skill package

RAG Quality Auditor

Audits retrieval quality, chunk boundaries, citation coverage, hallucination risk, and answer faithfulness.

RetrievalReviewedvv0.9.2publicAdmin

93% eval4.8 rating1,260 installs6 targets

Edit in Build

Permissions, source, and what this skill claims to do.

Contract

What this skill may access, and where it can install.

read_fileslow risk

Inspect source documents, chunks, and eval fixtures.

networkmedium risk

Optionally compare docs against live source URLs.

Compatibility

CodexClaudeAntigravityOpenCodeGrokVS Code

Source

README and SKILL.md for the current version.

README

Scores retriever output for citation coverage, missed evidence, chunk quality, and answer-grounding failures.

SKILL.md

---
name: rag-quality-auditor
description: retrieval quality and citation evaluation
---

# RAG Quality Auditor

Use this skill when the user needs retrieval quality and citation evaluation.

## Workflow
1. Confirm the user's goal and available context.
2. Inspect relevant files, docs, or input data.
3. Execute only approved actions.
4. Return a concise result with traceable evidence.

## Permissions
- read_files
- network

## Examples
- "Run this skill against the current repo."
- "Generate a report with cited evidence."
- "Package this result for a downstream agent."

Reception

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