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AI/ML · Advanced pack

Hallucination Regression Hunter

Build eval cases that expose fabricated citations, brittle reasoning chains, and ungrounded tool usage before they hit real workflows.

CodexClaude CodeKimi Codeorchestrator-mcp
Open pack on GitHubBack to catalog

Best use case

Use Hallucination Regression Hunter when you need to build eval cases that expose fabricated citations, brittle reasoning chains, and ungrounded tool usage before they hit real workflows, especially when the work is driven by hallucination and grounding.

Trigger signals

hallucinationgroundingeval caseagent reliability

Validation hooks

verify_eval_coverageverify_text_unchanged

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show hallucination-regression-hunter

Use

orchestrator-mcp skills export hallucination-regression-hunter --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/hallucination-regression-hunter ./your-agent-skills/hallucination-regression-hunter
# or open skills/hallucination-regression-hunter/SKILL.md in a markdown-first client

File patterns

**/evals/****/tests/****/*.json**/*.md

Model preferences

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Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.