Th3 Vib3 Coders

Initialize a new Vibe Science research session

Start or resume a Vibe Science research session

Execute one cycle of the Vibe Science research loop (OTAE)

Invoke Reviewer 2 adversarial review on findings

Execute a literature search across Scopus, PubMed, and OpenAlex databases

Adversarial scientific reviewer (Reviewer 2). Spawned as subagent to DESTROY weak claims. Assumes every claim is wrong. Demands counter-evidence, confounder harness, and falsification tests. Must search literature for prior art, contradictions, known artifacts.

Scientific research engine for hypothesis testing, literature gap analysis, experimental validation, and data-driven discovery. Enforces adversarial review (Reviewer 2), 32 quality gates, tree search over hypotheses, confounder harness for quantitative claims, and serendipity detection. TRIGGER when: user asks to analyze scientific data, test hypotheses, validate findings, search for research gaps, design experiments, or investigate results. DO NOT TRIGGER when: pure code review, documentation writing, devops tasks, general conversation, or non-scientific data transformation.