Command: npx skills add https://github.com/miznizzz/claudefun --skill response-evaluation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Pre-send response quality evaluation protocol to catch failures before they reach the user, ensuring accuracy, honesty, and alignment across all active skills.

Core Features & Use Cases

  • Silent internal QA pass before finalizing substantive responses
  • Checks across accuracy, scope, efficiency, reasoning, and tone; triggers when asked to evaluate your answer
  • Applies to recommendations, analysis, creative output, and high-stakes tasks

Quick Start

Activate this skill to silently audit your draft response before finalizing it.

Frequently Asked Questions about response-evaluation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is pre-send internal QA for AI responses?

Pre-send internal QA is a silent evaluation pass that audits draft responses for accuracy, safety, and clarity before final delivery. It cross-checks active skills and enforces alignment standards to prevent errors from reaching the user.

How do I run a quality-control checklist on high-stakes advice?

To run a quality-control checklist, activate the evaluation protocol to audit your draft across accuracy, scope, reasoning, and tone. It automatically triggers on high-stakes advice, multi-part tasks, or when asked to evaluate your own answer.

When should I use response evaluation for creative output?

Use response evaluation for creative output, recommendations, or analysis to ensure honesty and safety before finalizing. It triggers automatically on substantive responses and enforces core standards without requiring manual checklist execution.

Can I use response-evaluation with other active skills?

Yes, response-evaluation cross-checks with other active skills during its internal QA pass. It enforces safety, clarity, and honesty across all active skills before final delivery to ensure complete alignment.

Does internal QA work for multi-part task responses?

Internal QA works for multi-part task responses by applying a fast evaluation pass before final delivery. It checks alignment with core standards, cross-references active skills, and ensures accurate, safe responses across all task components.

What are the limitations of automated response quality control?

Automated response quality control operates as a silent pre-send check and may not catch highly nuanced contextual failures outside its defined accuracy, scope, and reasoning parameters. It requires active skills to cross-check and functions best on substantive responses.