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Audit hallucinations and grounding issues in RAG pipelines.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "hallumark" yet — see the docs or source repo.
Use hallumark to check whether this RAG system has hallucination or grounding issues, and output a prioritized issue list suitable for CI gating.
Return prioritized findings so risky changes can be blocked.
Use hallumark to scan this RAG output and return all grounding issues with severity in JSON format.
Output structured JSON for programmatic parsing and downstream handling.
Use hallumark to inspect hallucination risk in agent responses and export SARIF results for a code quality platform.
Generate a SARIF report ready for quality tooling.
Run deterministic funnel, accessibility, and LLM visibility audits with honest reports.
Retrieve and verify audit regulations, clauses, and audit item references.
Review code for security, quality, and performance issues with actionable suggestions.
Expose modular retrieval and reasoning tools to AI assistants through MCP.
Detect, redact, and audit PHI in medical text before AI use.
Audit web pages for WCAG issues and generate deterministic fixes and PRs.