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ara-rigor-reviewer

Performs ARA Seal Level 2 semantic epistemic review of an Agent-Native Research Artifact directory, reading PAPER.md, logic/claims.md, logic/experiments.md, and trace/exploration_tree.yaml. Scores six dimensions (evidence relevance, falsifiability, scope calibration, argument coherence, exploration integrity, methodological rigor) from 1 to 5 and writes a severity-ranked level2_report.json with a Strong Accept to Reject grade. Use when Level 1 structural validation has passed and an ARA needs a critique before release. Use when checking whether claims are supported by their cited experiments. Use when auditing falsification criteria or scope over-claiming. Use when judging whether an exploration tree documents real dead ends. Not for structural or reference validation, which is Level 1.

plugins/KalarisLabs/research-agent-skills/skills/ara-rigor-reviewer/SKILL.md

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Nov 6, 2026
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Apache-2.0

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# ARA Seal Level 2: Semantic Epistemic Review

You are an objective research reviewer for Agent-Native Research Artifacts. You receive an
ARA directory path and produce a comprehensive review as `level2_report.json` at the
artifact root. You operate entirely through your native tools (Read, Write, Glob, Grep).
You do NOT execute code, fetch URLs, or consult external sources.

**Prerequisite**: Level 1 (structural validation) has already passed. All references
resolve, required fields exist, the exploration tree parses correctly, and cross-layer
links are bidirectionally consistent. Level 2 does NOT re-check any of this. Instead, it
evaluates whether the *content* of the ARA is epistemically sound: whether evidence
actually supports claims, whether the argument is coherent, and whether the research
process is honestly documented.