aniruddhadas1/oniroute_swarmagents · skills/official/ai/hallucination-reduction/SKILL.md

hallucination-reduction skillA

hallucination-reduction is agent-read markdown (skill) from aniruddhadas1/oniroute_swarmagents: Reduce unsupported claims through grounding, uncertainty, verification, and escalation. Use for planning, evaluation, governance, or review of hallucination reduction; do not use as framework-specific or provider-specific implementation guidance..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add aniruddhadas1/oniroute_swarmagents/hallucination-reduction@git:20260804.c3b625a
Exact content
mdr add aniruddhadas1/oniroute_swarmagents/hallucination-reduction@sha256:7fa7debe1ff58c4e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3v34g4vxqf7ylaln.svg)](https://markdownregistry.com/a/art_3v34g4vxqf7ylaln)

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Versions

versioncommittedcommitsizeaudit
git:20260804.c3b625a latest2026-08-04 c3b625a 4,697 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

aniruddhadas1/oniroute_swarmagents · 2 stars · license Apache-2.0 · pushed 2026-09-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3v34g4vxqf7ylaln
GET https://markdownregistry.com/api/v1/resolve?ref=aniruddhadas1/oniroute_swarmagents/hallucination-reduction
GET https://markdownregistry.com/api/v1/blob/7fa7debe1ff58c4e0ae836216e63339bdcf54963630759967f40ed18c5bcf9fe